id	sid	tid	token	lemma	pos
bitcs-2426	1	1	63	63	NUM
bitcs-2426	1	2	|	|	NOUN
bitcs-2426	1	3	vol	vol	NOUN
bitcs-2426	1	4	.	.	PROPN
bitcs-2426	1	5	3	3	NUM
bitcs-2426	1	6	no	no	NOUN
bitcs-2426	1	7	.	.	NOUN
bitcs-2426	1	8	2	2	NUM
bitcs-2426	1	9	,	,	PUNCT
bitcs-2426	1	10	july	july	PROPN
bitcs-2426	1	11	202	202	NUM
bitcs-2426	1	12	2	2	NUM
bitcs-2426	1	13	p	p	X
bitcs-2426	1	14	-	-	PUNCT
bitcs-2426	1	15	issn	issn	NOUN
bitcs-2426	1	16	:	:	PUNCT
bitcs-2426	1	17	2715	2715	NUM
bitcs-2426	1	18	-	-	SYM
bitcs-2426	1	19	2448	2448	NUM
bitcs-2426	1	20	|	|	NOUN
bitcs-2426	1	21	e	e	NOUN
bitcs-2426	1	22	-	-	NOUN
bitcs-2426	1	23	isssn	isssn	NOUN
bitcs-2426	1	24	:	:	PUNCT
bitcs-2426	1	25	2715	2715	NUM
bitcs-2426	1	26	-	-	SYM
bitcs-2426	1	27	7199	7199	NUM
bitcs-2426	1	28	vol.3	vol.3	NOUN
bitcs-2426	1	29	no.2	no.2	PROPN
bitcs-2426	1	30	july	july	PROPN
bitcs-2426	1	31	2022	2022	NUM
bitcs-2426	1	32	buana	buana	PROPN
bitcs-2426	1	33	information	information	PROPN
bitcs-2426	1	34	tchnology	tchnology	PROPN
bitcs-2426	1	35	and	and	CCONJ
bitcs-2426	1	36	computer	computer	NOUN
bitcs-2426	1	37	sciences	science	NOUN
bitcs-2426	1	38	(	(	PUNCT
bitcs-2426	1	39	bit	bit	NOUN
bitcs-2426	1	40	and	and	CCONJ
bitcs-2426	1	41	cs	cs	NOUN
bitcs-2426	1	42	)	)	PUNCT
bitcs-2426	1	43	a	a	DET
bitcs-2426	1	44	time	time	NOUN
bitcs-2426	1	45	series	series	NOUN
bitcs-2426	1	46	based	base	VERB
bitcs-2426	1	47	gene	gene	NOUN
bitcs-2426	1	48	expression	expression	NOUN
bitcs-2426	1	49	profiling	profile	VERB
bitcs-2426	1	50	algorithm	algorithm	NOUN
bitcs-2426	1	51	for	for	ADP
bitcs-2426	1	52	stomach	stomach	NOUN
bitcs-2426	1	53	cancer	cancer	NOUN
bitcs-2426	1	54	diagnosis	diagnosis	NOUN
bitcs-2426	1	55	teresa	teresa	NOUN
bitcs-2426	2	1	kwamboka	kwamboka	VERB
bitcs-2426	2	2	abuya1	abuya1	PROPN
bitcs-2426	2	3	study	study	NOUN
bitcs-2426	2	4	program	program	NOUN
bitcs-2426	2	5	computer	computer	NOUN
bitcs-2426	2	6	science	science	PROPN
bitcs-2426	2	7	kisii	kisii	PROPN
bitcs-2426	2	8	university	university	PROPN
bitcs-2426	2	9	,	,	PUNCT
bitcs-2426	2	10	kenya	kenya	PROPN
bitcs-2426	2	11	tkwambokaa@gmail.com	tkwambokaa@gmail.com	X
bitcs-2426	3	1	‹β›	‹β›	PROPN
bitcs-2426	3	2	bayu	bayu	PROPN
bitcs-2426	3	3	priyatna	priyatna	PROPN
bitcs-2426	3	4	2	2	NUM
bitcs-2426	3	5	study	study	NOUN
bitcs-2426	3	6	program	program	NOUN
bitcs-2426	3	7	information	information	NOUN
bitcs-2426	3	8	system	system	NOUN
bitcs-2426	3	9	universitas	universita	NOUN
bitcs-2426	3	10	buana	buana	PROPN
bitcs-2426	3	11	perjuangan	perjuangan	PROPN
bitcs-2426	3	12	karawang	karawang	PROPN
bitcs-2426	3	13	bayu.priyatna@ubpkarawang.ac.id	bayu.priyatna@ubpkarawang.ac.id	NUM
bitcs-2426	3	14	abstrak	abstrak	PROPN
bitcs-2426	3	15	—	—	PUNCT
bitcs-2426	3	16	eksperimen	eksperimen	PROPN
bitcs-2426	3	17	biologis	biologis	PROPN
bitcs-2426	3	18	telah	telah	PROPN
bitcs-2426	3	19	menghasilkan	menghasilkan	PROPN
bitcs-2426	3	20	sejumlah	sejumlah	PROPN
bitcs-2426	3	21	besar	besar	PROPN
bitcs-2426	3	22	data	data	PROPN
bitcs-2426	3	23	ekspresi	ekspresi	PROPN
bitcs-2426	3	24	gen	gen	PROPN
bitcs-2426	3	25	yang	yang	PROPN
bitcs-2426	3	26	memiliki	memiliki	PROPN
bitcs-2426	3	27	nilai	nilai	PROPN
bitcs-2426	3	28	sangat	sangat	PROPN
bitcs-2426	3	29	besar	besar	PROPN
bitcs-2426	3	30	untuk	untuk	PROPN
bitcs-2426	3	31	diagnosis	diagnosis	PROPN
bitcs-2426	3	32	,	,	PUNCT
bitcs-2426	3	33	pengobatan	pengobatan	PROPN
bitcs-2426	3	34	,	,	PUNCT
bitcs-2426	3	35	dan	dan	PROPN
bitcs-2426	3	36	pencegahan	pencegahan	PROPN
bitcs-2426	3	37	penyakit	penyakit	PROPN
bitcs-2426	3	38	.	.	PUNCT
bitcs-2426	4	1	namun	namun	PROPN
bitcs-2426	4	2	,	,	PUNCT
bitcs-2426	4	3	kelemahan	kelemahan	PROPN
bitcs-2426	4	4	yang	yang	PROPN
bitcs-2426	4	5	cukup	cukup	PROPN
bitcs-2426	4	6	besar	besar	PROPN
bitcs-2426	4	7	memang	memang	PROPN
bitcs-2426	4	8	ada	ada	PROPN
bitcs-2426	4	9	dalam	dalam	PROPN
bitcs-2426	4	10	pemanfaatan	pemanfaatan	PROPN
bitcs-2426	4	11	yang	yang	PROPN
bitcs-2426	4	12	tepat	tepat	PROPN
bitcs-2426	4	13	dari	dari	PROPN
bitcs-2426	4	14	data	data	PROPN
bitcs-2426	4	15	ini	ini	PROPN
bitcs-2426	4	16	karena	karena	PROPN
bitcs-2426	4	17	skala	skala	PROPN
bitcs-2426	4	18	yang	yang	PROPN
bitcs-2426	4	19	besar	besar	PROPN
bitcs-2426	4	20	dan	dan	PROPN
bitcs-2426	4	21	kerumitannya	kerumitannya	PROPN
bitcs-2426	4	22	.	.	PUNCT
bitcs-2426	5	1	sejumlah	sejumlah	PROPN
bitcs-2426	5	2	algoritma	algoritma	PROPN
bitcs-2426	5	3	telah	telah	PROPN
bitcs-2426	5	4	dikembangkan	dikembangkan	PROPN
bitcs-2426	5	5	untuk	untuk	PROPN
bitcs-2426	5	6	menginterpretasikan	menginterpretasikan	PROPN
bitcs-2426	5	7	data	data	PROPN
bitcs-2426	5	8	ini	ini	PROPN
bitcs-2426	5	9	dalam	dalam	PROPN
bitcs-2426	5	10	bentuk	bentuk	PROPN
bitcs-2426	5	11	profil	profil	PROPN
bitcs-2426	5	12	gen	gen	PROPN
bitcs-2426	5	13	untuk	untuk	PROPN
bitcs-2426	5	14	tujuan	tujuan	PROPN
bitcs-2426	5	15	diagnosis	diagnosis	PROPN
bitcs-2426	5	16	.	.	PUNCT
bitcs-2426	6	1	diantaranya	diantaranya	PROPN
bitcs-2426	7	1	k	k	NOUN
bitcs-2426	7	2	-	-	PUNCT
bitcs-2426	7	3	means	means	PROPN
bitcs-2426	7	4	,	,	PUNCT
bitcs-2426	7	5	pengelompokan	pengelompokan	PROPN
bitcs-2426	7	6	hierarkis	hierarkis	PROPN
bitcs-2426	7	7	,	,	PUNCT
bitcs-2426	7	8	pengelompokan	pengelompokan	VERB
bitcs-2426	7	9	berbasis	berbasis	ADV
bitcs-2426	7	10	kepadatan	kepadatan	PROPN
bitcs-2426	7	11	,	,	PUNCT
bitcs-2426	7	12	pengelompokan	pengelompokan	PROPN
bitcs-2426	7	13	subruang	subruang	PROPN
bitcs-2426	7	14	,	,	PUNCT
bitcs-2426	7	15	dan	dan	PROPN
bitcs-2426	7	16	peta	peta	PROPN
bitcs-2426	7	17	yang	yang	PROPN
bitcs-2426	7	18	mengatur	mengatur	PROPN
bitcs-2426	7	19	sendiri	sendiri	PROPN
bitcs-2426	7	20	.	.	PROPN
bitcs-2426	8	1	sayangnya	sayangnya	PROPN
bitcs-2426	8	2	,	,	PUNCT
bitcs-2426	8	3	algoritme	algoritme	PROPN
bitcs-2426	8	4	ini	ini	PROPN
bitcs-2426	8	5	mengabaikan	mengabaikan	PROPN
bitcs-2426	8	6	ketergantungan	ketergantungan	PROPN
bitcs-2426	8	7	berurutan	berurutan	PROPN
bitcs-2426	8	8	di	di	PROPN
bitcs-2426	8	9	antara	antara	PROPN
bitcs-2426	8	10	titik	titik	PROPN
bitcs-2426	8	11	waktu	waktu	PROPN
bitcs-2426	8	12	yang	yang	PROPN
bitcs-2426	8	13	berurutan	berurutan	PROPN
bitcs-2426	8	14	,	,	PUNCT
bitcs-2426	8	15	tidak	tidak	PROPN
bitcs-2426	8	16	memadai	memadai	PROPN
bitcs-2426	8	17	dalam	dalam	PROPN
bitcs-2426	8	18	penemuan	penemuan	PROPN
bitcs-2426	8	19	pola	pola	PROPN
bitcs-2426	8	20	untuk	untuk	PROPN
bitcs-2426	8	21	mengubah	mengubah	PROPN
bitcs-2426	8	22	aktivitas	aktivitas	PROPN
bitcs-2426	8	23	selama	selama	PROPN
bitcs-2426	8	24	interval	interval	PROPN
bitcs-2426	8	25	terbatas	terbata	NOUN
bitcs-2426	8	26	dari	dari	PROPN
bitcs-2426	8	27	kerangka	kerangka	PROPN
bitcs-2426	8	28	waktu	waktu	PROPN
bitcs-2426	8	29	eksperimen	eksperimen	PROPN
bitcs-2426	8	30	,	,	PUNCT
bitcs-2426	9	1	dan	dan	PROPN
bitcs-2426	9	2	tidak	tidak	PROPN
bitcs-2426	9	3	mampu	mampu	PROPN
bitcs-2426	9	4	membedakan	membedakan	PROPN
bitcs-2426	9	5	antara	antara	PROPN
bitcs-2426	9	6	pola	pola	PROPN
bitcs-2426	9	7	faktual	faktual	PROPN
bitcs-2426	9	8	dan	dan	PROPN
bitcs-2426	9	9	acak	acak	PROPN
bitcs-2426	9	10	.	.	PUNCT
bitcs-2426	10	1	dengan	dengan	PROPN
bitcs-2426	10	2	demikian	demikian	PROPN
bitcs-2426	10	3	,	,	PUNCT
bitcs-2426	10	4	ada	ada	PROPN
bitcs-2426	10	5	kebutuhan	kebutuhan	PROPN
bitcs-2426	10	6	untuk	untuk	PROPN
bitcs-2426	10	7	algoritme	algoritme	PROPN
bitcs-2426	10	8	pembuatan	pembuatan	PROPN
bitcs-2426	10	9	profil	profil	NOUN
bitcs-2426	10	10	gen	gen	PROPN
bitcs-2426	10	11	yang	yang	PROPN
bitcs-2426	10	12	mengatasi	mengatasi	PROPN
bitcs-2426	10	13	kekurangan	kekurangan	PROPN
bitcs-2426	10	14	yang	yang	PROPN
bitcs-2426	10	15	dibatasi	dibatasi	PROPN
bitcs-2426	10	16	waktu	waktu	PROPN
bitcs-2426	10	17	dalam	dalam	PROPN
bitcs-2426	10	18	algoritme	algoritme	PROPN
bitcs-2426	10	19	saat	saat	PROPN
bitcs-2426	10	20	ini	ini	PROPN
bitcs-2426	10	21	dan	dan	PROPN
bitcs-2426	10	22	karenanya	karenanya	PROPN
bitcs-2426	10	23	memfasilitasi	memfasilitasi	PROPN
bitcs-2426	10	24	pembuatan	pembuatan	PROPN
bitcs-2426	10	25	profil	profil	PROPN
bitcs-2426	10	26	gen	gen	PROPN
bitcs-2426	10	27	yang	yang	PROPN
bitcs-2426	10	28	efisien	efisien	PROPN
bitcs-2426	10	29	untuk	untuk	PROPN
bitcs-2426	10	30	mendiagnosis	mendiagnosis	PROPN
bitcs-2426	10	31	kanker	kanker	NOUN
bitcs-2426	10	32	perut	perut	PROPN
bitcs-2426	10	33	secara	secara	PROPN
bitcs-2426	10	34	dini	dini	PROPN
bitcs-2426	10	35	.	.	PROPN
bitcs-2426	11	1	selama	selama	PROPN
bitcs-2426	11	2	bertahun	bertahun	PROPN
bitcs-2426	11	3	-	-	PUNCT
bitcs-2426	11	4	tahun	tahun	PROPN
bitcs-2426	11	5	,	,	PUNCT
bitcs-2426	11	6	eksperimen	eksperiman	NOUN
bitcs-2426	11	7	ekspresi	ekspresi	PROPN
bitcs-2426	11	8	gen	gen	PROPN
bitcs-2426	11	9	deret	deret	PROPN
bitcs-2426	11	10	waktu	waktu	PROPN
bitcs-2426	11	11	telah	telah	PROPN
bitcs-2426	11	12	banyak	banyak	PROPN
bitcs-2426	11	13	digunakan	digunakan	PROPN
bitcs-2426	11	14	untuk	untuk	PROPN
bitcs-2426	11	15	mempelajari	mempelajari	PROPN
bitcs-2426	11	16	berbagai	berbagai	PROPN
bitcs-2426	11	17	proses	proses	PROPN
bitcs-2426	11	18	biologis	biologis	PROPN
bitcs-2426	11	19	seperti	seperti	PROPN
bitcs-2426	11	20	siklus	siklus	PROPN
bitcs-2426	11	21	sel	sel	PROPN
bitcs-2426	11	22	,	,	PUNCT
bitcs-2426	11	23	perkembangan	perkembangan	NOUN
bitcs-2426	11	24	,	,	PUNCT
bitcs-2426	11	25	dan	dan	PROPN
bitcs-2426	11	26	respons	respon	NOUN
bitcs-2426	11	27	imun	imun	VERB
bitcs-2426	11	28	.	.	PUNCT
bitcs-2426	12	1	dalam	dalam	PROPN
bitcs-2426	12	2	makalah	makalah	PROPN
bitcs-2426	12	3	ini	ini	PROPN
bitcs-2426	12	4	dikembangkan	dikembangkan	PROPN
bitcs-2426	12	5	algoritma	algoritma	PROPN
bitcs-2426	12	6	profil	profil	NOUN
bitcs-2426	12	7	gen	gen	PROPN
bitcs-2426	12	8	berdasarkan	berdasarkan	PROPN
bitcs-2426	12	9	deret	deret	PROPN
bitcs-2426	12	10	waktu	waktu	PROPN
bitcs-2426	12	11	untuk	untuk	PROPN
bitcs-2426	12	12	diagnosis	diagnosis	PROPN
bitcs-2426	12	13	awal	awal	PROPN
bitcs-2426	12	14	kanker	kanker	PROPN
bitcs-2426	12	15	lambung	lambung	PROPN
bitcs-2426	12	16	.	.	PUNCT
bitcs-2426	13	1	dengan	dengan	PROPN
bitcs-2426	13	2	menetapkan	menetapkan	PROPN
bitcs-2426	13	3	gen	gen	PROPN
bitcs-2426	13	4	ke	ke	PROPN
bitcs-2426	13	5	satu	satu	PROPN
bitcs-2426	13	6	set	set	PROPN
bitcs-2426	13	7	profil	profil	NOUN
bitcs-2426	13	8	model	model	PROPN
bitcs-2426	13	9	yang	yang	PROPN
bitcs-2426	13	10	telah	telah	PROPN
bitcs-2426	13	11	ditentukan	ditentukan	VERB
bitcs-2426	13	12	sebelumnya	sebelumnya	PROPN
bitcs-2426	13	13	yang	yang	PROPN
bitcs-2426	13	14	menangkap	menangkap	PROPN
bitcs-2426	13	15	pola	pola	PROPN
bitcs-2426	13	16	potensial	potensial	PROPN
bitcs-2426	13	17	yang	yang	PROPN
bitcs-2426	13	18	berbeda	berbeda	PROPN
bitcs-2426	13	19	,	,	PUNCT
bitcs-2426	13	20	signifikansi	signifikansi	NOUN
bitcs-2426	13	21	masing	masing	NOUN
bitcs-2426	13	22	-	-	PUNCT
bitcs-2426	13	23	masing	mase	VERB
bitcs-2426	13	24	profil	profil	NOUN
bitcs-2426	13	25	ini	ini	PROPN
bitcs-2426	13	26	dapat	dapat	PROPN
bitcs-2426	13	27	ditetapkan	ditetapkan	PROPN
bitcs-2426	13	28	.	.	PUNCT
bitcs-2426	14	1	profil	profil	PROPN
bitcs-2426	14	2	signifikan	signifikan	PROPN
bitcs-2426	14	3	ini	ini	PROPN
bitcs-2426	14	4	kemudian	kemudian	PROPN
bitcs-2426	14	5	dapat	dapat	PROPN
bitcs-2426	14	6	dianalisis	dianalisis	PROPN
bitcs-2426	14	7	lebih	lebih	PROPN
bitcs-2426	14	8	lanjut	lanjut	PROPN
bitcs-2426	14	9	dan	dan	PROPN
bitcs-2426	14	10	digabungkan	digabungkan	PROPN
bitcs-2426	14	11	untuk	untuk	PROPN
bitcs-2426	14	12	membentuk	membentuk	PROPN
bitcs-2426	14	13	cluster	cluster	PROPN
bitcs-2426	14	14	yang	yang	PROPN
bitcs-2426	14	15	kemudian	kemudian	PROPN
bitcs-2426	14	16	dapat	dapat	PROPN
bitcs-2426	14	17	dimanipulasi	dimanipulasi	PROPN
bitcs-2426	14	18	oleh	oleh	PROPN
bitcs-2426	14	19	algoritma	algoritma	ADJ
bitcs-2426	14	20	clustering	clustering	NOUN
bitcs-2426	14	21	.	.	PUNCT
bitcs-2426	15	1	idenya	idenya	PROPN
bitcs-2426	15	2	adalah	adalah	PROPN
bitcs-2426	15	3	untuk	untuk	PROPN
bitcs-2426	15	4	mengukur	mengukur	PROPN
bitcs-2426	15	5	aktivitas	aktivita	VERB
bitcs-2426	15	6	gen	gen	PROPN
bitcs-2426	15	7	selama	selama	PROPN
bitcs-2426	15	8	rentang	rentang	PROPN
bitcs-2426	15	9	waktu	waktu	PROPN
bitcs-2426	15	10	yang	yang	PROPN
bitcs-2426	15	11	singkat	singkat	PROPN
bitcs-2426	15	12	sehingga	sehingga	PROPN
bitcs-2426	15	13	dapat	dapat	PROPN
bitcs-2426	15	14	menghasilkan	menghasilkan	PROPN
bitcs-2426	15	15	gambaran	gambaran	PROPN
bitcs-2426	15	16	universal	universal	PROPN
bitcs-2426	15	17	tentang	tentang	PROPN
bitcs-2426	15	18	fungsi	fungsi	PROPN
bitcs-2426	15	19	seluler	seluler	PROPN
bitcs-2426	15	20	.	.	PUNCT
bitcs-2426	16	1	singkatnya	singkatnya	PROPN
bitcs-2426	16	2	,	,	PUNCT
bitcs-2426	16	3	ini	ini	PROPN
bitcs-2426	16	4	termasuk	termasuk	PROPN
bitcs-2426	16	5	mendeteksi	mendeteksi	PROPN
bitcs-2426	16	6	pola	pola	PROPN
bitcs-2426	16	7	berulang	berulang	PROPN
bitcs-2426	16	8	dalam	dalam	PROPN
bitcs-2426	16	9	data	data	PROPN
bitcs-2426	16	10	biologis	biologis	PROPN
bitcs-2426	16	11	.	.	PUNCT
bitcs-2426	17	1	pola	pola	PROPN
bitcs-2426	17	2	-	-	PUNCT
bitcs-2426	17	3	pola	pola	PROPN
bitcs-2426	17	4	ini	ini	PROPN
bitcs-2426	17	5	kemudian	kemudian	PROPN
bitcs-2426	17	6	digunakan	digunakan	PROPN
bitcs-2426	17	7	untuk	untuk	PROPN
bitcs-2426	17	8	mengungkapkan	mengungkapkan	PROPN
bitcs-2426	17	9	informasi	informasi	PROPN
bitcs-2426	17	10	diagnostik	diagnostik	PROPN
bitcs-2426	17	11	yang	yang	PROPN
bitcs-2426	17	12	mungkin	mungkin	PROPN
bitcs-2426	17	13	penting	penting	PROPN
bitcs-2426	17	14	bagi	bagi	PROPN
bitcs-2426	17	15	praktisi	praktisi	PROPN
bitcs-2426	17	16	medis	medis	NOUN
bitcs-2426	17	17	.	.	PUNCT
bitcs-2426	18	1	desain	desain	NOUN
bitcs-2426	18	2	penelitian	penelitian	PROPN
bitcs-2426	18	3	eksperimental	eksperimental	ADJ
bitcs-2426	18	4	digunakan	digunakan	PROPN
bitcs-2426	18	5	untuk	untuk	PROPN
bitcs-2426	18	6	mencapai	mencapai	PROPN
bitcs-2426	18	7	tujuan	tujuan	PROPN
bitcs-2426	18	8	penelitian	penelitian	PROPN
bitcs-2426	18	9	.	.	PUNCT
bitcs-2426	19	1	data	data	PROPN
bitcs-2426	19	2	yang	yang	PROPN
bitcs-2426	19	3	berkaitan	berkaitan	PROPN
bitcs-2426	19	4	dengan	dengan	PROPN
bitcs-2426	19	5	genom	genom	PROPN
bitcs-2426	19	6	biologis	biologis	PROPN
bitcs-2426	19	7	digunakan	digunakan	PROPN
bitcs-2426	19	8	untuk	untuk	PROPN
bitcs-2426	19	9	pekerjaan	pekerjaan	PROPN
bitcs-2426	19	10	penelitian	penelitian	PROPN
bitcs-2426	19	11	ini	ini	PROPN
bitcs-2426	19	12	.	.	PROPN
bitcs-2426	20	1	karena	karena	PROPN
bitcs-2426	20	2	perkembangan	perkembangan	PROPN
bitcs-2426	20	3	penyakit	penyakit	PROPN
bitcs-2426	20	4	kanker	kanker	PROPN
bitcs-2426	20	5	saat	saat	PROPN
bitcs-2426	20	6	ini	ini	PROPN
bitcs-2426	20	7	,	,	PUNCT
bitcs-2426	20	8	hasil	hasil	PROPN
bitcs-2426	20	9	dari	dari	PROPN
bitcs-2426	20	10	penelitian	penelitian	PROPN
bitcs-2426	20	11	ini	ini	PROPN
bitcs-2426	20	12	diharapkan	diharapkan	PROPN
bitcs-2426	20	13	dapat	dapat	PROPN
bitcs-2426	20	14	menjadi	menjadi	PROPN
bitcs-2426	20	15	signifikan	signifikan	PROPN
bitcs-2426	20	16	dalam	dalam	PROPN
bitcs-2426	20	17	diagnosis	diagnosis	NOUN
bitcs-2426	20	18	dini	dini	NOUN
bitcs-2426	20	19	kanker	kanker	PROPN
bitcs-2426	20	20	lambung	lambung	PROPN
bitcs-2426	20	21	sehingga	sehingga	PROPN
bitcs-2426	20	22	pengobatan	pengobatan	PROPN
bitcs-2426	20	23	yang	yang	PROPN
bitcs-2426	20	24	tepat	tepat	PROPN
bitcs-2426	20	25	dapat	dapat	PROPN
bitcs-2426	20	26	diberikan	diberikan	PROPN
bitcs-2426	20	27	..	..	PUNCT
bitcs-2426	21	1	kata	kata	PROPN
bitcs-2426	21	2	kunci	kunci	PROPN
bitcs-2426	21	3	:	:	PUNCT
bitcs-2426	21	4	data	datum	NOUN
bitcs-2426	21	5	microarray	microarray	NOUN
bitcs-2426	21	6	,	,	PUNCT
bitcs-2426	21	7	respon	respon	NOUN
bitcs-2426	21	8	imun	imun	NOUN
bitcs-2426	21	9	,	,	PUNCT
bitcs-2426	21	10	clustering	clustering	NOUN
bitcs-2426	21	11	,	,	PUNCT
bitcs-2426	21	12	profil	profil	NOUN
bitcs-2426	21	13	signifikan	signifikan	NOUN
bitcs-2426	21	14	,	,	PUNCT
bitcs-2426	21	15	diagnosis	diagnosis	NOUN
bitcs-2426	21	16	kanker	kanker	NOUN
bitcs-2426	21	17	.	.	PUNCT
bitcs-2426	22	1	abstract	abstract	ADJ
bitcs-2426	22	2	—	—	PUNCT
bitcs-2426	22	3	biological	biological	ADJ
bitcs-2426	22	4	experiments	experiment	NOUN
bitcs-2426	22	5	have	have	AUX
bitcs-2426	22	6	produced	produce	VERB
bitcs-2426	22	7	enormous	enormous	ADJ
bitcs-2426	22	8	amount	amount	NOUN
bitcs-2426	22	9	of	of	ADP
bitcs-2426	22	10	gene	gene	NOUN
bitcs-2426	22	11	expression	expression	NOUN
bitcs-2426	22	12	data	datum	NOUN
bitcs-2426	22	13	that	that	PRON
bitcs-2426	22	14	possess	possess	VERB
bitcs-2426	22	15	enormous	enormous	ADJ
bitcs-2426	22	16	value	value	NOUN
bitcs-2426	22	17	for	for	ADP
bitcs-2426	22	18	the	the	DET
bitcs-2426	22	19	diagnosis	diagnosis	NOUN
bitcs-2426	22	20	,	,	PUNCT
bitcs-2426	22	21	treatment	treatment	NOUN
bitcs-2426	22	22	,	,	PUNCT
bitcs-2426	22	23	and	and	CCONJ
bitcs-2426	22	24	prevention	prevention	NOUN
bitcs-2426	22	25	of	of	ADP
bitcs-2426	22	26	diseases	disease	NOUN
bitcs-2426	22	27	.	.	PUNCT
bitcs-2426	23	1	however	however	ADV
bitcs-2426	23	2	,	,	PUNCT
bitcs-2426	23	3	considerable	considerable	ADJ
bitcs-2426	23	4	drawbacks	drawback	NOUN
bitcs-2426	23	5	do	do	AUX
bitcs-2426	23	6	exist	exist	VERB
bitcs-2426	23	7	in	in	ADP
bitcs-2426	23	8	the	the	DET
bitcs-2426	23	9	appropriate	appropriate	ADJ
bitcs-2426	23	10	utilization	utilization	NOUN
bitcs-2426	23	11	of	of	ADP
bitcs-2426	23	12	this	this	DET
bitcs-2426	23	13	data	datum	NOUN
bitcs-2426	23	14	due	due	ADP
bitcs-2426	23	15	to	to	ADP
bitcs-2426	23	16	its	its	PRON
bitcs-2426	23	17	massive	massive	ADJ
bitcs-2426	23	18	scale	scale	NOUN
bitcs-2426	23	19	and	and	CCONJ
bitcs-2426	23	20	intricacy	intricacy	NOUN
bitcs-2426	23	21	.	.	PUNCT
bitcs-2426	24	1	a	a	DET
bitcs-2426	24	2	number	number	NOUN
bitcs-2426	24	3	of	of	ADP
bitcs-2426	24	4	algorithms	algorithm	NOUN
bitcs-2426	24	5	have	have	AUX
bitcs-2426	24	6	been	be	AUX
bitcs-2426	24	7	developed	develop	VERB
bitcs-2426	24	8	to	to	PART
bitcs-2426	24	9	interpret	interpret	VERB
bitcs-2426	24	10	this	this	DET
bitcs-2426	24	11	data	datum	NOUN
bitcs-2426	24	12	in	in	ADP
bitcs-2426	24	13	form	form	NOUN
bitcs-2426	24	14	of	of	ADP
bitcs-2426	24	15	gene	gene	NOUN
bitcs-2426	24	16	profiling	profiling	NOUN
bitcs-2426	24	17	for	for	ADP
bitcs-2426	24	18	diagnosis	diagnosis	NOUN
bitcs-2426	24	19	purposes	purpose	NOUN
bitcs-2426	24	20	.	.	PUNCT
bitcs-2426	25	1	they	they	PRON
bitcs-2426	25	2	include	include	VERB
bitcs-2426	25	3	k	k	NOUN
bitcs-2426	25	4	-	-	PUNCT
bitcs-2426	25	5	means	means	ADJ
bitcs-2426	25	6	,	,	PUNCT
bitcs-2426	25	7	hierarchical	hierarchical	ADJ
bitcs-2426	25	8	clustering	clustering	NOUN
bitcs-2426	25	9	,	,	PUNCT
bitcs-2426	25	10	density	density	NOUN
bitcs-2426	25	11	-	-	PUNCT
bitcs-2426	25	12	based	base	VERB
bitcs-2426	25	13	clustering	clustering	NOUN
bitcs-2426	25	14	,	,	PUNCT
bitcs-2426	25	15	subspace	subspace	NOUN
bitcs-2426	25	16	clustering	clustering	NOUN
bitcs-2426	25	17	,	,	PUNCT
bitcs-2426	25	18	and	and	CCONJ
bitcs-2426	25	19	self	self	NOUN
bitcs-2426	25	20	-	-	PUNCT
bitcs-2426	25	21	organizing	organize	VERB
bitcs-2426	25	22	maps	map	NOUN
bitcs-2426	25	23	.	.	PUNCT
bitcs-2426	26	1	unfortunately	unfortunately	ADV
bitcs-2426	26	2	,	,	PUNCT
bitcs-2426	26	3	these	these	DET
bitcs-2426	26	4	algorithms	algorithm	NOUN
bitcs-2426	26	5	ignore	ignore	VERB
bitcs-2426	26	6	the	the	DET
bitcs-2426	26	7	sequential	sequential	ADJ
bitcs-2426	26	8	dependency	dependency	NOUN
bitcs-2426	26	9	among	among	ADP
bitcs-2426	26	10	successive	successive	ADJ
bitcs-2426	26	11	time	time	NOUN
bitcs-2426	26	12	points	point	NOUN
bitcs-2426	26	13	,	,	PUNCT
bitcs-2426	26	14	are	be	AUX
bitcs-2426	26	15	inadequate	inadequate	ADJ
bitcs-2426	26	16	in	in	ADP
bitcs-2426	26	17	the	the	DET
bitcs-2426	26	18	discovery	discovery	NOUN
bitcs-2426	26	19	of	of	ADP
bitcs-2426	26	20	patterns	pattern	NOUN
bitcs-2426	26	21	for	for	ADP
bitcs-2426	26	22	changing	change	VERB
bitcs-2426	26	23	activity	activity	NOUN
bitcs-2426	26	24	over	over	ADP
bitcs-2426	26	25	a	a	DET
bitcs-2426	26	26	restricted	restricted	ADJ
bitcs-2426	26	27	interval	interval	NOUN
bitcs-2426	26	28	of	of	ADP
bitcs-2426	26	29	an	an	DET
bitcs-2426	26	30	experiment	experiment	NOUN
bitcs-2426	26	31	’s	’s	PART
bitcs-2426	26	32	time	time	NOUN
bitcs-2426	26	33	frame	frame	NOUN
bitcs-2426	26	34	,	,	PUNCT
bitcs-2426	26	35	and	and	CCONJ
bitcs-2426	26	36	are	be	AUX
bitcs-2426	26	37	incapable	incapable	ADJ
bitcs-2426	26	38	of	of	ADP
bitcs-2426	26	39	discriminating	discriminate	VERB
bitcs-2426	26	40	between	between	ADP
bitcs-2426	26	41	factual	factual	ADJ
bitcs-2426	26	42	and	and	CCONJ
bitcs-2426	26	43	random	random	ADJ
bitcs-2426	26	44	patterns	pattern	NOUN
bitcs-2426	26	45	.	.	PUNCT
bitcs-2426	27	1	as	as	ADP
bitcs-2426	27	2	such	such	ADJ
bitcs-2426	27	3	,	,	PUNCT
bitcs-2426	27	4	there	there	PRON
bitcs-2426	27	5	is	be	VERB
bitcs-2426	27	6	a	a	DET
bitcs-2426	27	7	need	need	NOUN
bitcs-2426	27	8	for	for	ADP
bitcs-2426	27	9	a	a	DET
bitcs-2426	27	10	gene	gene	NOUN
bitcs-2426	27	11	profiling	profile	VERB
bitcs-2426	27	12	algorithm	algorithm	NOUN
bitcs-2426	27	13	that	that	PRON
bitcs-2426	27	14	addresses	address	VERB
bitcs-2426	27	15	the	the	DET
bitcs-2426	27	16	time	time	NOUN
bitcs-2426	27	17	-	-	PUNCT
bitcs-2426	27	18	constrained	constrain	VERB
bitcs-2426	27	19	shortcomings	shortcoming	NOUN
bitcs-2426	27	20	in	in	ADP
bitcs-2426	27	21	the	the	DET
bitcs-2426	27	22	current	current	ADJ
bitcs-2426	27	23	algorithms	algorithm	NOUN
bitcs-2426	27	24	and	and	CCONJ
bitcs-2426	27	25	hence	hence	ADV
bitcs-2426	27	26	facilitating	facilitate	VERB
bitcs-2426	27	27	efficient	efficient	ADJ
bitcs-2426	27	28	profiling	profiling	NOUN
bitcs-2426	27	29	of	of	ADP
bitcs-2426	27	30	genes	gene	NOUN
bitcs-2426	27	31	for	for	ADP
bitcs-2426	27	32	early	early	ADJ
bitcs-2426	27	33	stomach	stomach	NOUN
bitcs-2426	27	34	cancer	cancer	NOUN
bitcs-2426	27	35	diagnosis	diagnosis	NOUN
bitcs-2426	27	36	.	.	PUNCT
bitcs-2426	28	1	over	over	ADP
bitcs-2426	28	2	the	the	DET
bitcs-2426	28	3	years	year	NOUN
bitcs-2426	28	4	,	,	PUNCT
bitcs-2426	28	5	time	time	NOUN
bitcs-2426	28	6	series	series	NOUN
bitcs-2426	28	7	gene	gene	NOUN
bitcs-2426	28	8	expression	expression	NOUN
bitcs-2426	28	9	experiments	experiment	NOUN
bitcs-2426	28	10	have	have	AUX
bitcs-2426	28	11	been	be	AUX
bitcs-2426	28	12	widely	widely	ADV
bitcs-2426	28	13	used	use	VERB
bitcs-2426	28	14	to	to	PART
bitcs-2426	28	15	study	study	VERB
bitcs-2426	28	16	a	a	DET
bitcs-2426	28	17	range	range	NOUN
bitcs-2426	28	18	of	of	ADP
bitcs-2426	28	19	biological	biological	ADJ
bitcs-2426	28	20	processes	process	NOUN
bitcs-2426	28	21	such	such	ADJ
bitcs-2426	28	22	as	as	ADP
bitcs-2426	28	23	the	the	DET
bitcs-2426	28	24	cell	cell	NOUN
bitcs-2426	28	25	cycle	cycle	NOUN
bitcs-2426	28	26	,	,	PUNCT
bitcs-2426	28	27	development	development	NOUN
bitcs-2426	28	28	,	,	PUNCT
bitcs-2426	28	29	and	and	CCONJ
bitcs-2426	28	30	immune	immune	ADJ
bitcs-2426	28	31	response	response	NOUN
bitcs-2426	28	32	.	.	PUNCT
bitcs-2426	29	1	in	in	ADP
bitcs-2426	29	2	this	this	DET
bitcs-2426	29	3	paper	paper	NOUN
bitcs-2426	29	4	a	a	DET
bitcs-2426	29	5	gene	gene	NOUN
bitcs-2426	29	6	profiling	profiling	NOUN
bitcs-2426	29	7	algorithm	algorithm	NOUN
bitcs-2426	29	8	based	base	VERB
bitcs-2426	29	9	on	on	ADP
bitcs-2426	29	10	time	time	NOUN
bitcs-2426	29	11	series	series	NOUN
bitcs-2426	29	12	for	for	ADP
bitcs-2426	29	13	early	early	ADJ
bitcs-2426	29	14	stomach	stomach	NOUN
bitcs-2426	29	15	cancer	cancer	NOUN
bitcs-2426	29	16	diagnosis	diagnosis	NOUN
bitcs-2426	29	17	is	be	AUX
bitcs-2426	29	18	developed	develop	VERB
bitcs-2426	29	19	.	.	PUNCT
bitcs-2426	30	1	by	by	ADP
bitcs-2426	30	2	assigning	assign	VERB
bitcs-2426	30	3	genes	gene	NOUN
bitcs-2426	30	4	to	to	ADP
bitcs-2426	30	5	a	a	DET
bitcs-2426	30	6	predefined	predefine	VERB
bitcs-2426	30	7	set	set	NOUN
bitcs-2426	30	8	of	of	ADP
bitcs-2426	30	9	model	model	NOUN
bitcs-2426	30	10	profiles	profile	NOUN
bitcs-2426	30	11	that	that	PRON
bitcs-2426	30	12	capture	capture	VERB
bitcs-2426	30	13	the	the	DET
bitcs-2426	30	14	potential	potential	ADJ
bitcs-2426	30	15	distinct	distinct	ADJ
bitcs-2426	30	16	patterns	pattern	NOUN
bitcs-2426	30	17	,	,	PUNCT
bitcs-2426	30	18	the	the	DET
bitcs-2426	30	19	significance	significance	NOUN
bitcs-2426	30	20	of	of	ADP
bitcs-2426	30	21	each	each	PRON
bitcs-2426	30	22	of	of	ADP
bitcs-2426	30	23	these	these	DET
bitcs-2426	30	24	profiles	profile	NOUN
bitcs-2426	30	25	can	can	AUX
bitcs-2426	30	26	be	be	AUX
bitcs-2426	30	27	established	establish	VERB
bitcs-2426	30	28	.	.	PUNCT
bitcs-2426	31	1	these	these	DET
bitcs-2426	31	2	significant	significant	ADJ
bitcs-2426	31	3	profiles	profile	NOUN
bitcs-2426	31	4	can	can	AUX
bitcs-2426	31	5	then	then	ADV
bitcs-2426	31	6	be	be	AUX
bitcs-2426	31	7	analyzed	analyze	VERB
bitcs-2426	31	8	further	far	ADV
bitcs-2426	31	9	and	and	CCONJ
bitcs-2426	31	10	combined	combine	VERB
bitcs-2426	31	11	to	to	PART
bitcs-2426	31	12	form	form	VERB
bitcs-2426	31	13	clusters	cluster	NOUN
bitcs-2426	31	14	that	that	PRON
bitcs-2426	31	15	can	can	AUX
bitcs-2426	31	16	then	then	ADV
bitcs-2426	31	17	be	be	AUX
bitcs-2426	31	18	manipulated	manipulate	VERB
bitcs-2426	31	19	by	by	ADP
bitcs-2426	31	20	clustering	cluster	VERB
bitcs-2426	31	21	algorithms	algorithm	NOUN
bitcs-2426	31	22	.	.	PUNCT
bitcs-2426	32	1	the	the	DET
bitcs-2426	32	2	idea	idea	NOUN
bitcs-2426	32	3	is	be	AUX
bitcs-2426	32	4	to	to	PART
bitcs-2426	32	5	measure	measure	VERB
bitcs-2426	32	6	the	the	DET
bitcs-2426	32	7	genes	gene	NOUN
bitcs-2426	32	8	’	'	PUNCT
bitcs-2426	32	9	activities	activity	NOUN
bitcs-2426	32	10	over	over	ADP
bitcs-2426	32	11	a	a	DET
bitcs-2426	32	12	short	short	ADJ
bitcs-2426	32	13	period	period	NOUN
bitcs-2426	32	14	span	span	NOUN
bitcs-2426	32	15	so	so	SCONJ
bitcs-2426	32	16	as	as	SCONJ
bitcs-2426	32	17	to	to	PART
bitcs-2426	32	18	come	come	VERB
bitcs-2426	32	19	up	up	ADP
bitcs-2426	32	20	with	with	ADP
bitcs-2426	32	21	a	a	DET
bitcs-2426	32	22	universal	universal	ADJ
bitcs-2426	32	23	depiction	depiction	NOUN
bitcs-2426	32	24	of	of	ADP
bitcs-2426	32	25	the	the	DET
bitcs-2426	32	26	cellular	cellular	ADJ
bitcs-2426	32	27	functionality	functionality	NOUN
bitcs-2426	32	28	.	.	PUNCT
bitcs-2426	33	1	in	in	ADP
bitcs-2426	33	2	a	a	DET
bitcs-2426	33	3	nutshell	nutshell	NOUN
bitcs-2426	33	4	,	,	PUNCT
bitcs-2426	33	5	this	this	PRON
bitcs-2426	33	6	includes	include	VERB
bitcs-2426	33	7	detecting	detect	VERB
bitcs-2426	33	8	recurring	recur	VERB
bitcs-2426	33	9	patterns	pattern	NOUN
bitcs-2426	33	10	in	in	ADP
bitcs-2426	33	11	biological	biological	ADJ
bitcs-2426	33	12	data	datum	NOUN
bitcs-2426	33	13	.	.	PUNCT
bitcs-2426	34	1	these	these	DET
bitcs-2426	34	2	patterns	pattern	NOUN
bitcs-2426	34	3	are	be	AUX
bitcs-2426	34	4	then	then	ADV
bitcs-2426	34	5	employed	employ	VERB
bitcs-2426	34	6	to	to	PART
bitcs-2426	34	7	reveal	reveal	VERB
bitcs-2426	34	8	diagnostic	diagnostic	ADJ
bitcs-2426	34	9	information	information	NOUN
bitcs-2426	34	10	that	that	PRON
bitcs-2426	34	11	may	may	AUX
bitcs-2426	34	12	be	be	AUX
bitcs-2426	34	13	important	important	ADJ
bitcs-2426	34	14	for	for	ADP
bitcs-2426	34	15	the	the	DET
bitcs-2426	34	16	medical	medical	ADJ
bitcs-2426	34	17	practitioners	practitioner	NOUN
bitcs-2426	34	18	.	.	PUNCT
bitcs-2426	35	1	an	an	DET
bitcs-2426	35	2	experimental	experimental	ADJ
bitcs-2426	35	3	research	research	NOUN
bitcs-2426	35	4	design	design	NOUN
bitcs-2426	35	5	was	be	AUX
bitcs-2426	35	6	utilized	utilize	VERB
bitcs-2426	35	7	to	to	PART
bitcs-2426	35	8	achieve	achieve	VERB
bitcs-2426	35	9	the	the	DET
bitcs-2426	35	10	study	study	NOUN
bitcs-2426	35	11	objectives	objective	NOUN
bitcs-2426	35	12	.	.	PUNCT
bitcs-2426	36	1	data	datum	NOUN
bitcs-2426	36	2	pertaining	pertain	VERB
bitcs-2426	36	3	to	to	ADP
bitcs-2426	36	4	biological	biological	ADJ
bitcs-2426	36	5	genomes	genome	NOUN
bitcs-2426	36	6	was	be	AUX
bitcs-2426	36	7	employed	employ	VERB
bitcs-2426	36	8	for	for	ADP
bitcs-2426	36	9	this	this	DET
bitcs-2426	36	10	research	research	NOUN
bitcs-2426	36	11	work	work	NOUN
bitcs-2426	36	12	.	.	PUNCT
bitcs-2426	37	1	due	due	ADP
bitcs-2426	37	2	to	to	ADP
bitcs-2426	37	3	the	the	DET
bitcs-2426	37	4	upsurge	upsurge	NOUN
bitcs-2426	37	5	of	of	ADP
bitcs-2426	37	6	cancer	cancer	NOUN
bitcs-2426	37	7	in	in	ADP
bitcs-2426	37	8	the	the	DET
bitcs-2426	37	9	current	current	ADJ
bitcs-2426	37	10	times	time	NOUN
bitcs-2426	37	11	,	,	PUNCT
bitcs-2426	37	12	the	the	DET
bitcs-2426	37	13	outcomes	outcome	NOUN
bitcs-2426	37	14	of	of	ADP
bitcs-2426	37	15	this	this	DET
bitcs-2426	37	16	research	research	NOUN
bitcs-2426	37	17	work	work	NOUN
bitcs-2426	37	18	is	be	AUX
bitcs-2426	37	19	anticipated	anticipate	VERB
bitcs-2426	37	20	to	to	PART
bitcs-2426	37	21	be	be	AUX
bitcs-2426	37	22	significant	significant	ADJ
bitcs-2426	37	23	in	in	ADP
bitcs-2426	37	24	the	the	DET
bitcs-2426	37	25	early	early	ADJ
bitcs-2426	37	26	diagnosis	diagnosis	NOUN
bitcs-2426	37	27	of	of	ADP
bitcs-2426	37	28	stomach	stomach	NOUN
bitcs-2426	37	29	cancer	cancer	NOUN
bitcs-2426	37	30	so	so	SCONJ
bitcs-2426	37	31	that	that	SCONJ
bitcs-2426	37	32	appropriate	appropriate	ADJ
bitcs-2426	37	33	medication	medication	NOUN
bitcs-2426	37	34	can	can	AUX
bitcs-2426	37	35	be	be	AUX
bitcs-2426	37	36	administered	administer	VERB
bitcs-2426	37	37	.	.	PUNCT
bitcs-2426	38	1	keywords	keyword	NOUN
bitcs-2426	38	2	:	:	PUNCT
bitcs-2426	38	3	microarray	microarray	PROPN
bitcs-2426	38	4	data	data	PROPN
bitcs-2426	38	5	,	,	PUNCT
bitcs-2426	38	6	immune	immune	ADJ
bitcs-2426	38	7	response	response	NOUN
bitcs-2426	38	8	,	,	PUNCT
bitcs-2426	38	9	clustering	clustering	ADJ
bitcs-2426	38	10	,	,	PUNCT
bitcs-2426	38	11	significant	significant	ADJ
bitcs-2426	38	12	profiles	profile	NOUN
bitcs-2426	38	13	,	,	PUNCT
bitcs-2426	38	14	cancer	cancer	NOUN
bitcs-2426	38	15	diagnosis	diagnosis	NOUN
bitcs-2426	38	16	.	.	PUNCT
bitcs-2426	39	1	i.	i.	PROPN
bitcs-2426	39	2	introduction	introduction	NOUN
bitcs-2426	39	3	64	64	NUM
bitcs-2426	39	4	|	|	NOUN
bitcs-2426	39	5	vol	vol	NOUN
bitcs-2426	39	6	.	.	PROPN
bitcs-2426	40	1	3	3	NUM
bitcs-2426	40	2	no	no	NOUN
bitcs-2426	40	3	.	.	NOUN
bitcs-2426	40	4	2	2	NUM
bitcs-2426	40	5	,	,	PUNCT
bitcs-2426	40	6	july	july	PROPN
bitcs-2426	40	7	202	202	NUM
bitcs-2426	40	8	2	2	NUM
bitcs-2426	40	9	functional	functional	ADJ
bitcs-2426	40	10	genomics	genomic	NOUN
bitcs-2426	40	11	is	be	AUX
bitcs-2426	40	12	the	the	DET
bitcs-2426	40	13	discipline	discipline	NOUN
bitcs-2426	40	14	in	in	ADP
bitcs-2426	40	15	which	which	PRON
bitcs-2426	40	16	genes	gene	NOUN
bitcs-2426	40	17	are	be	AUX
bitcs-2426	40	18	utilized	utilize	VERB
bitcs-2426	40	19	in	in	ADP
bitcs-2426	40	20	the	the	DET
bitcs-2426	40	21	determination	determination	NOUN
bitcs-2426	40	22	of	of	ADP
bitcs-2426	40	23	their	their	PRON
bitcs-2426	40	24	function	function	NOUN
bitcs-2426	40	25	whereas	whereas	SCONJ
bitcs-2426	40	26	gene	gene	NOUN
bitcs-2426	40	27	expression	expression	NOUN
bitcs-2426	40	28	is	be	AUX
bitcs-2426	40	29	an	an	DET
bitcs-2426	40	30	approach	approach	NOUN
bitcs-2426	40	31	employed	employ	VERB
bitcs-2426	40	32	to	to	PART
bitcs-2426	40	33	examine	examine	VERB
bitcs-2426	40	34	the	the	DET
bitcs-2426	40	35	functional	functional	ADJ
bitcs-2426	40	36	changes	change	NOUN
bitcs-2426	40	37	in	in	ADP
bitcs-2426	40	38	these	these	DET
bitcs-2426	40	39	genes	gene	NOUN
bitcs-2426	40	40	.	.	PUNCT
bitcs-2426	41	1	according	accord	VERB
bitcs-2426	41	2	to	to	ADP
bitcs-2426	41	3	[	[	X
bitcs-2426	41	4	1	1	NUM
bitcs-2426	41	5	]	]	PUNCT
bitcs-2426	41	6	,	,	PUNCT
bitcs-2426	41	7	the	the	DET
bitcs-2426	41	8	expression	expression	NOUN
bitcs-2426	41	9	level	level	NOUN
bitcs-2426	41	10	for	for	ADP
bitcs-2426	41	11	a	a	DET
bitcs-2426	41	12	given	give	VERB
bitcs-2426	41	13	gene	gene	NOUN
bitcs-2426	41	14	across	across	ADP
bitcs-2426	41	15	different	different	ADJ
bitcs-2426	41	16	experimental	experimental	ADJ
bitcs-2426	41	17	conditions	condition	NOUN
bitcs-2426	41	18	are	be	AUX
bitcs-2426	41	19	collectively	collectively	ADV
bitcs-2426	41	20	referred	refer	VERB
bitcs-2426	41	21	to	to	ADP
bitcs-2426	41	22	as	as	ADP
bitcs-2426	41	23	the	the	DET
bitcs-2426	41	24	gene	gene	NOUN
bitcs-2426	41	25	expression	expression	NOUN
bitcs-2426	41	26	profile	profile	NOUN
bitcs-2426	41	27	and	and	CCONJ
bitcs-2426	41	28	the	the	DET
bitcs-2426	41	29	expression	expression	NOUN
bitcs-2426	41	30	levels	level	NOUN
bitcs-2426	41	31	for	for	ADP
bitcs-2426	41	32	all	all	DET
bitcs-2426	41	33	the	the	DET
bitcs-2426	41	34	genes	gene	NOUN
bitcs-2426	41	35	under	under	ADP
bitcs-2426	41	36	an	an	DET
bitcs-2426	41	37	experimental	experimental	ADJ
bitcs-2426	41	38	condition	condition	NOUN
bitcs-2426	41	39	are	be	AUX
bitcs-2426	41	40	jointly	jointly	ADV
bitcs-2426	41	41	referred	refer	VERB
bitcs-2426	41	42	to	to	ADP
bitcs-2426	41	43	as	as	ADP
bitcs-2426	41	44	the	the	DET
bitcs-2426	41	45	sample	sample	NOUN
bitcs-2426	41	46	expression	expression	NOUN
bitcs-2426	41	47	profile	profile	NOUN
bitcs-2426	41	48	.	.	PUNCT
bitcs-2426	42	1	one	one	NUM
bitcs-2426	42	2	of	of	ADP
bitcs-2426	42	3	the	the	DET
bitcs-2426	42	4	goals	goal	NOUN
bitcs-2426	42	5	in	in	ADP
bitcs-2426	42	6	microarray	microarray	NOUN
bitcs-2426	42	7	data	datum	NOUN
bitcs-2426	42	8	analysis	analysis	NOUN
bitcs-2426	42	9	is	be	AUX
bitcs-2426	42	10	the	the	DET
bitcs-2426	42	11	identification	identification	NOUN
bitcs-2426	42	12	of	of	ADP
bitcs-2426	42	13	genes	gene	NOUN
bitcs-2426	42	14	for	for	ADP
bitcs-2426	42	15	which	which	PRON
bitcs-2426	42	16	the	the	DET
bitcs-2426	42	17	expression	expression	NOUN
bitcs-2426	42	18	level	level	NOUN
bitcs-2426	42	19	is	be	AUX
bitcs-2426	42	20	significantly	significantly	ADV
bitcs-2426	42	21	changed	change	VERB
bitcs-2426	42	22	under	under	ADP
bitcs-2426	42	23	different	different	ADJ
bitcs-2426	42	24	experimental	experimental	ADJ
bitcs-2426	42	25	conditions	condition	NOUN
bitcs-2426	42	26	.	.	PUNCT
bitcs-2426	43	1	another	another	DET
bitcs-2426	43	2	objective	objective	NOUN
bitcs-2426	43	3	is	be	AUX
bitcs-2426	43	4	to	to	PART
bitcs-2426	43	5	cluster	cluster	VERB
bitcs-2426	43	6	the	the	DET
bitcs-2426	43	7	expressed	express	VERB
bitcs-2426	43	8	genes	gene	NOUN
bitcs-2426	43	9	or	or	CCONJ
bitcs-2426	43	10	samples	sample	NOUN
bitcs-2426	43	11	having	have	VERB
bitcs-2426	43	12	similar	similar	ADJ
bitcs-2426	43	13	expression	expression	NOUN
bitcs-2426	43	14	profiles	profile	NOUN
bitcs-2426	43	15	to	to	PART
bitcs-2426	43	16	make	make	VERB
bitcs-2426	43	17	a	a	DET
bitcs-2426	43	18	meaningful	meaningful	ADJ
bitcs-2426	43	19	biological	biological	ADJ
bitcs-2426	43	20	inference	inference	NOUN
bitcs-2426	43	21	from	from	ADP
bitcs-2426	43	22	the	the	DET
bitcs-2426	43	23	set	set	NOUN
bitcs-2426	43	24	of	of	ADP
bitcs-2426	43	25	genes	gene	NOUN
bitcs-2426	43	26	or	or	CCONJ
bitcs-2426	43	27	samples	sample	NOUN
bitcs-2426	43	28	(	(	PUNCT
bitcs-2426	43	29	martin	martin	PROPN
bitcs-2426	43	30	et.al	et.al	PROPN
bitcs-2426	43	31	.	.	PROPN
bitcs-2426	43	32	,	,	PUNCT
bitcs-2426	43	33	2016	2016	NUM
bitcs-2426	43	34	)	)	PUNCT
bitcs-2426	43	35	.	.	PUNCT
bitcs-2426	44	1	the	the	DET
bitcs-2426	44	2	field	field	NOUN
bitcs-2426	44	3	of	of	ADP
bitcs-2426	44	4	bioinformatics	bioinformatics	NOUN
bitcs-2426	44	5	essentially	essentially	ADV
bitcs-2426	44	6	deals	deal	VERB
bitcs-2426	44	7	with	with	ADP
bitcs-2426	44	8	biological	biological	ADJ
bitcs-2426	44	9	information	information	NOUN
bitcs-2426	44	10	processing	processing	NOUN
bitcs-2426	44	11	.	.	PUNCT
bitcs-2426	45	1	one	one	NUM
bitcs-2426	45	2	of	of	ADP
bitcs-2426	45	3	the	the	DET
bitcs-2426	45	4	requirements	requirement	NOUN
bitcs-2426	45	5	for	for	ADP
bitcs-2426	45	6	effective	effective	ADJ
bitcs-2426	45	7	bioinformatics	bioinformatics	NOUN
bitcs-2426	45	8	is	be	AUX
bitcs-2426	45	9	an	an	DET
bitcs-2426	45	10	extensive	extensive	ADJ
bitcs-2426	45	11	range	range	NOUN
bitcs-2426	45	12	of	of	ADP
bitcs-2426	45	13	computational	computational	ADJ
bitcs-2426	45	14	models	model	NOUN
bitcs-2426	45	15	that	that	PRON
bitcs-2426	45	16	helps	help	VERB
bitcs-2426	45	17	in	in	ADP
bitcs-2426	45	18	representation	representation	NOUN
bitcs-2426	45	19	and	and	CCONJ
bitcs-2426	45	20	computation	computation	NOUN
bitcs-2426	45	21	of	of	ADP
bitcs-2426	45	22	massive	massive	ADJ
bitcs-2426	45	23	biological	biological	ADJ
bitcs-2426	45	24	data	datum	NOUN
bitcs-2426	45	25	.	.	PUNCT
bitcs-2426	46	1	as	as	ADP
bitcs-2426	46	2	[	[	X
bitcs-2426	46	3	2	2	NUM
bitcs-2426	46	4	]	]	PUNCT
bitcs-2426	46	5	point	point	NOUN
bitcs-2426	46	6	out	out	ADP
bitcs-2426	46	7	,	,	PUNCT
bitcs-2426	46	8	biological	biological	ADJ
bitcs-2426	46	9	experiments	experiment	NOUN
bitcs-2426	46	10	and	and	CCONJ
bitcs-2426	46	11	processes	process	VERB
bitcs-2426	46	12	analysis	analysis	NOUN
bitcs-2426	46	13	require	require	VERB
bitcs-2426	46	14	too	too	ADV
bitcs-2426	46	15	much	much	ADJ
bitcs-2426	46	16	effort	effort	NOUN
bitcs-2426	46	17	.	.	PUNCT
bitcs-2426	47	1	additionally	additionally	ADV
bitcs-2426	47	2	,	,	PUNCT
bitcs-2426	47	3	this	this	DET
bitcs-2426	47	4	process	process	NOUN
bitcs-2426	47	5	can	can	AUX
bitcs-2426	47	6	prove	prove	VERB
bitcs-2426	47	7	to	to	PART
bitcs-2426	47	8	be	be	AUX
bitcs-2426	47	9	very	very	ADV
bitcs-2426	47	10	slow	slow	ADJ
bitcs-2426	47	11	.	.	PUNCT
bitcs-2426	48	1	this	this	PRON
bitcs-2426	48	2	can	can	AUX
bitcs-2426	48	3	be	be	AUX
bitcs-2426	48	4	attributed	attribute	VERB
bitcs-2426	48	5	to	to	ADP
bitcs-2426	48	6	the	the	DET
bitcs-2426	48	7	ever	ever	ADV
bitcs-2426	48	8	-	-	PUNCT
bitcs-2426	48	9	growing	grow	VERB
bitcs-2426	48	10	intricacy	intricacy	NOUN
bitcs-2426	48	11	of	of	ADP
bitcs-2426	48	12	the	the	DET
bitcs-2426	48	13	processes	process	NOUN
bitcs-2426	48	14	and	and	CCONJ
bitcs-2426	48	15	fiery	fiery	ADJ
bitcs-2426	48	16	growth	growth	NOUN
bitcs-2426	48	17	of	of	ADP
bitcs-2426	48	18	biological	biological	ADJ
bitcs-2426	48	19	data	datum	NOUN
bitcs-2426	48	20	emerging	emerge	VERB
bitcs-2426	48	21	from	from	ADP
bitcs-2426	48	22	laboratories	laboratory	NOUN
bitcs-2426	48	23	universally	universally	ADV
bitcs-2426	48	24	.	.	PUNCT
bitcs-2426	49	1	the	the	DET
bitcs-2426	49	2	recent	recent	ADJ
bitcs-2426	49	3	drawback	drawback	NOUN
bitcs-2426	49	4	,	,	PUNCT
bitcs-2426	49	5	as	as	SCONJ
bitcs-2426	49	6	[	[	X
bitcs-2426	49	7	3	3	NUM
bitcs-2426	49	8	]	]	PUNCT
bitcs-2426	49	9	noted	note	VERB
bitcs-2426	49	10	,	,	PUNCT
bitcs-2426	49	11	is	be	AUX
bitcs-2426	49	12	on	on	ADP
bitcs-2426	49	13	how	how	SCONJ
bitcs-2426	49	14	to	to	PART
bitcs-2426	49	15	convert	convert	VERB
bitcs-2426	49	16	this	this	DET
bitcs-2426	49	17	enormous	enormous	ADJ
bitcs-2426	49	18	data	datum	NOUN
bitcs-2426	49	19	repository	repository	NOUN
bitcs-2426	49	20	into	into	ADP
bitcs-2426	49	21	knowledge	knowledge	NOUN
bitcs-2426	49	22	that	that	PRON
bitcs-2426	49	23	can	can	AUX
bitcs-2426	49	24	facilitate	facilitate	VERB
bitcs-2426	49	25	understanding	understanding	NOUN
bitcs-2426	49	26	of	of	ADP
bitcs-2426	49	27	biological	biological	ADJ
bitcs-2426	49	28	processes	process	NOUN
bitcs-2426	49	29	and	and	CCONJ
bitcs-2426	49	30	experiments	experiment	NOUN
bitcs-2426	49	31	pertaining	pertain	VERB
bitcs-2426	49	32	to	to	ADP
bitcs-2426	49	33	both	both	DET
bitcs-2426	49	34	health	health	NOUN
bitcs-2426	49	35	and	and	CCONJ
bitcs-2426	49	36	diseases	disease	NOUN
bitcs-2426	49	37	.	.	PUNCT
bitcs-2426	50	1	according	accord	VERB
bitcs-2426	50	2	to	to	ADP
bitcs-2426	50	3	[	[	X
bitcs-2426	50	4	4	4	NUM
bitcs-2426	50	5	]	]	PUNCT
bitcs-2426	50	6	timeseries	timeserie	NOUN
bitcs-2426	50	7	gene	gene	NOUN
bitcs-2426	50	8	expression	expression	NOUN
bitcs-2426	50	9	analysis	analysis	NOUN
bitcs-2426	50	10	allows	allow	VERB
bitcs-2426	50	11	for	for	ADP
bitcs-2426	50	12	principled	principled	ADJ
bitcs-2426	50	13	estimation	estimation	NOUN
bitcs-2426	50	14	of	of	ADP
bitcs-2426	50	15	unobserved	unobserved	ADJ
bitcs-2426	50	16	time	time	NOUN
bitcs-2426	50	17	-	-	PUNCT
bitcs-2426	50	18	points	point	NOUN
bitcs-2426	50	19	,	,	PUNCT
bitcs-2426	50	20	clustering	clustering	NOUN
bitcs-2426	50	21	,	,	PUNCT
bitcs-2426	50	22	and	and	CCONJ
bitcs-2426	50	23	dataset	dataset	ADJ
bitcs-2426	50	24	alignment	alignment	NOUN
bitcs-2426	50	25	.	.	PUNCT
bitcs-2426	51	1	in	in	ADP
bitcs-2426	51	2	this	this	DET
bitcs-2426	51	3	technique	technique	NOUN
bitcs-2426	51	4	,	,	PUNCT
bitcs-2426	51	5	every	every	DET
bitcs-2426	51	6	expression	expression	NOUN
bitcs-2426	51	7	profile	profile	NOUN
bitcs-2426	51	8	is	be	AUX
bitcs-2426	51	9	modeled	model	VERB
bitcs-2426	51	10	as	as	ADP
bitcs-2426	51	11	a	a	DET
bitcs-2426	51	12	piecewise	piecewise	NOUN
bitcs-2426	51	13	polynomial	polynomial	NOUN
bitcs-2426	51	14	which	which	PRON
bitcs-2426	51	15	is	be	AUX
bitcs-2426	51	16	estimated	estimate	VERB
bitcs-2426	51	17	from	from	ADP
bitcs-2426	51	18	the	the	DET
bitcs-2426	51	19	observed	observe	VERB
bitcs-2426	51	20	data	datum	NOUN
bitcs-2426	51	21	and	and	CCONJ
bitcs-2426	51	22	every	every	DET
bitcs-2426	51	23	time	time	NOUN
bitcs-2426	51	24	point	point	NOUN
bitcs-2426	51	25	sways	sway	VERB
bitcs-2426	51	26	the	the	DET
bitcs-2426	51	27	overall	overall	ADJ
bitcs-2426	51	28	smooth	smooth	ADJ
bitcs-2426	51	29	expression	expression	NOUN
bitcs-2426	51	30	curve	curve	NOUN
bitcs-2426	51	31	.	.	PUNCT
bitcs-2426	52	1	gene	gene	NOUN
bitcs-2426	52	2	expression	expression	NOUN
bitcs-2426	52	3	experiments	experiment	NOUN
bitcs-2426	52	4	carried	carry	VERB
bitcs-2426	52	5	out	out	ADP
bitcs-2426	52	6	using	use	VERB
bitcs-2426	52	7	time	time	NOUN
bitcs-2426	52	8	series	series	PROPN
bitcs-2426	52	9	show	show	VERB
bitcs-2426	52	10	that	that	SCONJ
bitcs-2426	52	11	unobserved	unobserved	ADJ
bitcs-2426	52	12	timepoints	timepoint	NOUN
bitcs-2426	52	13	can	can	AUX
bitcs-2426	52	14	be	be	AUX
bitcs-2426	52	15	reconstructed	reconstruct	VERB
bitcs-2426	52	16	with	with	ADP
bitcs-2426	52	17	10	10	NUM
bitcs-2426	52	18	-	-	SYM
bitcs-2426	52	19	15	15	NUM
bitcs-2426	52	20	%	%	NOUN
bitcs-2426	52	21	less	less	ADJ
bitcs-2426	52	22	error	error	NOUN
bitcs-2426	52	23	when	when	SCONJ
bitcs-2426	52	24	compared	compare	VERB
bitcs-2426	52	25	to	to	ADP
bitcs-2426	52	26	other	other	ADJ
bitcs-2426	52	27	profiling	profiling	NOUN
bitcs-2426	52	28	methods	method	NOUN
bitcs-2426	52	29	.	.	PUNCT
bitcs-2426	53	1	the	the	DET
bitcs-2426	53	2	time	time	NOUN
bitcs-2426	53	3	series	series	NOUN
bitcs-2426	53	4	-	-	PUNCT
bitcs-2426	53	5	based	base	VERB
bitcs-2426	53	6	clustering	clustering	ADJ
bitcs-2426	53	7	algorithm	algorithm	NOUN
bitcs-2426	53	8	operates	operate	VERB
bitcs-2426	53	9	directly	directly	ADV
bitcs-2426	53	10	on	on	ADP
bitcs-2426	53	11	the	the	DET
bitcs-2426	53	12	continuous	continuous	ADJ
bitcs-2426	53	13	representations	representation	NOUN
bitcs-2426	53	14	of	of	ADP
bitcs-2426	53	15	gene	gene	NOUN
bitcs-2426	53	16	expression	expression	NOUN
bitcs-2426	53	17	profiles	profile	NOUN
bitcs-2426	53	18	.	.	PUNCT
bitcs-2426	54	1	this	this	PRON
bitcs-2426	54	2	is	be	AUX
bitcs-2426	54	3	particularly	particularly	ADV
bitcs-2426	54	4	effective	effective	ADJ
bitcs-2426	54	5	when	when	SCONJ
bitcs-2426	54	6	applied	apply	VERB
bitcs-2426	54	7	to	to	ADP
bitcs-2426	54	8	non	non	ADJ
bitcs-2426	54	9	-	-	ADJ
bitcs-2426	54	10	uniformly	uniformly	ADV
bitcs-2426	54	11	sampled	sample	VERB
bitcs-2426	54	12	data	datum	NOUN
bitcs-2426	54	13	.	.	PUNCT
bitcs-2426	55	1	stomach	stomach	NOUN
bitcs-2426	55	2	cancer	cancer	NOUN
bitcs-2426	55	3	(	(	PUNCT
bitcs-2426	55	4	sc	sc	PROPN
bitcs-2426	55	5	)	)	PUNCT
bitcs-2426	55	6	is	be	AUX
bitcs-2426	55	7	the	the	DET
bitcs-2426	55	8	fourth	fourth	ADJ
bitcs-2426	55	9	most	most	ADV
bitcs-2426	55	10	frequently	frequently	ADV
bitcs-2426	55	11	diagnosed	diagnose	VERB
bitcs-2426	55	12	malignancy	malignancy	NOUN
bitcs-2426	55	13	and	and	CCONJ
bitcs-2426	55	14	the	the	DET
bitcs-2426	55	15	second	second	ADJ
bitcs-2426	55	16	leading	leading	ADJ
bitcs-2426	55	17	cause	cause	NOUN
bitcs-2426	55	18	of	of	ADP
bitcs-2426	55	19	cancer	cancer	NOUN
bitcs-2426	55	20	death	death	NOUN
bitcs-2426	55	21	worldwide	worldwide	ADV
bitcs-2426	55	22	(	(	PUNCT
bitcs-2426	55	23	yang	yang	PROPN
bitcs-2426	55	24	et.al	et.al	PROPN
bitcs-2426	55	25	.	.	PUNCT
bitcs-2426	55	26	,2018	,2018	PUNCT
bitcs-2426	55	27	)	)	PUNCT
bitcs-2426	55	28	.	.	PUNCT
bitcs-2426	56	1	although	although	SCONJ
bitcs-2426	56	2	the	the	DET
bitcs-2426	56	3	incidence	incidence	NOUN
bitcs-2426	56	4	of	of	ADP
bitcs-2426	56	5	sc	sc	PROPN
bitcs-2426	56	6	has	have	AUX
bitcs-2426	56	7	declined	decline	VERB
bitcs-2426	56	8	for	for	ADP
bitcs-2426	56	9	decades	decade	NOUN
bitcs-2426	56	10	,	,	PUNCT
bitcs-2426	56	11	the	the	DET
bitcs-2426	56	12	prognosis	prognosis	NOUN
bitcs-2426	56	13	of	of	ADP
bitcs-2426	56	14	sc	sc	PROPN
bitcs-2426	56	15	remains	remain	VERB
bitcs-2426	56	16	very	very	ADV
bitcs-2426	56	17	poor	poor	ADJ
bitcs-2426	56	18	,	,	PUNCT
bitcs-2426	56	19	especially	especially	ADV
bitcs-2426	56	20	in	in	ADP
bitcs-2426	56	21	china	china	PROPN
bitcs-2426	56	22	.	.	PUNCT
bitcs-2426	57	1	at	at	ADP
bitcs-2426	57	2	present	present	ADJ
bitcs-2426	57	3	,	,	PUNCT
bitcs-2426	57	4	the	the	DET
bitcs-2426	57	5	pathogenesis	pathogenesis	NOUN
bitcs-2426	57	6	of	of	ADP
bitcs-2426	57	7	sc	sc	PROPN
bitcs-2426	57	8	is	be	AUX
bitcs-2426	57	9	unclear	unclear	ADJ
bitcs-2426	57	10	,	,	PUNCT
bitcs-2426	57	11	thereby	thereby	ADV
bitcs-2426	57	12	necessitating	necessitate	VERB
bitcs-2426	57	13	effective	effective	ADJ
bitcs-2426	57	14	biomarkers	biomarker	NOUN
bitcs-2426	57	15	and	and	CCONJ
bitcs-2426	57	16	targeted	target	VERB
bitcs-2426	57	17	therapeutics	therapeutic	NOUN
bitcs-2426	57	18	.	.	PUNCT
bitcs-2426	58	1	traditionally	traditionally	ADV
bitcs-2426	58	2	,	,	PUNCT
bitcs-2426	58	3	clinic	clinic	ADJ
bitcs-2426	58	4	pathological	pathological	ADJ
bitcs-2426	58	5	parameters	parameter	NOUN
bitcs-2426	58	6	were	be	AUX
bitcs-2426	58	7	used	use	VERB
bitcs-2426	58	8	in	in	ADP
bitcs-2426	58	9	risk	risk	NOUN
bitcs-2426	58	10	stratification	stratification	NOUN
bitcs-2426	58	11	of	of	ADP
bitcs-2426	58	12	sc	sc	PROPN
bitcs-2426	58	13	outcomes	outcome	NOUN
bitcs-2426	58	14	.	.	PUNCT
bitcs-2426	59	1	however	however	ADV
bitcs-2426	59	2	,	,	PUNCT
bitcs-2426	59	3	a	a	DET
bitcs-2426	59	4	number	number	NOUN
bitcs-2426	59	5	of	of	ADP
bitcs-2426	59	6	advanced	advanced	ADJ
bitcs-2426	59	7	sc	sc	PROPN
bitcs-2426	59	8	patients	patient	NOUN
bitcs-2426	59	9	remained	remain	VERB
bitcs-2426	59	10	stable	stable	ADJ
bitcs-2426	59	11	for	for	ADP
bitcs-2426	59	12	a	a	DET
bitcs-2426	59	13	couple	couple	NOUN
bitcs-2426	59	14	of	of	ADP
bitcs-2426	59	15	years	year	NOUN
bitcs-2426	59	16	,	,	PUNCT
bitcs-2426	59	17	whereas	whereas	SCONJ
bitcs-2426	59	18	some	some	DET
bitcs-2426	59	19	early	early	ADJ
bitcs-2426	59	20	-	-	PUNCT
bitcs-2426	59	21	stage	stage	NOUN
bitcs-2426	59	22	patients	patient	NOUN
bitcs-2426	59	23	progressed	progress	VERB
bitcs-2426	59	24	rapidly	rapidly	ADV
bitcs-2426	59	25	[	[	X
bitcs-2426	59	26	5	5	NUM
bitcs-2426	59	27	]	]	PUNCT
bitcs-2426	59	28	.	.	PUNCT
bitcs-2426	60	1	therefore	therefore	ADV
bitcs-2426	60	2	,	,	PUNCT
bitcs-2426	60	3	reliable	reliable	ADJ
bitcs-2426	60	4	biomarkers	biomarker	NOUN
bitcs-2426	60	5	or	or	CCONJ
bitcs-2426	60	6	stratification	stratification	NOUN
bitcs-2426	60	7	systems	system	NOUN
bitcs-2426	60	8	that	that	PRON
bitcs-2426	60	9	can	can	AUX
bitcs-2426	60	10	be	be	AUX
bitcs-2426	60	11	used	use	VERB
bitcs-2426	60	12	for	for	ADP
bitcs-2426	60	13	more	more	ADV
bitcs-2426	60	14	accurate	accurate	ADJ
bitcs-2426	60	15	prediction	prediction	NOUN
bitcs-2426	60	16	are	be	AUX
bitcs-2426	60	17	highly	highly	ADV
bitcs-2426	60	18	essential	essential	ADJ
bitcs-2426	60	19	[	[	X
bitcs-2426	60	20	6	6	NUM
bitcs-2426	60	21	]	]	PUNCT
bitcs-2426	60	22	.	.	PUNCT
bitcs-2426	61	1	the	the	DET
bitcs-2426	61	2	greatest	great	ADJ
bitcs-2426	61	3	challenge	challenge	NOUN
bitcs-2426	61	4	in	in	ADP
bitcs-2426	61	5	cancer	cancer	NOUN
bitcs-2426	61	6	diagnosis	diagnosis	NOUN
bitcs-2426	61	7	is	be	AUX
bitcs-2426	61	8	the	the	DET
bitcs-2426	61	9	identification	identification	NOUN
bitcs-2426	61	10	of	of	ADP
bitcs-2426	61	11	a	a	DET
bitcs-2426	61	12	subset	subset	NOUN
bitcs-2426	61	13	of	of	ADP
bitcs-2426	61	14	genes	gene	NOUN
bitcs-2426	61	15	with	with	ADP
bitcs-2426	61	16	crucial	crucial	ADJ
bitcs-2426	61	17	roles	role	NOUN
bitcs-2426	61	18	in	in	ADP
bitcs-2426	61	19	diverse	diverse	ADJ
bitcs-2426	61	20	stages	stage	NOUN
bitcs-2426	61	21	of	of	ADP
bitcs-2426	61	22	these	these	DET
bitcs-2426	61	23	diseases	disease	NOUN
bitcs-2426	61	24	’	'	PUNCT
bitcs-2426	61	25	progression	progression	NOUN
bitcs-2426	61	26	from	from	ADP
bitcs-2426	61	27	early	early	ADJ
bitcs-2426	61	28	stages	stage	NOUN
bitcs-2426	61	29	of	of	ADP
bitcs-2426	61	30	carcinogenesis	carcinogenesis	NOUN
bitcs-2426	61	31	to	to	ADP
bitcs-2426	61	32	its	its	PRON
bitcs-2426	61	33	final	final	ADJ
bitcs-2426	61	34	stage	stage	NOUN
bitcs-2426	61	35	of	of	ADP
bitcs-2426	61	36	metastasis	metastasis	NOUN
bitcs-2426	61	37	.	.	PUNCT
bitcs-2426	62	1	as	as	ADP
bitcs-2426	62	2	[	[	X
bitcs-2426	62	3	7	7	X
bitcs-2426	62	4	]	]	PUNCT
bitcs-2426	62	5	explains	explain	VERB
bitcs-2426	62	6	,	,	PUNCT
bitcs-2426	62	7	reliable	reliable	ADJ
bitcs-2426	62	8	identification	identification	NOUN
bitcs-2426	62	9	of	of	ADP
bitcs-2426	62	10	molecular	molecular	ADJ
bitcs-2426	62	11	determinants	determinant	NOUN
bitcs-2426	62	12	of	of	ADP
bitcs-2426	62	13	clinical	clinical	ADJ
bitcs-2426	62	14	outcomes	outcome	NOUN
bitcs-2426	62	15	can	can	AUX
bitcs-2426	62	16	facilitate	facilitate	VERB
bitcs-2426	62	17	the	the	DET
bitcs-2426	62	18	discovery	discovery	NOUN
bitcs-2426	62	19	of	of	ADP
bitcs-2426	62	20	functional	functional	ADJ
bitcs-2426	62	21	biomarkers	biomarker	NOUN
bitcs-2426	62	22	predictive	predictive	ADJ
bitcs-2426	62	23	of	of	ADP
bitcs-2426	62	24	therapy	therapy	NOUN
bitcs-2426	62	25	response	response	NOUN
bitcs-2426	62	26	or	or	CCONJ
bitcs-2426	62	27	disease	disease	NOUN
bitcs-2426	62	28	progression	progression	NOUN
bitcs-2426	62	29	.	.	PUNCT
bitcs-2426	63	1	in	in	ADP
bitcs-2426	63	2	addition	addition	NOUN
bitcs-2426	63	3	,	,	PUNCT
bitcs-2426	63	4	this	this	PRON
bitcs-2426	63	5	can	can	AUX
bitcs-2426	63	6	provide	provide	VERB
bitcs-2426	63	7	insights	insight	NOUN
bitcs-2426	63	8	into	into	ADP
bitcs-2426	63	9	new	new	ADJ
bitcs-2426	63	10	therapeutic	therapeutic	ADJ
bitcs-2426	63	11	targets	target	NOUN
bitcs-2426	63	12	in	in	ADP
bitcs-2426	63	13	this	this	DET
bitcs-2426	63	14	aggressive	aggressive	ADJ
bitcs-2426	63	15	disease	disease	NOUN
bitcs-2426	63	16	.	.	PUNCT
bitcs-2426	64	1	[	[	X
bitcs-2426	64	2	8	8	NUM
bitcs-2426	64	3	]	]	PUNCT
bitcs-2426	64	4	further	far	ADV
bitcs-2426	64	5	point	point	VERB
bitcs-2426	64	6	out	out	ADP
bitcs-2426	64	7	that	that	SCONJ
bitcs-2426	64	8	the	the	DET
bitcs-2426	64	9	complexity	complexity	NOUN
bitcs-2426	64	10	of	of	ADP
bitcs-2426	64	11	genomic	genomic	ADJ
bitcs-2426	64	12	networks	network	NOUN
bitcs-2426	64	13	and	and	CCONJ
bitcs-2426	64	14	the	the	DET
bitcs-2426	64	15	vast	vast	ADJ
bitcs-2426	64	16	volume	volume	NOUN
bitcs-2426	64	17	of	of	ADP
bitcs-2426	64	18	genes	gene	NOUN
bitcs-2426	64	19	present	present	ADJ
bitcs-2426	64	20	increase	increase	VERB
bitcs-2426	64	21	the	the	DET
bitcs-2426	64	22	challenges	challenge	NOUN
bitcs-2426	64	23	of	of	ADP
bitcs-2426	64	24	understanding	understanding	NOUN
bitcs-2426	64	25	and	and	CCONJ
bitcs-2426	64	26	interpreting	interpret	VERB
bitcs-2426	64	27	the	the	DET
bitcs-2426	64	28	resulting	result	VERB
bitcs-2426	64	29	mass	mass	NOUN
bitcs-2426	64	30	of	of	ADP
bitcs-2426	64	31	data	datum	NOUN
bitcs-2426	64	32	.	.	PUNCT
bitcs-2426	65	1	the	the	DET
bitcs-2426	65	2	problem	problem	NOUN
bitcs-2426	65	3	is	be	AUX
bitcs-2426	65	4	compounded	compound	VERB
bitcs-2426	65	5	by	by	ADP
bitcs-2426	65	6	the	the	DET
bitcs-2426	65	7	vagueness	vagueness	NOUN
bitcs-2426	65	8	,	,	PUNCT
bitcs-2426	65	9	imprecision	imprecision	NOUN
bitcs-2426	65	10	,	,	PUNCT
bitcs-2426	65	11	and	and	CCONJ
bitcs-2426	65	12	noise	noise	NOUN
bitcs-2426	65	13	present	present	ADJ
bitcs-2426	65	14	in	in	ADP
bitcs-2426	65	15	this	this	DET
bitcs-2426	65	16	data	data	NOUN
bitcs-2426	65	17	.	.	PUNCT
bitcs-2426	66	1	according	accord	VERB
bitcs-2426	66	2	to	to	ADP
bitcs-2426	66	3	[	[	X
bitcs-2426	66	4	9	9	NUM
bitcs-2426	66	5	]	]	PUNCT
bitcs-2426	66	6	,	,	PUNCT
bitcs-2426	66	7	the	the	DET
bitcs-2426	66	8	current	current	ADJ
bitcs-2426	66	9	algorithms	algorithm	NOUN
bitcs-2426	66	10	such	such	ADJ
bitcs-2426	66	11	as	as	ADP
bitcs-2426	66	12	hierarchical	hierarchical	ADJ
bitcs-2426	66	13	gene	gene	NOUN
bitcs-2426	66	14	profiling	profiling	NOUN
bitcs-2426	66	15	algorithm	algorithm	NOUN
bitcs-2426	66	16	,	,	PUNCT
bitcs-2426	66	17	selforganizing	selforganize	VERB
bitcs-2426	66	18	maps	map	NOUN
bitcs-2426	66	19	(	(	PUNCT
bitcs-2426	66	20	som	som	NOUN
bitcs-2426	66	21	)	)	PUNCT
bitcs-2426	66	22	,	,	PUNCT
bitcs-2426	66	23	support	support	VERB
bitcs-2426	66	24	vector	vector	NOUN
bitcs-2426	66	25	machines	machine	NOUN
bitcs-2426	66	26	(	(	PUNCT
bitcs-2426	66	27	svm	svm	PROPN
bitcs-2426	66	28	)	)	PUNCT
bitcs-2426	66	29	and	and	CCONJ
bitcs-2426	66	30	k	k	ADJ
bitcs-2426	66	31	-	-	PUNCT
bitcs-2426	66	32	means	means	NOUN
bitcs-2426	66	33	algorithm	algorithm	NOUN
bitcs-2426	66	34	,	,	PUNCT
bitcs-2426	66	35	can	can	AUX
bitcs-2426	66	36	only	only	ADV
bitcs-2426	66	37	detect	detect	VERB
bitcs-2426	66	38	relationships	relationship	NOUN
bitcs-2426	66	39	where	where	SCONJ
bitcs-2426	66	40	there	there	PRON
bitcs-2426	66	41	is	be	VERB
bitcs-2426	66	42	sufficient	sufficient	ADJ
bitcs-2426	66	43	variability	variability	NOUN
bitcs-2426	66	44	in	in	ADP
bitcs-2426	66	45	gene	gene	NOUN
bitcs-2426	66	46	expressions	expression	NOUN
bitcs-2426	66	47	and	and	CCONJ
bitcs-2426	66	48	as	as	SCONJ
bitcs-2426	66	49	such	such	ADJ
bitcs-2426	66	50	,	,	PUNCT
bitcs-2426	66	51	functional	functional	ADJ
bitcs-2426	66	52	interactions	interaction	NOUN
bitcs-2426	66	53	are	be	AUX
bitcs-2426	66	54	only	only	ADV
bitcs-2426	66	55	detectable	detectable	ADJ
bitcs-2426	66	56	if	if	SCONJ
bitcs-2426	66	57	they	they	PRON
bitcs-2426	66	58	induce	induce	VERB
bitcs-2426	66	59	changes	change	NOUN
bitcs-2426	66	60	in	in	ADP
bitcs-2426	66	61	transcriptional	transcriptional	ADJ
bitcs-2426	66	62	state	state	NOUN
bitcs-2426	66	63	that	that	PRON
bitcs-2426	66	64	persist	persist	VERB
bitcs-2426	66	65	over	over	ADP
bitcs-2426	66	66	a	a	DET
bitcs-2426	66	67	reasonable	reasonable	ADJ
bitcs-2426	66	68	timescale	timescale	NOUN
bitcs-2426	66	69	.	.	PUNCT
bitcs-2426	67	1	to	to	PART
bitcs-2426	67	2	address	address	VERB
bitcs-2426	67	3	this	this	DET
bitcs-2426	67	4	problem	problem	NOUN
bitcs-2426	67	5	,	,	PUNCT
bitcs-2426	67	6	algorithms	algorithm	NOUN
bitcs-2426	67	7	for	for	ADP
bitcs-2426	67	8	visualizing	visualize	VERB
bitcs-2426	67	9	high	high	ADJ
bitcs-2426	67	10	-	-	PUNCT
bitcs-2426	67	11	throughput	throughput	NOUN
bitcs-2426	67	12	single	single	ADJ
bitcs-2426	67	13	-	-	PUNCT
bitcs-2426	67	14	cell	cell	NOUN
bitcs-2426	67	15	datasets	dataset	NOUN
bitcs-2426	67	16	and	and	CCONJ
bitcs-2426	67	17	identifying	identify	VERB
bitcs-2426	67	18	putative	putative	ADJ
bitcs-2426	67	19	functional	functional	ADJ
bitcs-2426	67	20	relationships	relationship	NOUN
bitcs-2426	67	21	between	between	ADP
bitcs-2426	67	22	genes	gene	NOUN
bitcs-2426	67	23	are	be	AUX
bitcs-2426	67	24	required	require	VERB
bitcs-2426	67	25	[	[	PUNCT
bitcs-2426	67	26	10	10	NUM
bitcs-2426	67	27	]	]	PUNCT
bitcs-2426	67	28	.	.	PUNCT
bitcs-2426	68	1	due	due	ADP
bitcs-2426	68	2	to	to	ADP
bitcs-2426	68	3	the	the	DET
bitcs-2426	68	4	potential	potential	NOUN
bitcs-2426	68	5	of	of	ADP
bitcs-2426	68	6	time	time	NOUN
bitcs-2426	68	7	series	series	NOUN
bitcs-2426	68	8	to	to	PART
bitcs-2426	68	9	unravel	unravel	VERB
bitcs-2426	68	10	biological	biological	ADJ
bitcs-2426	68	11	processes	process	NOUN
bitcs-2426	68	12	that	that	PRON
bitcs-2426	68	13	take	take	VERB
bitcs-2426	68	14	place	place	NOUN
bitcs-2426	68	15	over	over	ADP
bitcs-2426	68	16	short	short	ADJ
bitcs-2426	68	17	time	time	NOUN
bitcs-2426	68	18	duration	duration	NOUN
bitcs-2426	68	19	,	,	PUNCT
bitcs-2426	68	20	this	this	DET
bitcs-2426	68	21	research	research	NOUN
bitcs-2426	68	22	work	work	NOUN
bitcs-2426	68	23	employed	employ	VERB
bitcs-2426	68	24	this	this	DET
bitcs-2426	68	25	nonconventional	nonconventional	ADJ
bitcs-2426	68	26	data	datum	NOUN
bitcs-2426	68	27	type	type	NOUN
bitcs-2426	68	28	to	to	PART
bitcs-2426	68	29	come	come	VERB
bitcs-2426	68	30	up	up	ADP
bitcs-2426	68	31	with	with	ADP
bitcs-2426	68	32	a	a	DET
bitcs-2426	68	33	gene	gene	NOUN
bitcs-2426	68	34	profiling	profiling	NOUN
bitcs-2426	68	35	algorithm	algorithm	NOUN
bitcs-2426	68	36	that	that	PRON
bitcs-2426	68	37	is	be	AUX
bitcs-2426	68	38	instrumental	instrumental	ADJ
bitcs-2426	68	39	in	in	ADP
bitcs-2426	68	40	disease	disease	NOUN
bitcs-2426	68	41	diagnosis	diagnosis	NOUN
bitcs-2426	68	42	in	in	ADP
bitcs-2426	68	43	human	human	ADJ
bitcs-2426	68	44	beings	being	NOUN
bitcs-2426	68	45	.	.	PUNCT
bitcs-2426	69	1	in	in	ADP
bitcs-2426	69	2	this	this	DET
bitcs-2426	69	3	paper	paper	NOUN
bitcs-2426	69	4	,	,	PUNCT
bitcs-2426	69	5	a	a	DET
bitcs-2426	69	6	time	time	NOUN
bitcs-2426	69	7	series	series	NOUN
bitcs-2426	69	8	based	base	VERB
bitcs-2426	69	9	gene	gene	NOUN
bitcs-2426	69	10	profiling	profiling	NOUN
bitcs-2426	69	11	algorithm	algorithm	NOUN
bitcs-2426	69	12	for	for	ADP
bitcs-2426	69	13	early	early	ADJ
bitcs-2426	69	14	stomach	stomach	NOUN
bitcs-2426	69	15	cancer	cancer	NOUN
bitcs-2426	69	16	diagnosis	diagnosis	NOUN
bitcs-2426	69	17	was	be	AUX
bitcs-2426	69	18	developed	develop	VERB
bitcs-2426	69	19	.	.	PUNCT
bitcs-2426	70	1	early	early	ADJ
bitcs-2426	70	2	and	and	CCONJ
bitcs-2426	70	3	accurate	accurate	ADJ
bitcs-2426	70	4	diagnosis	diagnosis	NOUN
bitcs-2426	70	5	of	of	ADP
bitcs-2426	70	6	stomach	stomach	NOUN
bitcs-2426	70	7	cancer	cancer	NOUN
bitcs-2426	70	8	can	can	AUX
bitcs-2426	70	9	significantly	significantly	ADV
bitcs-2426	70	10	improve	improve	VERB
bitcs-2426	70	11	the	the	DET
bitcs-2426	70	12	design	design	NOUN
bitcs-2426	70	13	of	of	ADP
bitcs-2426	70	14	personalized	personalized	ADJ
bitcs-2426	70	15	therapy	therapy	NOUN
bitcs-2426	70	16	and	and	CCONJ
bitcs-2426	70	17	enhance	enhance	VERB
bitcs-2426	70	18	the	the	DET
bitcs-2426	70	19	success	success	NOUN
bitcs-2426	70	20	of	of	ADP
bitcs-2426	70	21	therapeutic	therapeutic	ADJ
bitcs-2426	70	22	interventions	intervention	NOUN
bitcs-2426	70	23	.	.	PUNCT
bitcs-2426	71	1	since	since	SCONJ
bitcs-2426	71	2	time	time	NOUN
bitcs-2426	71	3	series	series	PROPN
bitcs-2426	71	4	has	have	VERB
bitcs-2426	71	5	the	the	DET
bitcs-2426	71	6	potential	potential	NOUN
bitcs-2426	71	7	of	of	ADP
bitcs-2426	71	8	identifying	identify	VERB
bitcs-2426	71	9	significant	significant	ADJ
bitcs-2426	71	10	chronological	chronological	ADJ
bitcs-2426	71	11	expression	expression	NOUN
bitcs-2426	71	12	profiles	profile	NOUN
bitcs-2426	71	13	and	and	CCONJ
bitcs-2426	71	14	the	the	DET
bitcs-2426	71	15	genes	gene	NOUN
bitcs-2426	71	16	associated	associate	VERB
bitcs-2426	71	17	with	with	ADP
bitcs-2426	71	18	this	this	DET
bitcs-2426	71	19	profile	profile	NOUN
bitcs-2426	71	20	,	,	PUNCT
bitcs-2426	71	21	it	it	PRON
bitcs-2426	71	22	can	can	AUX
bitcs-2426	71	23	enable	enable	VERB
bitcs-2426	71	24	the	the	DET
bitcs-2426	71	25	comparison	comparison	NOUN
bitcs-2426	71	26	of	of	ADP
bitcs-2426	71	27	cancer	cancer	NOUN
bitcs-2426	71	28	infected	infect	VERB
bitcs-2426	71	29	genes	gene	NOUN
bitcs-2426	71	30	behavior	behavior	NOUN
bitcs-2426	71	31	across	across	ADP
bitcs-2426	71	32	multiple	multiple	ADJ
bitcs-2426	71	33	conditions	condition	NOUN
bitcs-2426	71	34	over	over	ADP
bitcs-2426	71	35	short	short	ADJ
bitcs-2426	71	36	time	time	NOUN
bitcs-2426	71	37	duration	duration	NOUN
bitcs-2426	71	38	.	.	PUNCT
bitcs-2426	72	1	specifically	specifically	ADV
bitcs-2426	72	2	,	,	PUNCT
bitcs-2426	72	3	the	the	DET
bitcs-2426	72	4	response	response	NOUN
bitcs-2426	72	5	of	of	ADP
bitcs-2426	72	6	gastric	gastric	ADJ
bitcs-2426	72	7	epithelial	epithelial	ADJ
bitcs-2426	72	8	cells	cell	NOUN
bitcs-2426	72	9	infected	infect	VERB
bitcs-2426	72	10	with	with	ADP
bitcs-2426	72	11	the	the	DET
bitcs-2426	72	12	vacamutant	vacamutant	NOUN
bitcs-2426	72	13	strain	strain	NOUN
bitcs-2426	72	14	of	of	ADP
bitcs-2426	72	15	the	the	DET
bitcs-2426	72	16	pathogen	pathogen	NOUN
bitcs-2426	72	17	helicobacter	helicobacter	NOUN
bitcs-2426	72	18	pylori	pylori	NOUN
bitcs-2426	72	19	was	be	AUX
bitcs-2426	72	20	investigated	investigate	VERB
bitcs-2426	72	21	[	[	PUNCT
bitcs-2426	72	22	11	11	NUM
bitcs-2426	72	23	]	]	PUNCT
bitcs-2426	72	24	.	.	PUNCT
bitcs-2426	73	1	the	the	DET
bitcs-2426	73	2	contributions	contribution	NOUN
bitcs-2426	73	3	of	of	ADP
bitcs-2426	73	4	this	this	DET
bitcs-2426	73	5	paper	paper	NOUN
bitcs-2426	73	6	include	include	VERB
bitcs-2426	73	7	the	the	DET
bitcs-2426	73	8	derivation	derivation	NOUN
bitcs-2426	73	9	of	of	ADP
bitcs-2426	73	10	mathematical	mathematical	ADJ
bitcs-2426	73	11	parameters	parameter	NOUN
bitcs-2426	73	12	that	that	PRON
bitcs-2426	73	13	were	be	AUX
bitcs-2426	73	14	shown	show	VERB
bitcs-2426	73	15	to	to	PART
bitcs-2426	73	16	help	help	VERB
bitcs-2426	73	17	in	in	ADP
bitcs-2426	73	18	the	the	DET
bitcs-2426	73	19	generations	generation	NOUN
bitcs-2426	73	20	of	of	ADP
bitcs-2426	73	21	gene	gene	NOUN
bitcs-2426	73	22	profiles	profile	NOUN
bitcs-2426	73	23	over	over	ADP
bitcs-2426	73	24	a	a	DET
bitcs-2426	73	25	limited	limited	ADJ
bitcs-2426	73	26	duration	duration	NOUN
bitcs-2426	73	27	of	of	ADP
bitcs-2426	73	28	time	time	NOUN
bitcs-2426	73	29	.	.	PUNCT
bitcs-2426	74	1	the	the	DET
bitcs-2426	74	2	rest	rest	NOUN
bitcs-2426	74	3	of	of	ADP
bitcs-2426	74	4	this	this	DET
bitcs-2426	74	5	paper	paper	NOUN
bitcs-2426	74	6	is	be	AUX
bitcs-2426	74	7	organized	organize	VERB
bitcs-2426	74	8	as	as	SCONJ
bitcs-2426	74	9	follows	follow	VERB
bitcs-2426	74	10	.	.	PUNCT
bitcs-2426	75	1	section	section	NOUN
bitcs-2426	75	2	2	2	NUM
bitcs-2426	75	3	presents	present	VERB
bitcs-2426	75	4	the	the	DET
bitcs-2426	75	5	related	related	ADJ
bitcs-2426	75	6	work	work	NOUN
bitcs-2426	75	7	while	while	SCONJ
bitcs-2426	75	8	section	section	NOUN
bitcs-2426	75	9	3discusses	3discusses	NUM
bitcs-2426	75	10	gene	gene	NOUN
bitcs-2426	75	11	profiles	profile	NOUN
bitcs-2426	75	12	derivation	derivation	NOUN
bitcs-2426	75	13	.	.	PUNCT
bitcs-2426	76	1	section	section	NOUN
bitcs-2426	76	2	4	4	NUM
bitcs-2426	76	3	gives	give	VERB
bitcs-2426	76	4	a	a	DET
bitcs-2426	76	5	presentation	presentation	NOUN
bitcs-2426	76	6	of	of	ADP
bitcs-2426	76	7	results	result	NOUN
bitcs-2426	76	8	and	and	CCONJ
bitcs-2426	76	9	discussion	discussion	NOUN
bitcs-2426	76	10	while	while	SCONJ
bitcs-2426	76	11	part	part	NOUN
bitcs-2426	76	12	5	5	NUM
bitcs-2426	76	13	concludes	conclude	VERB
bitcs-2426	76	14	the	the	DET
bitcs-2426	76	15	paper	paper	NOUN
bitcs-2426	76	16	.	.	PUNCT
bitcs-2426	77	1	ii	ii	PROPN
bitcs-2426	77	2	.	.	PROPN
bitcs-2426	77	3	method	method	VERB
bitcs-2426	77	4	this	this	DET
bitcs-2426	77	5	paper	paper	NOUN
bitcs-2426	77	6	adopted	adopt	VERB
bitcs-2426	77	7	an	an	DET
bitcs-2426	77	8	experimental	experimental	ADJ
bitcs-2426	77	9	research	research	NOUN
bitcs-2426	77	10	design	design	NOUN
bitcs-2426	77	11	to	to	PART
bitcs-2426	77	12	develop	develop	VERB
bitcs-2426	77	13	an	an	DET
bitcs-2426	77	14	algorithm	algorithm	NOUN
bitcs-2426	77	15	that	that	PRON
bitcs-2426	77	16	aided	aid	VERB
bitcs-2426	77	17	in	in	ADP
bitcs-2426	77	18	the	the	DET
bitcs-2426	77	19	derivation	derivation	NOUN
bitcs-2426	77	20	of	of	ADP
bitcs-2426	77	21	gene	gene	NOUN
bitcs-2426	77	22	profiles	profile	NOUN
bitcs-2426	77	23	.	.	PUNCT
bitcs-2426	78	1	the	the	DET
bitcs-2426	78	2	approach	approach	NOUN
bitcs-2426	78	3	involved	involve	VERB
bitcs-2426	78	4	the	the	DET
bitcs-2426	78	5	derivation	derivation	NOUN
bitcs-2426	78	6	of	of	ADP
bitcs-2426	78	7	gene	gene	NOUN
bitcs-2426	78	8	profiling	profiling	NOUN
bitcs-2426	78	9	parameters	parameter	NOUN
bitcs-2426	78	10	which	which	PRON
bitcs-2426	78	11	were	be	AUX
bitcs-2426	78	12	then	then	ADV
bitcs-2426	78	13	employed	employ	VERB
bitcs-2426	78	14	to	to	PART
bitcs-2426	78	15	develop	develop	VERB
bitcs-2426	78	16	a	a	DET
bitcs-2426	78	17	time	time	NOUN
bitcs-2426	78	18	-	-	PUNCT
bitcs-2426	78	19	series	series	NOUN
bitcs-2426	78	20	based	base	VERB
bitcs-2426	78	21	algorithm	algorithm	NOUN
bitcs-2426	78	22	.	.	PUNCT
bitcs-2426	79	1	this	this	DET
bitcs-2426	79	2	algorithm	algorithm	NOUN
bitcs-2426	79	3	was	be	AUX
bitcs-2426	79	4	then	then	ADV
bitcs-2426	79	5	experimented	experiment	VERB
bitcs-2426	79	6	on	on	ADP
bitcs-2426	79	7	sample	sample	NOUN
bitcs-2426	79	8	genomic	genomic	NOUN
bitcs-2426	79	9	data	datum	NOUN
bitcs-2426	79	10	described	describe	VERB
bitcs-2426	79	11	in	in	ADP
bitcs-2426	79	12	section	section	NOUN
bitcs-2426	79	13	a	a	DET
bitcs-2426	79	14	below	below	NOUN
bitcs-2426	79	15	,	,	PUNCT
bitcs-2426	79	16	to	to	PART
bitcs-2426	79	17	provide	provide	VERB
bitcs-2426	79	18	the	the	DET
bitcs-2426	79	19	required	require	VERB
bitcs-2426	79	20	gene	gene	NOUN
bitcs-2426	79	21	profiles	profile	NOUN
bitcs-2426	79	22	visualization	visualization	NOUN
bitcs-2426	79	23	in	in	ADP
bitcs-2426	79	24	the	the	DET
bitcs-2426	79	25	form	form	NOUN
bitcs-2426	79	26	of	of	ADP
bitcs-2426	79	27	graphs	graph	NOUN
bitcs-2426	79	28	.	.	PUNCT
bitcs-2426	80	1	this	this	DET
bitcs-2426	80	2	visualization	visualization	NOUN
bitcs-2426	80	3	provided	provide	VERB
bitcs-2426	80	4	a	a	DET
bitcs-2426	80	5	straight	straight	ADJ
bitcs-2426	80	6	forward	forward	ADJ
bitcs-2426	80	7	means	mean	NOUN
bitcs-2426	80	8	of	of	ADP
bitcs-2426	80	9	establishing	establish	VERB
bitcs-2426	80	10	the	the	DET
bitcs-2426	80	11	sequential	sequential	ADJ
bitcs-2426	80	12	dependency	dependency	NOUN
bitcs-2426	80	13	among	among	ADP
bitcs-2426	80	14	successive	successive	ADJ
bitcs-2426	80	15	time	time	NOUN
bitcs-2426	80	16	point	point	NOUN
bitcs-2426	80	17	.	.	PUNCT
bitcs-2426	81	1	in	in	ADP
bitcs-2426	81	2	addition	addition	NOUN
bitcs-2426	81	3	,	,	PUNCT
bitcs-2426	81	4	the	the	DET
bitcs-2426	81	5	visualization	visualization	NOUN
bitcs-2426	81	6	facilitated	facilitate	VERB
bitcs-2426	81	7	the	the	DET
bitcs-2426	81	8	discovery	discovery	NOUN
bitcs-2426	81	9	of	of	ADP
bitcs-2426	81	10	patterns	pattern	NOUN
bitcs-2426	81	11	for	for	ADP
bitcs-2426	81	12	changing	change	VERB
bitcs-2426	81	13	activity	activity	NOUN
bitcs-2426	81	14	over	over	ADP
bitcs-2426	81	15	a	a	DET
bitcs-2426	81	16	restricted	restricted	ADJ
bitcs-2426	81	17	interval	interval	NOUN
bitcs-2426	81	18	of	of	ADP
bitcs-2426	81	19	an	an	DET
bitcs-2426	81	20	experiment	experiment	NOUN
bitcs-2426	81	21	’s	’s	PART
bitcs-2426	81	22	time	time	NOUN
bitcs-2426	81	23	frame	frame	NOUN
bitcs-2426	81	24	.	.	PUNCT
bitcs-2426	82	1	65	65	NUM
bitcs-2426	83	1	|	|	CCONJ
bitcs-2426	83	2	vol	vol	NOUN
bitcs-2426	83	3	.	.	PROPN
bitcs-2426	83	4	3	3	NUM
bitcs-2426	83	5	no	no	NOUN
bitcs-2426	83	6	.	.	NOUN
bitcs-2426	83	7	2	2	NUM
bitcs-2426	83	8	,	,	PUNCT
bitcs-2426	83	9	july	july	PROPN
bitcs-2426	83	10	202	202	NUM
bitcs-2426	83	11	2	2	NUM
bitcs-2426	83	12	3.1	3.1	NUM
bitcs-2426	83	13	data	datum	NOUN
bitcs-2426	83	14	set	set	VERB
bitcs-2426	83	15	the	the	DET
bitcs-2426	83	16	genomics	genomics	NOUN
bitcs-2426	83	17	data	datum	NOUN
bitcs-2426	83	18	employed	employ	VERB
bitcs-2426	83	19	in	in	ADP
bitcs-2426	83	20	this	this	DET
bitcs-2426	83	21	paper	paper	NOUN
bitcs-2426	83	22	were	be	AUX
bitcs-2426	83	23	from	from	ADP
bitcs-2426	83	24	two	two	NUM
bitcs-2426	83	25	experiments	experiment	NOUN
bitcs-2426	83	26	measuring	measure	VERB
bitcs-2426	83	27	the	the	DET
bitcs-2426	83	28	response	response	NOUN
bitcs-2426	83	29	of	of	ADP
bitcs-2426	83	30	gastric	gastric	ADJ
bitcs-2426	83	31	epithelial	epithelial	ADJ
bitcs-2426	83	32	cells	cell	NOUN
bitcs-2426	83	33	infected	infect	VERB
bitcs-2426	83	34	with	with	ADP
bitcs-2426	83	35	the	the	DET
bitcs-2426	83	36	vaca	vaca	NOUN
bitcs-2426	83	37	-	-	PUNCT
bitcs-2426	83	38	mutant	mutant	ADJ
bitcs-2426	83	39	strain	strain	NOUN
bitcs-2426	83	40	of	of	ADP
bitcs-2426	83	41	the	the	DET
bitcs-2426	83	42	pathogen	pathogen	NOUN
bitcs-2426	83	43	helicobacter	helicobacter	NOUN
bitcs-2426	83	44	pylori	pylori	NOUN
bitcs-2426	83	45	.	.	PUNCT
bitcs-2426	84	1	the	the	DET
bitcs-2426	84	2	data	datum	NOUN
bitcs-2426	84	3	is	be	AUX
bitcs-2426	84	4	sampled	sample	VERB
bitcs-2426	84	5	at	at	ADP
bitcs-2426	84	6	five	five	NUM
bitcs-2426	84	7	time	time	NOUN
bitcs-2426	84	8	points	point	NOUN
bitcs-2426	84	9	0	0	NUM
bitcs-2426	84	10	h	h	NOUN
bitcs-2426	84	11	,	,	PUNCT
bitcs-2426	84	12	.5	.5	NUM
bitcs-2426	84	13	h	h	NOUN
bitcs-2426	84	14	,	,	PUNCT
bitcs-2426	84	15	3	3	NUM
bitcs-2426	84	16	h	h	NOUN
bitcs-2426	84	17	,	,	PUNCT
bitcs-2426	84	18	6	6	NUM
bitcs-2426	84	19	h	h	NOUN
bitcs-2426	84	20	,	,	PUNCT
bitcs-2426	84	21	and	and	CCONJ
bitcs-2426	84	22	12	12	NUM
bitcs-2426	84	23	h.	h.	NOUN
bitcs-2426	84	24	a	a	DET
bitcs-2426	84	25	sample	sample	NOUN
bitcs-2426	84	26	of	of	ADP
bitcs-2426	84	27	these	these	DET
bitcs-2426	84	28	data	datum	NOUN
bitcs-2426	84	29	is	be	AUX
bitcs-2426	84	30	shown	show	VERB
bitcs-2426	84	31	in	in	ADP
bitcs-2426	84	32	figure	figure	NOUN
bitcs-2426	84	33	1	1	NUM
bitcs-2426	84	34	for	for	ADP
bitcs-2426	84	35	g27	g27	NOUN
bitcs-2426	84	36	tc1	tc1	PROPN
bitcs-2426	84	37	trial	trial	NOUN
bitcs-2426	84	38	4	4	NUM
bitcs-2426	84	39	.	.	PUNCT
bitcs-2426	84	40	figure	figure	NOUN
bitcs-2426	84	41	1	1	NUM
bitcs-2426	84	42	.	.	PUNCT
bitcs-2426	85	1	sample	sample	NOUN
bitcs-2426	85	2	g27	g27	PROPN
bitcs-2426	85	3	tc1	tc1	PROPN
bitcs-2426	85	4	trial	trial	NOUN
bitcs-2426	85	5	4	4	NUM
bitcs-2426	85	6	data	datum	NOUN
bitcs-2426	85	7	this	this	DET
bitcs-2426	85	8	figure	figure	NOUN
bitcs-2426	85	9	1	1	NUM
bitcs-2426	85	10	shows	show	VERB
bitcs-2426	85	11	tc1	tc1	PROPN
bitcs-2426	85	12	gastric	gastric	ADJ
bitcs-2426	85	13	epithelial	epithelial	ADJ
bitcs-2426	85	14	(	(	PUNCT
bitcs-2426	85	15	ags	ag	NOUN
bitcs-2426	85	16	)	)	PUNCT
bitcs-2426	85	17	cells	cell	NOUN
bitcs-2426	85	18	infected	infect	VERB
bitcs-2426	85	19	with	with	ADP
bitcs-2426	85	20	wild	wild	ADJ
bitcs-2426	85	21	type	type	NOUN
bitcs-2426	85	22	h.	h.	NOUN
bitcs-2426	85	23	pylori	pylori	NOUN
bitcs-2426	85	24	(	(	PUNCT
bitcs-2426	85	25	g27	g27	NOUN
bitcs-2426	85	26	)	)	PUNCT
bitcs-2426	85	27	and	and	CCONJ
bitcs-2426	85	28	isogenic	isogenic	ADJ
bitcs-2426	85	29	mutants	mutant	NOUN
bitcs-2426	85	30	in	in	ADP
bitcs-2426	85	31	caga	caga	NOUN
bitcs-2426	85	32	and	and	CCONJ
bitcs-2426	85	33	vaca	vaca	NOUN
bitcs-2426	85	34	for	for	ADP
bitcs-2426	85	35	0	0	NUM
bitcs-2426	85	36	,	,	PUNCT
bitcs-2426	85	37	0.5	0.5	NUM
bitcs-2426	85	38	,	,	PUNCT
bitcs-2426	85	39	3	3	NUM
bitcs-2426	85	40	,	,	PUNCT
bitcs-2426	85	41	6	6	NUM
bitcs-2426	85	42	,	,	PUNCT
bitcs-2426	85	43	and	and	CCONJ
bitcs-2426	85	44	12	12	NUM
bitcs-2426	85	45	hours	hour	NOUN
bitcs-2426	85	46	.	.	PUNCT
bitcs-2426	86	1	figure	figure	NOUN
bitcs-2426	86	2	2.0	2.0	NUM
bitcs-2426	86	3	shows	show	VERB
bitcs-2426	86	4	the	the	DET
bitcs-2426	86	5	g27	g27	PROPN
bitcs-2426	86	6	tc1	tc1	PROPN
bitcs-2426	86	7	trial	trial	NOUN
bitcs-2426	86	8	5	5	NUM
bitcs-2426	86	9	data	datum	NOUN
bitcs-2426	86	10	.	.	PUNCT
bitcs-2426	87	1	figure	figure	NOUN
bitcs-2426	87	2	2	2	NUM
bitcs-2426	87	3	.	.	PUNCT
bitcs-2426	87	4	sample	sample	NOUN
bitcs-2426	87	5	g27	g27	PROPN
bitcs-2426	87	6	tc1	tc1	PROPN
bitcs-2426	87	7	trial	trial	NOUN
bitcs-2426	87	8	5	5	NUM
bitcs-2426	87	9	data	datum	NOUN
bitcs-2426	87	10	in	in	ADP
bitcs-2426	87	11	these	these	DET
bitcs-2426	87	12	data	datum	NOUN
bitcs-2426	87	13	samples	sample	NOUN
bitcs-2426	87	14	,	,	PUNCT
bitcs-2426	87	15	hybridizations	hybridization	NOUN
bitcs-2426	87	16	of	of	ADP
bitcs-2426	87	17	g27	g27	NOUN
bitcs-2426	87	18	(	(	PUNCT
bitcs-2426	87	19	trial	trial	NOUN
bitcs-2426	87	20	4	4	NUM
bitcs-2426	87	21	)	)	PUNCT
bitcs-2426	87	22	and	and	CCONJ
bitcs-2426	87	23	cag	cag	PROPN
bitcs-2426	87	24	a(trial	a(trial	PROPN
bitcs-2426	87	25	3	3	NUM
bitcs-2426	87	26	)	)	PUNCT
bitcs-2426	87	27	time	time	NOUN
bitcs-2426	87	28	-	-	PUNCT
bitcs-2426	87	29	courses	course	NOUN
bitcs-2426	87	30	are	be	AUX
bitcs-2426	87	31	accomplished	accomplish	VERB
bitcs-2426	87	32	in	in	ADP
bitcs-2426	87	33	parallel	parallel	NOUN
bitcs-2426	87	34	.	.	PUNCT
bitcs-2426	88	1	a	a	DET
bitcs-2426	88	2	technical	technical	ADJ
bitcs-2426	88	3	replicate	replicate	NOUN
bitcs-2426	88	4	of	of	ADP
bitcs-2426	88	5	the	the	DET
bitcs-2426	88	6	g27	g27	NOUN
bitcs-2426	88	7	time	time	NOUN
bitcs-2426	88	8	course	course	NOUN
bitcs-2426	88	9	(	(	PUNCT
bitcs-2426	88	10	trial	trial	NOUN
bitcs-2426	88	11	5	5	NUM
bitcs-2426	88	12	)	)	PUNCT
bitcs-2426	88	13	and	and	CCONJ
bitcs-2426	88	14	hybridization	hybridization	NOUN
bitcs-2426	88	15	of	of	ADP
bitcs-2426	88	16	vaca(trial	vaca(trial	ADJ
bitcs-2426	88	17	3	3	NUM
bitcs-2426	88	18	)	)	PUNCT
bitcs-2426	88	19	time	time	NOUN
bitcs-2426	88	20	course	course	NOUN
bitcs-2426	88	21	is	be	AUX
bitcs-2426	88	22	also	also	ADV
bitcs-2426	88	23	accomplished	accomplish	VERB
bitcs-2426	88	24	in	in	ADP
bitcs-2426	88	25	parallel	parallel	NOUN
bitcs-2426	88	26	.	.	PUNCT
bitcs-2426	89	1	the	the	DET
bitcs-2426	89	2	cag	cag	PROPN
bitcs-2426	89	3	a	a	DET
bitcs-2426	89	4	6and	6and	ADJ
bitcs-2426	89	5	12	12	NUM
bitcs-2426	89	6	-	-	PUNCT
bitcs-2426	89	7	hour	hour	NOUN
bitcs-2426	89	8	time	time	NOUN
bitcs-2426	89	9	points	point	NOUN
bitcs-2426	89	10	technically	technically	ADV
bitcs-2426	89	11	replicated	replicate	VERB
bitcs-2426	89	12	(	(	PUNCT
bitcs-2426	89	13	trial	trial	NOUN
bitcs-2426	89	14	4	4	NUM
bitcs-2426	89	15	)	)	PUNCT
bitcs-2426	89	16	(	(	PUNCT
bitcs-2426	89	17	the	the	DET
bitcs-2426	89	18	cag	cag	PROPN
bitcs-2426	89	19	a	a	DET
bitcs-2426	89	20	6	6	NUM
bitcs-2426	89	21	-	-	PUNCT
bitcs-2426	89	22	hour	hour	NOUN
bitcs-2426	89	23	sample	sample	NOUN
bitcs-2426	89	24	of	of	ADP
bitcs-2426	89	25	trial	trial	NOUN
bitcs-2426	89	26	3	3	NUM
bitcs-2426	89	27	are	be	AUX
bitcs-2426	89	28	lost	lose	VERB
bitcs-2426	89	29	)	)	PUNCT
bitcs-2426	89	30	.	.	PUNCT
bitcs-2426	90	1	3.2	3.2	NUM
bitcs-2426	90	2	gene	gene	NOUN
bitcs-2426	90	3	profiling	profiling	NOUN
bitcs-2426	90	4	modeling	modeling	NOUN
bitcs-2426	90	5	process	process	NOUN
bitcs-2426	90	6	this	this	DET
bitcs-2426	90	7	research	research	NOUN
bitcs-2426	90	8	dealt	deal	VERB
bitcs-2426	90	9	with	with	ADP
bitcs-2426	90	10	the	the	DET
bitcs-2426	90	11	profiling	profiling	NOUN
bitcs-2426	90	12	,	,	PUNCT
bitcs-2426	90	13	comparing	compare	VERB
bitcs-2426	90	14	and	and	CCONJ
bitcs-2426	90	15	visualizing	visualize	VERB
bitcs-2426	90	16	gene	gene	NOUN
bitcs-2426	90	17	expression	expression	NOUN
bitcs-2426	90	18	data	datum	NOUN
bitcs-2426	90	19	from	from	ADP
bitcs-2426	90	20	short	short	ADJ
bitcs-2426	90	21	time	time	NOUN
bitcs-2426	90	22	series	series	NOUN
bitcs-2426	90	23	of	of	ADP
bitcs-2426	90	24	two	two	NUM
bitcs-2426	90	25	experiments	experiment	NOUN
bitcs-2426	90	26	measuring	measure	VERB
bitcs-2426	90	27	the	the	DET
bitcs-2426	90	28	response	response	NOUN
bitcs-2426	90	29	of	of	ADP
bitcs-2426	90	30	gastric	gastric	ADJ
bitcs-2426	90	31	epithelial	epithelial	ADJ
bitcs-2426	90	32	cells	cell	NOUN
bitcs-2426	90	33	infected	infect	VERB
bitcs-2426	90	34	with	with	ADP
bitcs-2426	90	35	the	the	DET
bitcs-2426	90	36	vaca	vaca	NOUN
bitcs-2426	90	37	-	-	PUNCT
bitcs-2426	90	38	mutant	mutant	ADJ
bitcs-2426	90	39	strain	strain	NOUN
bitcs-2426	90	40	of	of	ADP
bitcs-2426	90	41	the	the	DET
bitcs-2426	90	42	pathogen	pathogen	NOUN
bitcs-2426	90	43	helicobacter	helicobacter	NOUN
bitcs-2426	90	44	pylori	pylori	NOUN
bitcs-2426	90	45	.	.	PUNCT
bitcs-2426	91	1	the	the	DET
bitcs-2426	91	2	gene	gene	NOUN
bitcs-2426	91	3	expression	expression	NOUN
bitcs-2426	91	4	profiling	profiling	NOUN
bitcs-2426	91	5	comprised	comprise	VERB
bitcs-2426	91	6	of	of	ADP
bitcs-2426	91	7	four	four	NUM
bitcs-2426	91	8	major	major	ADJ
bitcs-2426	91	9	steps	step	NOUN
bitcs-2426	91	10	as	as	SCONJ
bitcs-2426	91	11	shown	show	VERB
bitcs-2426	91	12	in	in	ADP
bitcs-2426	91	13	figure	figure	NOUN
bitcs-2426	91	14	3	3	NUM
bitcs-2426	91	15	.	.	PUNCT
bitcs-2426	92	1	as	as	SCONJ
bitcs-2426	92	2	show	show	NOUN
bitcs-2426	92	3	in	in	ADP
bitcs-2426	92	4	this	this	DET
bitcs-2426	92	5	figure	figure	NOUN
bitcs-2426	92	6	,	,	PUNCT
bitcs-2426	92	7	the	the	DET
bitcs-2426	92	8	steps	step	NOUN
bitcs-2426	92	9	included	include	VERB
bitcs-2426	92	10	the	the	DET
bitcs-2426	92	11	generation	generation	NOUN
bitcs-2426	92	12	and	and	CCONJ
bitcs-2426	92	13	normalization	normalization	NOUN
bitcs-2426	92	14	of	of	ADP
bitcs-2426	92	15	expression	expression	NOUN
bitcs-2426	92	16	signals	signal	NOUN
bitcs-2426	92	17	,	,	PUNCT
bitcs-2426	92	18	testing	test	VERB
bitcs-2426	92	19	each	each	DET
bitcs-2426	92	20	probe	probe	NOUN
bitcs-2426	92	21	for	for	ADP
bitcs-2426	92	22	its	its	PRON
bitcs-2426	92	23	differential	differential	NOUN
bitcs-2426	92	24	or	or	CCONJ
bitcs-2426	92	25	association	association	NOUN
bitcs-2426	92	26	with	with	ADP
bitcs-2426	92	27	the	the	DET
bitcs-2426	92	28	phenotype	phenotype	NOUN
bitcs-2426	92	29	,	,	PUNCT
bitcs-2426	92	30	the	the	DET
bitcs-2426	92	31	application	application	NOUN
bitcs-2426	92	32	of	of	ADP
bitcs-2426	92	33	proper	proper	ADJ
bitcs-2426	92	34	statistical	statistical	ADJ
bitcs-2426	92	35	significance	significance	NOUN
bitcs-2426	92	36	criteria	criterion	NOUN
bitcs-2426	92	37	to	to	PART
bitcs-2426	92	38	identify	identify	VERB
bitcs-2426	92	39	the	the	DET
bitcs-2426	92	40	gene	gene	NOUN
bitcs-2426	92	41	expression	expression	NOUN
bitcs-2426	92	42	profile	profile	NOUN
bitcs-2426	92	43	,	,	PUNCT
bitcs-2426	92	44	and	and	CCONJ
bitcs-2426	92	45	the	the	DET
bitcs-2426	92	46	investigation	investigation	NOUN
bitcs-2426	92	47	of	of	ADP
bitcs-2426	92	48	the	the	DET
bitcs-2426	92	49	functions	function	NOUN
bitcs-2426	92	50	and	and	CCONJ
bitcs-2426	92	51	pathways	pathway	NOUN
bitcs-2426	92	52	of	of	ADP
bitcs-2426	92	53	the	the	DET
bitcs-2426	92	54	genes	gene	NOUN
bitcs-2426	92	55	in	in	ADP
bitcs-2426	92	56	the	the	DET
bitcs-2426	92	57	expression	expression	NOUN
bitcs-2426	92	58	profile	profile	NOUN
bitcs-2426	92	59	.	.	PUNCT
bitcs-2426	93	1	figure	figure	VERB
bitcs-2426	93	2	3	3	NUM
bitcs-2426	93	3	.	.	PUNCT
bitcs-2426	93	4	gene	gene	NOUN
bitcs-2426	93	5	profiling	profiling	NOUN
bitcs-2426	93	6	steps	step	NOUN
bitcs-2426	93	7	thereafter	thereafter	ADV
bitcs-2426	93	8	,	,	PUNCT
bitcs-2426	93	9	a	a	DET
bitcs-2426	93	10	number	number	NOUN
bitcs-2426	93	11	of	of	ADP
bitcs-2426	93	12	statistical	statistical	ADJ
bitcs-2426	93	13	significance	significance	NOUN
bitcs-2426	93	14	criteria	criterion	NOUN
bitcs-2426	93	15	such	such	ADJ
bitcs-2426	93	16	as	as	ADP
bitcs-2426	93	17	pearson	pearson	NOUN
bitcs-2426	93	18	correlation	correlation	NOUN
bitcs-2426	93	19	,	,	PUNCT
bitcs-2426	93	20	p	p	NOUN
bitcs-2426	93	21	-	-	PUNCT
bitcs-2426	93	22	value	value	NOUN
bitcs-2426	93	23	,	,	PUNCT
bitcs-2426	93	24	euclidean	euclidean	ADJ
bitcs-2426	93	25	distance	distance	NOUN
bitcs-2426	93	26	,	,	PUNCT
bitcs-2426	93	27	logistic	logistic	ADJ
bitcs-2426	93	28	regression	regression	NOUN
bitcs-2426	93	29	,	,	PUNCT
bitcs-2426	93	30	bonferroni	bonferroni	NOUN
bitcs-2426	93	31	correction	correction	NOUN
bitcs-2426	93	32	,	,	PUNCT
bitcs-2426	93	33	false	false	ADJ
bitcs-2426	93	34	discovery	discovery	NOUN
bitcs-2426	93	35	rate	rate	NOUN
bitcs-2426	93	36	and	and	CCONJ
bitcs-2426	93	37	time	time	NOUN
bitcs-2426	93	38	points	point	NOUN
bitcs-2426	93	39	permutation	permutation	NOUN
bitcs-2426	93	40	were	be	AUX
bitcs-2426	93	41	applied	apply	VERB
bitcs-2426	93	42	to	to	PART
bitcs-2426	93	43	help	help	AUX
bitcs-2426	93	44	identify	identify	VERB
bitcs-2426	93	45	specific	specific	ADJ
bitcs-2426	93	46	list	list	NOUN
bitcs-2426	93	47	of	of	ADP
bitcs-2426	93	48	genes	gene	NOUN
bitcs-2426	93	49	differentially	differentially	ADV
bitcs-2426	93	50	expressed	express	VERB
bitcs-2426	93	51	or	or	CCONJ
bitcs-2426	93	52	associated	associate	VERB
bitcs-2426	93	53	with	with	ADP
bitcs-2426	93	54	the	the	DET
bitcs-2426	93	55	phenotype	phenotype	NOUN
bitcs-2426	93	56	.	.	PUNCT
bitcs-2426	94	1	although	although	SCONJ
bitcs-2426	94	2	mutual	mutual	ADJ
bitcs-2426	94	3	information	information	NOUN
bitcs-2426	94	4	(	(	PUNCT
bitcs-2426	94	5	mi	mi	NOUN
bitcs-2426	94	6	)	)	PUNCT
bitcs-2426	94	7	measure	measure	NOUN
bitcs-2426	94	8	is	be	AUX
bitcs-2426	94	9	superior	superior	ADJ
bitcs-2426	94	10	over	over	ADP
bitcs-2426	94	11	simpler	simple	ADJ
bitcs-2426	94	12	measures	measure	NOUN
bitcs-2426	94	13	such	such	ADJ
bitcs-2426	94	14	as	as	ADP
bitcs-2426	94	15	pearson	pearson	NOUN
bitcs-2426	94	16	correlation	correlation	NOUN
bitcs-2426	94	17	as	as	SCONJ
bitcs-2426	94	18	it	it	PRON
bitcs-2426	94	19	is	be	AUX
bitcs-2426	94	20	capable	capable	ADJ
bitcs-2426	94	21	of	of	ADP
bitcs-2426	94	22	capturing	capture	VERB
bitcs-2426	94	23	complex	complex	ADJ
bitcs-2426	94	24	non	non	ADJ
bitcs-2426	94	25	-	-	ADJ
bitcs-2426	94	26	linear	linear	ADJ
bitcs-2426	94	27	and	and	CCONJ
bitcs-2426	94	28	nonmonotonic	nonmonotonic	ADJ
bitcs-2426	94	29	dependencies	dependency	NOUN
bitcs-2426	94	30	.	.	PUNCT
bitcs-2426	95	1	in	in	ADP
bitcs-2426	95	2	addition	addition	NOUN
bitcs-2426	95	3	,	,	PUNCT
bitcs-2426	95	4	it	it	PRON
bitcs-2426	95	5	can	can	AUX
bitcs-2426	95	6	reflect	reflect	VERB
bitcs-2426	95	7	the	the	DET
bitcs-2426	95	8	dynamics	dynamic	NOUN
bitcs-2426	95	9	between	between	ADP
bitcs-2426	95	10	pairs	pair	NOUN
bitcs-2426	95	11	or	or	CCONJ
bitcs-2426	95	12	groups	group	NOUN
bitcs-2426	95	13	of	of	ADP
bitcs-2426	95	14	genes	gene	NOUN
bitcs-2426	95	15	,	,	PUNCT
bitcs-2426	95	16	computing	compute	VERB
bitcs-2426	95	17	mi	mi	PROPN
bitcs-2426	95	18	involves	involve	VERB
bitcs-2426	95	19	estimating	estimate	VERB
bitcs-2426	95	20	pair	pair	NOUN
bitcs-2426	95	21	-	-	PUNCT
bitcs-2426	95	22	wise	wise	ADJ
bitcs-2426	95	23	joint	joint	ADJ
bitcs-2426	95	24	probability	probability	NOUN
bitcs-2426	95	25	distributions	distribution	NOUN
bitcs-2426	95	26	which	which	PRON
bitcs-2426	95	27	requires	require	VERB
bitcs-2426	95	28	density	density	NOUN
bitcs-2426	95	29	estimation	estimation	NOUN
bitcs-2426	95	30	or	or	CCONJ
bitcs-2426	95	31	data	datum	NOUN
bitcs-2426	95	32	discretization	discretization	NOUN
bitcs-2426	95	33	,	,	PUNCT
bitcs-2426	95	34	with	with	ADP
bitcs-2426	95	35	the	the	DET
bitcs-2426	95	36	accuracy	accuracy	NOUN
bitcs-2426	95	37	of	of	ADP
bitcs-2426	95	38	these	these	DET
bitcs-2426	95	39	estimates	estimate	NOUN
bitcs-2426	95	40	depending	depend	VERB
bitcs-2426	95	41	on	on	ADP
bitcs-2426	95	42	sample	sample	NOUN
bitcs-2426	95	43	sizes	size	NOUN
bitcs-2426	95	44	.	.	PUNCT
bitcs-2426	96	1	as	as	SCONJ
bitcs-2426	96	2	this	this	DET
bitcs-2426	96	3	measure	measure	NOUN
bitcs-2426	96	4	was	be	AUX
bitcs-2426	96	5	not	not	PART
bitcs-2426	96	6	deployed	deploy	VERB
bitcs-2426	96	7	in	in	ADP
bitcs-2426	96	8	this	this	DET
bitcs-2426	96	9	research	research	NOUN
bitcs-2426	96	10	study	study	NOUN
bitcs-2426	96	11	.	.	PUNCT
bitcs-2426	97	1	table	table	NOUN
bitcs-2426	97	2	2	2	NUM
bitcs-2426	97	3	gives	give	VERB
bitcs-2426	97	4	a	a	DET
bitcs-2426	97	5	summary	summary	NOUN
bitcs-2426	97	6	for	for	ADP
bitcs-2426	97	7	the	the	DET
bitcs-2426	97	8	deployment	deployment	NOUN
bitcs-2426	97	9	of	of	ADP
bitcs-2426	97	10	the	the	DET
bitcs-2426	97	11	various	various	ADJ
bitcs-2426	97	12	performance	performance	NOUN
bitcs-2426	97	13	metrics	metric	NOUN
bitcs-2426	97	14	.	.	PUNCT
bitcs-2426	98	1	table	table	NOUN
bitcs-2426	98	2	2	2	NUM
bitcs-2426	98	3	performance	performance	NOUN
bitcs-2426	98	4	metrics	metric	NOUN
bitcs-2426	98	5	deployment	deployment	NOUN
bitcs-2426	98	6	sno	sno	PROPN
bitcs-2426	98	7	statistical	statistical	ADJ
bitcs-2426	98	8	measure	measure	NOUN
bitcs-2426	98	9	deployment	deployment	NOUN
bitcs-2426	98	10	1	1	NUM
bitcs-2426	98	11	.	.	PUNCT
bitcs-2426	98	12	pearson	pearson	PROPN
bitcs-2426	98	13	correlation	correlation	PROPN
bitcs-2426	98	14	weighted	weight	VERB
bitcs-2426	98	15	relation	relation	NOUN
bitcs-2426	98	16	between	between	ADP
bitcs-2426	98	17	all	all	DET
bitcs-2426	98	18	genes	gene	NOUN
bitcs-2426	98	19	2	2	NUM
bitcs-2426	98	20	.	.	X
bitcs-2426	99	1	p	p	X
bitcs-2426	99	2	-	-	PUNCT
bitcs-2426	99	3	value	value	NOUN
bitcs-2426	99	4	significance	significance	NOUN
bitcs-2426	99	5	of	of	ADP
bitcs-2426	99	6	gene	gene	NOUN
bitcs-2426	99	7	coexpressions	coexpression	NOUN
bitcs-2426	99	8	3	3	X
bitcs-2426	99	9	.	.	PUNCT
bitcs-2426	99	10	euclidean	euclidean	ADJ
bitcs-2426	99	11	distance	distance	NOUN
bitcs-2426	99	12	correlation	correlation	NOUN
bitcs-2426	99	13	distance	distance	NOUN
bitcs-2426	99	14	between	between	ADP
bitcs-2426	99	15	gene	gene	NOUN
bitcs-2426	99	16	profiles	profile	NOUN
bitcs-2426	99	17	4	4	NUM
bitcs-2426	99	18	.	.	PUNCT
bitcs-2426	99	19	logistic	logistic	ADJ
bitcs-2426	99	20	regression	regression	NOUN
bitcs-2426	99	21	estimate	estimate	NOUN
bitcs-2426	99	22	of	of	ADP
bitcs-2426	99	23	cancerous	cancerous	ADJ
bitcs-2426	99	24	probability	probability	NOUN
bitcs-2426	99	25	5	5	NUM
bitcs-2426	99	26	.	.	PUNCT
bitcs-2426	99	27	bonferroni	bonferroni	PROPN
bitcs-2426	99	28	correction	correction	NOUN
bitcs-2426	99	29	adjustment	adjustment	NOUN
bitcs-2426	99	30	to	to	ADP
bitcs-2426	99	31	the	the	DET
bitcs-2426	99	32	confidence	confidence	NOUN
bitcs-2426	99	33	levels	level	NOUN
bitcs-2426	99	34	66	66	NUM
bitcs-2426	99	35	|	|	CCONJ
bitcs-2426	99	36	vol	vol	NOUN
bitcs-2426	99	37	.	.	PROPN
bitcs-2426	100	1	3	3	NUM
bitcs-2426	100	2	no	no	NOUN
bitcs-2426	100	3	.	.	NOUN
bitcs-2426	100	4	2	2	NUM
bitcs-2426	100	5	,	,	PUNCT
bitcs-2426	100	6	july	july	PROPN
bitcs-2426	100	7	202	202	NUM
bitcs-2426	100	8	2	2	NUM
bitcs-2426	100	9	6	6	NUM
bitcs-2426	100	10	.	.	PUNCT
bitcs-2426	100	11	false	false	ADJ
bitcs-2426	100	12	discovery	discovery	NOUN
bitcs-2426	100	13	rate	rate	NOUN
bitcs-2426	100	14	adjustment	adjustment	NOUN
bitcs-2426	100	15	to	to	ADP
bitcs-2426	100	16	the	the	DET
bitcs-2426	100	17	confidence	confidence	NOUN
bitcs-2426	100	18	levels	level	NOUN
bitcs-2426	100	19	7	7	NUM
bitcs-2426	100	20	.	.	NOUN
bitcs-2426	100	21	time	time	NOUN
bitcs-2426	100	22	points	point	NOUN
bitcs-2426	100	23	permutation	permutation	NOUN
bitcs-2426	100	24	optimize	optimize	VERB
bitcs-2426	100	25	the	the	DET
bitcs-2426	100	26	number	number	NOUN
bitcs-2426	100	27	of	of	ADP
bitcs-2426	100	28	required	require	VERB
bitcs-2426	100	29	profiles	profile	NOUN
bitcs-2426	100	30	3.3	3.3	NUM
bitcs-2426	100	31	the	the	DET
bitcs-2426	100	32	algorithm	algorithm	NOUN
bitcs-2426	100	33	of	of	ADP
bitcs-2426	100	34	modeling	model	VERB
bitcs-2426	100	35	gene	gene	NOUN
bitcs-2426	100	36	profiles	profile	NOUN
bitcs-2426	100	37	the	the	DET
bitcs-2426	100	38	first	first	ADJ
bitcs-2426	100	39	step	step	NOUN
bitcs-2426	100	40	was	be	AUX
bitcs-2426	100	41	the	the	DET
bitcs-2426	100	42	commencement	commencement	NOUN
bitcs-2426	100	43	of	of	ADP
bitcs-2426	100	44	the	the	DET
bitcs-2426	100	45	algorithm	algorithm	NOUN
bitcs-2426	100	46	while	while	SCONJ
bitcs-2426	100	47	the	the	DET
bitcs-2426	100	48	second	second	ADJ
bitcs-2426	100	49	step	step	NOUN
bitcs-2426	100	50	in	in	ADP
bitcs-2426	100	51	the	the	DET
bitcs-2426	100	52	processing	processing	NOUN
bitcs-2426	100	53	activities	activity	NOUN
bitcs-2426	100	54	was	be	AUX
bitcs-2426	100	55	the	the	DET
bitcs-2426	100	56	input	input	NOUN
bitcs-2426	100	57	of	of	ADP
bitcs-2426	100	58	the	the	DET
bitcs-2426	100	59	genomics	genomics	NOUN
bitcs-2426	100	60	data	datum	NOUN
bitcs-2426	100	61	as	as	SCONJ
bitcs-2426	100	62	shown	show	VERB
bitcs-2426	100	63	in	in	ADP
bitcs-2426	100	64	figure	figure	NOUN
bitcs-2426	100	65	4.0	4.0	NUM
bitcs-2426	100	66	.	.	PUNCT
bitcs-2426	101	1	in	in	ADP
bitcs-2426	101	2	the	the	DET
bitcs-2426	101	3	next	next	ADJ
bitcs-2426	101	4	page	page	NOUN
bitcs-2426	101	5	.	.	PUNCT
bitcs-2426	102	1	in	in	ADP
bitcs-2426	102	2	step	step	NOUN
bitcs-2426	102	3	three	three	NUM
bitcs-2426	102	4	,	,	PUNCT
bitcs-2426	102	5	validation	validation	NOUN
bitcs-2426	102	6	is	be	AUX
bitcs-2426	102	7	done	do	VERB
bitcs-2426	102	8	against	against	ADP
bitcs-2426	102	9	empty	empty	ADJ
bitcs-2426	102	10	genomic	genomic	NOUN
bitcs-2426	102	11	file	file	NOUN
bitcs-2426	102	12	upload	upload	VERB
bitcs-2426	102	13	such	such	ADJ
bitcs-2426	102	14	that	that	SCONJ
bitcs-2426	102	15	if	if	SCONJ
bitcs-2426	102	16	this	this	DET
bitcs-2426	102	17	field	field	NOUN
bitcs-2426	102	18	is	be	AUX
bitcs-2426	102	19	empty	empty	ADJ
bitcs-2426	102	20	,	,	PUNCT
bitcs-2426	102	21	then	then	ADV
bitcs-2426	102	22	an	an	DET
bitcs-2426	102	23	error	error	NOUN
bitcs-2426	102	24	message	message	NOUN
bitcs-2426	102	25	is	be	AUX
bitcs-2426	102	26	generated	generate	VERB
bitcs-2426	102	27	for	for	ADP
bitcs-2426	102	28	this	this	DET
bitcs-2426	102	29	effect	effect	NOUN
bitcs-2426	102	30	in	in	ADP
bitcs-2426	102	31	the	the	DET
bitcs-2426	102	32	fourth	fourth	ADJ
bitcs-2426	102	33	step	step	NOUN
bitcs-2426	102	34	.	.	PUNCT
bitcs-2426	103	1	during	during	ADP
bitcs-2426	103	2	the	the	DET
bitcs-2426	103	3	fifth	fifth	ADJ
bitcs-2426	103	4	step	step	NOUN
bitcs-2426	103	5	,	,	PUNCT
bitcs-2426	103	6	the	the	DET
bitcs-2426	103	7	validation	validation	NOUN
bitcs-2426	103	8	against	against	ADP
bitcs-2426	103	9	spot	spot	NOUN
bitcs-2426	103	10	ids	id	NOUN
bitcs-2426	103	11	not	not	PART
bitcs-2426	103	12	included	include	VERB
bitcs-2426	103	13	is	be	AUX
bitcs-2426	103	14	done	do	VERB
bitcs-2426	103	15	such	such	ADJ
bitcs-2426	103	16	that	that	SCONJ
bitcs-2426	103	17	if	if	SCONJ
bitcs-2426	103	18	these	these	DET
bitcs-2426	103	19	ids	id	NOUN
bitcs-2426	103	20	are	be	AUX
bitcs-2426	103	21	not	not	PART
bitcs-2426	103	22	included	include	VERB
bitcs-2426	103	23	,	,	PUNCT
bitcs-2426	103	24	then	then	ADV
bitcs-2426	103	25	they	they	PRON
bitcs-2426	103	26	are	be	AUX
bitcs-2426	103	27	computed	compute	VERB
bitcs-2426	103	28	in	in	ADP
bitcs-2426	103	29	the	the	DET
bitcs-2426	103	30	sixth	sixth	ADJ
bitcs-2426	103	31	step	step	NOUN
bitcs-2426	103	32	.	.	PUNCT
bitcs-2426	104	1	the	the	DET
bitcs-2426	104	2	value	value	NOUN
bitcs-2426	104	3	of	of	ADP
bitcs-2426	104	4	the	the	DET
bitcs-2426	104	5	spot	spot	NOUN
bitcs-2426	104	6	i	i	PROPN
bitcs-2426	104	7	d	d	PROPN
bitcs-2426	104	8	is	be	AUX
bitcs-2426	104	9	initialized	initialize	VERB
bitcs-2426	104	10	to	to	ADP
bitcs-2426	104	11	1	1	NUM
bitcs-2426	104	12	which	which	PRON
bitcs-2426	104	13	are	be	AUX
bitcs-2426	104	14	thereafter	thereafter	ADV
bitcs-2426	104	15	incremented	incremente	VERB
bitcs-2426	104	16	by	by	ADP
bitcs-2426	104	17	one	one	NUM
bitcs-2426	104	18	until	until	SCONJ
bitcs-2426	104	19	the	the	DET
bitcs-2426	104	20	value	value	NOUN
bitcs-2426	104	21	of	of	ADP
bitcs-2426	104	22	24192	24192	NUM
bitcs-2426	104	23	is	be	AUX
bitcs-2426	104	24	reached	reach	VERB
bitcs-2426	104	25	,	,	PUNCT
bitcs-2426	104	26	which	which	PRON
bitcs-2426	104	27	is	be	AUX
bitcs-2426	104	28	equivalent	equivalent	ADJ
bitcs-2426	104	29	to	to	ADP
bitcs-2426	104	30	the	the	DET
bitcs-2426	104	31	number	number	NOUN
bitcs-2426	104	32	of	of	ADP
bitcs-2426	104	33	genes	gene	NOUN
bitcs-2426	104	34	in	in	ADP
bitcs-2426	104	35	the	the	DET
bitcs-2426	104	36	file	file	NOUN
bitcs-2426	104	37	that	that	PRON
bitcs-2426	104	38	were	be	AUX
bitcs-2426	104	39	investigated	investigate	VERB
bitcs-2426	104	40	.	.	PUNCT
bitcs-2426	105	1	whereas	whereas	SCONJ
bitcs-2426	105	2	spot	spot	NOUN
bitcs-2426	105	3	ids	id	NOUN
bitcs-2426	105	4	were	be	AUX
bitcs-2426	105	5	unique	unique	ADJ
bitcs-2426	105	6	for	for	ADP
bitcs-2426	105	7	each	each	DET
bitcs-2426	105	8	gene	gene	NOUN
bitcs-2426	105	9	entry	entry	NOUN
bitcs-2426	105	10	,	,	PUNCT
bitcs-2426	105	11	the	the	DET
bitcs-2426	105	12	same	same	ADJ
bitcs-2426	105	13	gene	gene	NOUN
bitcs-2426	105	14	symbol	symbol	NOUN
bitcs-2426	105	15	may	may	AUX
bitcs-2426	105	16	appear	appear	VERB
bitcs-2426	105	17	multiple	multiple	ADJ
bitcs-2426	105	18	times	time	NOUN
bitcs-2426	105	19	in	in	ADP
bitcs-2426	105	20	the	the	DET
bitcs-2426	105	21	data	data	NOUN
bitcs-2426	105	22	file	file	NOUN
bitcs-2426	105	23	corresponding	correspond	VERB
bitcs-2426	105	24	to	to	ADP
bitcs-2426	105	25	the	the	DET
bitcs-2426	105	26	same	same	ADJ
bitcs-2426	105	27	gene	gene	NOUN
bitcs-2426	105	28	appearing	appear	VERB
bitcs-2426	105	29	on	on	ADP
bitcs-2426	105	30	multiple	multiple	ADJ
bitcs-2426	105	31	spots	spot	NOUN
bitcs-2426	105	32	.	.	PUNCT
bitcs-2426	106	1	the	the	DET
bitcs-2426	106	2	seventh	seventh	ADJ
bitcs-2426	106	3	step	step	NOUN
bitcs-2426	106	4	was	be	AUX
bitcs-2426	106	5	the	the	DET
bitcs-2426	106	6	computation	computation	NOUN
bitcs-2426	106	7	of	of	ADP
bitcs-2426	106	8	the	the	DET
bitcs-2426	106	9	average	average	ADJ
bitcs-2426	106	10	value	value	NOUN
bitcs-2426	106	11	for	for	ADP
bitcs-2426	106	12	the	the	DET
bitcs-2426	106	13	expression	expression	NOUN
bitcs-2426	106	14	values	value	NOUN
bitcs-2426	106	15	for	for	ADP
bitcs-2426	106	16	the	the	DET
bitcs-2426	106	17	same	same	ADJ
bitcs-2426	106	18	gene	gene	NOUN
bitcs-2426	106	19	.	.	PUNCT
bitcs-2426	107	1	this	this	PRON
bitcs-2426	107	2	was	be	AUX
bitcs-2426	107	3	accomplished	accomplish	VERB
bitcs-2426	107	4	using	use	VERB
bitcs-2426	107	5	the	the	DET
bitcs-2426	107	6	median	median	NOUN
bitcs-2426	107	7	before	before	SCONJ
bitcs-2426	107	8	further	further	ADJ
bitcs-2426	107	9	analysis	analysis	NOUN
bitcs-2426	107	10	on	on	ADP
bitcs-2426	107	11	the	the	DET
bitcs-2426	107	12	data	datum	NOUN
bitcs-2426	107	13	was	be	AUX
bitcs-2426	107	14	carried	carry	VERB
bitcs-2426	107	15	out	out	ADP
bitcs-2426	107	16	.	.	PUNCT
bitcs-2426	108	1	the	the	DET
bitcs-2426	108	2	eighth	eighth	ADJ
bitcs-2426	108	3	step	step	NOUN
bitcs-2426	108	4	was	be	AUX
bitcs-2426	108	5	that	that	DET
bitcs-2426	108	6	option	option	NOUN
bitcs-2426	108	7	of	of	ADP
bitcs-2426	108	8	filtering	filter	VERB
bitcs-2426	108	9	some	some	DET
bitcs-2426	108	10	specific	specific	ADJ
bitcs-2426	108	11	genes	gene	NOUN
bitcs-2426	108	12	using	use	VERB
bitcs-2426	108	13	p	p	NOUN
bitcs-2426	108	14	-	-	PUNCT
bitcs-2426	108	15	value	value	NOUN
bitcs-2426	108	16	metric	metric	NOUN
bitcs-2426	108	17	.	.	PUNCT
bitcs-2426	109	1	in	in	ADP
bitcs-2426	109	2	situations	situation	NOUN
bitcs-2426	109	3	where	where	SCONJ
bitcs-2426	109	4	a	a	DET
bitcs-2426	109	5	gene	gene	NOUN
bitcs-2426	109	6	was	be	AUX
bitcs-2426	109	7	filtered	filter	VERB
bitcs-2426	109	8	,	,	PUNCT
bitcs-2426	109	9	then	then	ADV
bitcs-2426	109	10	it	it	PRON
bitcs-2426	109	11	was	be	AUX
bitcs-2426	109	12	excluded	exclude	VERB
bitcs-2426	109	13	from	from	ADP
bitcs-2426	109	14	further	further	ADJ
bitcs-2426	109	15	analysis	analysis	NOUN
bitcs-2426	109	16	.	.	PUNCT
bitcs-2426	110	1	gene	gene	NOUN
bitcs-2426	110	2	filtering	filtering	NOUN
bitcs-2426	110	3	was	be	AUX
bitcs-2426	110	4	accomplished	accomplish	VERB
bitcs-2426	110	5	for	for	ADP
bitcs-2426	110	6	those	those	DET
bitcs-2426	110	7	genes	gene	NOUN
bitcs-2426	110	8	that	that	PRON
bitcs-2426	110	9	did	do	AUX
bitcs-2426	110	10	not	not	PART
bitcs-2426	110	11	show	show	VERB
bitcs-2426	110	12	a	a	DET
bitcs-2426	110	13	sufficient	sufficient	ADJ
bitcs-2426	110	14	response	response	NOUN
bitcs-2426	110	15	to	to	ADP
bitcs-2426	110	16	experimental	experimental	ADJ
bitcs-2426	110	17	conditions	condition	NOUN
bitcs-2426	110	18	,	,	PUNCT
bitcs-2426	110	19	those	those	DET
bitcs-2426	110	20	genes	gene	NOUN
bitcs-2426	110	21	that	that	PRON
bitcs-2426	110	22	had	have	VERB
bitcs-2426	110	23	too	too	ADV
bitcs-2426	110	24	many	many	ADJ
bitcs-2426	110	25	missing	missing	ADJ
bitcs-2426	110	26	values	value	NOUN
bitcs-2426	110	27	,	,	PUNCT
bitcs-2426	110	28	or	or	CCONJ
bitcs-2426	110	29	the	the	DET
bitcs-2426	110	30	gene	gene	NOUN
bitcs-2426	110	31	expression	expression	NOUN
bitcs-2426	110	32	pattern	pattern	NOUN
bitcs-2426	110	33	over	over	ADP
bitcs-2426	110	34	repeats	repeat	NOUN
bitcs-2426	110	35	was	be	AUX
bitcs-2426	110	36	too	too	ADV
bitcs-2426	110	37	inconsistent	inconsistent	ADJ
bitcs-2426	110	38	as	as	SCONJ
bitcs-2426	110	39	dictated	dictate	VERB
bitcs-2426	110	40	by	by	ADP
bitcs-2426	110	41	the	the	DET
bitcs-2426	110	42	minimum	minimum	ADJ
bitcs-2426	110	43	correlation	correlation	NOUN
bitcs-2426	110	44	between	between	ADP
bitcs-2426	110	45	repeats	repeat	NOUN
bitcs-2426	110	46	.	.	PUNCT
bitcs-2426	111	1	the	the	DET
bitcs-2426	111	2	ninth	ninth	ADJ
bitcs-2426	111	3	step	step	NOUN
bitcs-2426	111	4	was	be	AUX
bitcs-2426	111	5	the	the	DET
bitcs-2426	111	6	usage	usage	NOUN
bitcs-2426	111	7	of	of	ADP
bitcs-2426	111	8	additional	additional	ADJ
bitcs-2426	111	9	parameters	parameter	NOUN
bitcs-2426	111	10	namely	namely	ADV
bitcs-2426	111	11	the	the	DET
bitcs-2426	111	12	maximum	maximum	ADJ
bitcs-2426	111	13	pearson	pearson	NOUN
bitcs-2426	111	14	correlation	correlation	NOUN
bitcs-2426	111	15	and	and	CCONJ
bitcs-2426	111	16	maximum	maximum	ADJ
bitcs-2426	111	17	number	number	NOUN
bitcs-2426	111	18	of	of	ADP
bitcs-2426	111	19	candidate	candidate	NOUN
bitcs-2426	111	20	model	model	NOUN
bitcs-2426	111	21	profiles	profile	NOUN
bitcs-2426	111	22	to	to	PART
bitcs-2426	111	23	dictate	dictate	VERB
bitcs-2426	111	24	the	the	DET
bitcs-2426	111	25	selection	selection	NOUN
bitcs-2426	111	26	of	of	ADP
bitcs-2426	111	27	model	model	NOUN
bitcs-2426	111	28	profiles	profile	NOUN
bitcs-2426	111	29	along	along	ADP
bitcs-2426	111	30	with	with	ADP
bitcs-2426	111	31	the	the	DET
bitcs-2426	111	32	maximum	maximum	ADJ
bitcs-2426	111	33	number	number	NOUN
bitcs-2426	111	34	of	of	ADP
bitcs-2426	111	35	model	model	NOUN
bitcs-2426	111	36	profiles	profile	NOUN
bitcs-2426	111	37	and	and	CCONJ
bitcs-2426	111	38	maximum	maximum	ADJ
bitcs-2426	111	39	unit	unit	NOUN
bitcs-2426	111	40	change	change	NOUN
bitcs-2426	111	41	in	in	ADP
bitcs-2426	111	42	model	model	NOUN
bitcs-2426	111	43	profiles	profile	NOUN
bitcs-2426	111	44	between	between	ADP
bitcs-2426	111	45	time	time	NOUN
bitcs-2426	111	46	points	point	NOUN
bitcs-2426	111	47	as	as	SCONJ
bitcs-2426	111	48	shown	show	VERB
bitcs-2426	111	49	in	in	ADP
bitcs-2426	111	50	figure	figure	NOUN
bitcs-2426	111	51	5.0	5.0	NUM
bitcs-2426	111	52	.	.	PUNCT
bitcs-2426	112	1	in	in	ADP
bitcs-2426	112	2	this	this	DET
bitcs-2426	112	3	algorithm	algorithm	NOUN
bitcs-2426	112	4	,	,	PUNCT
bitcs-2426	112	5	the	the	DET
bitcs-2426	112	6	candidate	candidate	NOUN
bitcs-2426	112	7	model	model	NOUN
bitcs-2426	112	8	profiles	profile	NOUN
bitcs-2426	112	9	were	be	AUX
bitcs-2426	112	10	designed	design	VERB
bitcs-2426	112	11	to	to	PART
bitcs-2426	112	12	be	be	AUX
bitcs-2426	112	13	nonconstant	nonconstant	ADJ
bitcs-2426	112	14	profiles	profile	NOUN
bitcs-2426	112	15	which	which	PRON
bitcs-2426	112	16	started	start	VERB
bitcs-2426	112	17	at	at	ADP
bitcs-2426	112	18	zero	zero	NUM
bitcs-2426	112	19	and	and	CCONJ
bitcs-2426	112	20	increased	increase	VERB
bitcs-2426	112	21	or	or	CCONJ
bitcs-2426	112	22	decreased	decrease	VERB
bitcs-2426	112	23	an	an	DET
bitcs-2426	112	24	integral	integral	ADJ
bitcs-2426	112	25	number	number	NOUN
bitcs-2426	112	26	of	of	ADP
bitcs-2426	112	27	units	unit	NOUN
bitcs-2426	112	28	that	that	PRON
bitcs-2426	112	29	was	be	AUX
bitcs-2426	112	30	less	less	ADJ
bitcs-2426	112	31	than	than	ADP
bitcs-2426	112	32	or	or	CCONJ
bitcs-2426	112	33	equal	equal	ADJ
bitcs-2426	112	34	to	to	ADP
bitcs-2426	112	35	the	the	DET
bitcs-2426	112	36	value	value	NOUN
bitcs-2426	112	37	of	of	ADP
bitcs-2426	112	38	the	the	DET
bitcs-2426	112	39	maximum	maximum	ADJ
bitcs-2426	112	40	unit	unit	NOUN
bitcs-2426	112	41	change	change	NOUN
bitcs-2426	112	42	in	in	ADP
bitcs-2426	112	43	model	model	NOUN
bitcs-2426	112	44	profiles	profile	NOUN
bitcs-2426	112	45	between	between	ADP
bitcs-2426	112	46	time	time	NOUN
bitcs-2426	112	47	points	point	NOUN
bitcs-2426	112	48	.	.	PUNCT
bitcs-2426	113	1	figure.4	figure.4	PROPN
bitcs-2426	113	2	.	.	PUNCT
bitcs-2426	113	3	gene	gene	NOUN
bitcs-2426	113	4	profiling	profiling	NOUN
bitcs-2426	113	5	algorithm	algorithm	NOUN
bitcs-2426	113	6	pseudo	pseudo	NOUN
bitcs-2426	113	7	-	-	NOUN
bitcs-2426	113	8	code	code	NOUN
bitcs-2426	113	9	when	when	SCONJ
bitcs-2426	113	10	this	this	DET
bitcs-2426	113	11	parameter	parameter	NOUN
bitcs-2426	113	12	was	be	AUX
bitcs-2426	113	13	set	set	VERB
bitcs-2426	113	14	to	to	ADP
bitcs-2426	113	15	zero	zero	NUM
bitcs-2426	114	1	,	,	PUNCT
bitcs-2426	114	2	all	all	DET
bitcs-2426	114	3	permutations	permutation	NOUN
bitcs-2426	114	4	were	be	AUX
bitcs-2426	114	5	used	use	VERB
bitcs-2426	114	6	.	.	PUNCT
bitcs-2426	115	1	in	in	ADP
bitcs-2426	115	2	the	the	DET
bitcs-2426	115	3	eleventh	eleventh	ADJ
bitcs-2426	115	4	step	step	NOUN
bitcs-2426	115	5	,	,	PUNCT
bitcs-2426	115	6	the	the	DET
bitcs-2426	115	7	p	p	NOUN
bitcs-2426	115	8	-	-	PUNCT
bitcs-2426	115	9	value	value	NOUN
bitcs-2426	115	10	based	base	VERB
bitcs-2426	115	11	significance	significance	NOUN
bitcs-2426	115	12	level	level	NOUN
bitcs-2426	115	13	was	be	AUX
bitcs-2426	115	14	utilized	utilize	VERB
bitcs-2426	115	15	to	to	PART
bitcs-2426	115	16	set	set	VERB
bitcs-2426	115	17	the	the	DET
bitcs-2426	115	18	connotation	connotation	NOUN
bitcs-2426	115	19	level	level	NOUN
bitcs-2426	115	20	at	at	ADP
bitcs-2426	115	21	which	which	PRON
bitcs-2426	115	22	the	the	DET
bitcs-2426	115	23	number	number	NOUN
bitcs-2426	115	24	of	of	ADP
bitcs-2426	115	25	genes	gene	NOUN
bitcs-2426	115	26	assigned	assign	VERB
bitcs-2426	115	27	to	to	ADP
bitcs-2426	115	28	a	a	DET
bitcs-2426	115	29	model	model	NOUN
bitcs-2426	115	30	profile	profile	NOUN
bitcs-2426	115	31	as	as	SCONJ
bitcs-2426	115	32	compared	compare	VERB
bitcs-2426	115	33	to	to	ADP
bitcs-2426	115	34	the	the	DET
bitcs-2426	115	35	expected	expect	VERB
bitcs-2426	115	36	number	number	NOUN
bitcs-2426	115	37	of	of	ADP
bitcs-2426	115	38	genes	gene	NOUN
bitcs-2426	115	39	assigned	assign	VERB
bitcs-2426	115	40	was	be	AUX
bitcs-2426	115	41	regarded	regard	VERB
bitcs-2426	115	42	as	as	ADP
bitcs-2426	115	43	significant	significant	ADJ
bitcs-2426	115	44	.	.	PUNCT
bitcs-2426	116	1	during	during	ADP
bitcs-2426	116	2	the	the	DET
bitcs-2426	116	3	twelfth	twelfth	ADJ
bitcs-2426	116	4	step	step	NOUN
bitcs-2426	116	5	,	,	PUNCT
bitcs-2426	116	6	the	the	DET
bitcs-2426	116	7	permutation	permutation	NOUN
bitcs-2426	116	8	test	test	NOUN
bitcs-2426	116	9	was	be	AUX
bitcs-2426	116	10	set	set	VERB
bitcs-2426	116	11	to	to	PART
bitcs-2426	116	12	permute	permute	VERB
bitcs-2426	116	13	all	all	DET
bitcs-2426	116	14	time	time	NOUN
bitcs-2426	116	15	points	point	NOUN
bitcs-2426	116	16	including	include	VERB
bitcs-2426	116	17	time	time	NOUN
bitcs-2426	116	18	point	point	NOUN
bitcs-2426	116	19	zero	zero	NUM
bitcs-2426	116	20	when	when	SCONJ
bitcs-2426	116	21	computing	compute	VERB
bitcs-2426	116	22	the	the	DET
bitcs-2426	116	23	expected	expect	VERB
bitcs-2426	116	24	number	number	NOUN
bitcs-2426	116	25	of	of	ADP
bitcs-2426	116	26	genes	gene	NOUN
bitcs-2426	116	27	assigned	assign	VERB
bitcs-2426	116	28	to	to	ADP
bitcs-2426	116	29	a	a	DET
bitcs-2426	116	30	profile	profile	NOUN
bitcs-2426	116	31	.	.	PUNCT
bitcs-2426	117	1	in	in	ADP
bitcs-2426	117	2	this	this	DET
bitcs-2426	117	3	case	case	NOUN
bitcs-2426	117	4	,	,	PUNCT
bitcs-2426	117	5	the	the	DET
bitcs-2426	117	6	developed	develop	VERB
bitcs-2426	117	7	algorithm	algorithm	NOUN
bitcs-2426	117	8	located	locate	VERB
bitcs-2426	117	9	profiles	profile	NOUN
bitcs-2426	117	10	with	with	ADP
bitcs-2426	117	11	significantly	significantly	ADV
bitcs-2426	117	12	more	more	ADJ
bitcs-2426	117	13	genes	gene	NOUN
bitcs-2426	117	14	assigned	assign	VERB
bitcs-2426	117	15	than	than	SCONJ
bitcs-2426	117	16	expected	expect	VERB
bitcs-2426	117	17	on	on	ADP
bitcs-2426	117	18	condition	condition	NOUN
bitcs-2426	117	19	that	that	SCONJ
bitcs-2426	117	20	all	all	DET
bitcs-2426	117	21	the	the	DET
bitcs-2426	117	22	input	input	NOUN
bitcs-2426	117	23	columns	column	NOUN
bitcs-2426	117	24	had	have	AUX
bitcs-2426	117	25	been	be	AUX
bitcs-2426	117	26	randomly	randomly	ADV
bitcs-2426	117	27	reordered	reorder	VERB
bitcs-2426	117	28	.	.	PUNCT
bitcs-2426	118	1	on	on	ADP
bitcs-2426	118	2	the	the	DET
bitcs-2426	118	3	other	other	ADJ
bitcs-2426	118	4	hand	hand	NOUN
bitcs-2426	118	5	,	,	PUNCT
bitcs-2426	118	6	during	during	ADP
bitcs-2426	118	7	the	the	DET
bitcs-2426	118	8	thirteenth	thirteenth	ADJ
bitcs-2426	118	9	step	step	NOUN
bitcs-2426	118	10	,	,	PUNCT
bitcs-2426	118	11	the	the	DET
bitcs-2426	118	12	permutation	permutation	NOUN
bitcs-2426	118	13	test	test	NOUN
bitcs-2426	118	14	was	be	AUX
bitcs-2426	118	15	configured	configure	VERB
bitcs-2426	118	16	not	not	PART
bitcs-2426	118	17	to	to	PART
bitcs-2426	118	18	permute	permute	VERB
bitcs-2426	118	19	at	at	ADP
bitcs-2426	118	20	time	time	NOUN
bitcs-2426	118	21	point	point	NOUN
bitcs-2426	118	22	zero	zero	NUM
bitcs-2426	118	23	and	and	CCONJ
bitcs-2426	118	24	as	as	ADP
bitcs-2426	118	25	such	such	ADJ
bitcs-2426	118	26	,	,	PUNCT
bitcs-2426	118	27	the	the	DET
bitcs-2426	118	28	algorithm	algorithm	NOUN
bitcs-2426	118	29	found	find	VERB
bitcs-2426	118	30	profiles	profile	NOUN
bitcs-2426	118	31	with	with	ADP
bitcs-2426	118	32	more	more	ADJ
bitcs-2426	118	33	genes	gene	NOUN
bitcs-2426	118	34	assigned	assign	VERB
bitcs-2426	118	35	than	than	SCONJ
bitcs-2426	118	36	expected	expect	VERB
bitcs-2426	118	37	on	on	ADP
bitcs-2426	118	38	condition	condition	NOUN
bitcs-2426	118	39	that	that	SCONJ
bitcs-2426	118	40	all	all	DET
bitcs-2426	118	41	the	the	DET
bitcs-2426	118	42	columns	column	NOUN
bitcs-2426	118	43	except	except	SCONJ
bitcs-2426	118	44	for	for	ADP
bitcs-2426	118	45	the	the	DET
bitcs-2426	118	46	first	first	ADJ
bitcs-2426	118	47	column	column	NOUN
bitcs-2426	118	48	had	have	AUX
bitcs-2426	118	49	been	be	AUX
bitcs-2426	118	50	randomly	randomly	ADV
bitcs-2426	118	51	reordered	reorder	VERB
bitcs-2426	118	52	.	.	PUNCT
bitcs-2426	119	1	in	in	ADP
bitcs-2426	119	2	the	the	DET
bitcs-2426	119	3	developed	develop	VERB
bitcs-2426	119	4	algorithm	algorithm	NOUN
bitcs-2426	119	5	,	,	PUNCT
bitcs-2426	119	6	permuting	permute	VERB
bitcs-2426	119	7	time	time	NOUN
bitcs-2426	119	8	point	point	NOUN
bitcs-2426	119	9	zero	zero	NUM
bitcs-2426	119	10	was	be	AUX
bitcs-2426	119	11	preferred	prefer	VERB
bitcs-2426	119	12	since	since	SCONJ
bitcs-2426	119	13	it	it	PRON
bitcs-2426	119	14	was	be	AUX
bitcs-2426	119	15	the	the	DET
bitcs-2426	119	16	only	only	ADJ
bitcs-2426	119	17	test	test	NOUN
bitcs-2426	119	18	that	that	PRON
bitcs-2426	119	19	took	take	VERB
bitcs-2426	119	20	into	into	ADP
bitcs-2426	119	21	account	account	NOUN
bitcs-2426	119	22	the	the	DET
bitcs-2426	119	23	significant	significant	ADJ
bitcs-2426	119	24	changes	change	NOUN
bitcs-2426	119	25	that	that	PRON
bitcs-2426	119	26	took	take	VERB
bitcs-2426	119	27	place	place	NOUN
bitcs-2426	119	28	between	between	ADP
bitcs-2426	119	29	time	time	NOUN
bitcs-2426	119	30	point	point	NOUN
bitcs-2426	119	31	zero	zero	NUM
bitcs-2426	119	32	and	and	CCONJ
bitcs-2426	119	33	the	the	DET
bitcs-2426	119	34	immediate	immediate	ADJ
bitcs-2426	119	35	next	next	ADJ
bitcs-2426	119	36	time	time	NOUN
bitcs-2426	119	37	point	point	NOUN
bitcs-2426	119	38	(	(	PUNCT
bitcs-2426	119	39	0.5	0.5	NUM
bitcs-2426	119	40	h	h	NOUN
bitcs-2426	119	41	)	)	PUNCT
bitcs-2426	119	42	.	.	PUNCT
bitcs-2426	120	1	67	67	NUM
bitcs-2426	120	2	|	|	CCONJ
bitcs-2426	120	3	vol	vol	NOUN
bitcs-2426	120	4	.	.	PROPN
bitcs-2426	120	5	3	3	NUM
bitcs-2426	120	6	no	no	NOUN
bitcs-2426	120	7	.	.	NOUN
bitcs-2426	120	8	2	2	NUM
bitcs-2426	120	9	,	,	PUNCT
bitcs-2426	120	10	july	july	PROPN
bitcs-2426	120	11	202	202	NUM
bitcs-2426	120	12	2	2	NUM
bitcs-2426	120	13	in	in	ADP
bitcs-2426	120	14	the	the	DET
bitcs-2426	120	15	fourteenth	fourteenth	ADJ
bitcs-2426	120	16	step	step	NOUN
bitcs-2426	120	17	,	,	PUNCT
bitcs-2426	120	18	the	the	DET
bitcs-2426	120	19	correction	correction	NOUN
bitcs-2426	120	20	method	method	NOUN
bitcs-2426	120	21	was	be	AUX
bitcs-2426	120	22	utilized	utilize	VERB
bitcs-2426	120	23	to	to	PART
bitcs-2426	120	24	adjust	adjust	VERB
bitcs-2426	120	25	the	the	DET
bitcs-2426	120	26	significance	significance	NOUN
bitcs-2426	120	27	level	level	NOUN
bitcs-2426	120	28	since	since	SCONJ
bitcs-2426	120	29	this	this	DET
bitcs-2426	120	30	algorithm	algorithm	NOUN
bitcs-2426	120	31	was	be	AUX
bitcs-2426	120	32	meant	mean	VERB
bitcs-2426	120	33	to	to	PART
bitcs-2426	120	34	test	test	VERB
bitcs-2426	120	35	multiple	multiple	ADJ
bitcs-2426	120	36	profiles	profile	NOUN
bitcs-2426	120	37	for	for	ADP
bitcs-2426	120	38	significance	significance	NOUN
bitcs-2426	120	39	.	.	PUNCT
bitcs-2426	121	1	two	two	NUM
bitcs-2426	121	2	types	type	NOUN
bitcs-2426	121	3	of	of	ADP
bitcs-2426	121	4	corrections	correction	NOUN
bitcs-2426	121	5	were	be	AUX
bitcs-2426	121	6	utilized	utilize	VERB
bitcs-2426	121	7	in	in	ADP
bitcs-2426	121	8	this	this	DET
bitcs-2426	121	9	algorithm	algorithm	NOUN
bitcs-2426	121	10	.	.	PUNCT
bitcs-2426	122	1	the	the	DET
bitcs-2426	122	2	first	first	ADJ
bitcs-2426	122	3	one	one	NUM
bitcs-2426	122	4	was	be	AUX
bitcs-2426	122	5	the	the	DET
bitcs-2426	122	6	bonferroni	bonferroni	NOUN
bitcs-2426	122	7	correction	correction	NOUN
bitcs-2426	122	8	while	while	SCONJ
bitcs-2426	122	9	the	the	DET
bitcs-2426	122	10	second	second	ADJ
bitcs-2426	122	11	one	one	NOUN
bitcs-2426	122	12	was	be	AUX
bitcs-2426	122	13	the	the	DET
bitcs-2426	122	14	conservative	conservative	ADJ
bitcs-2426	122	15	false	false	ADJ
bitcs-2426	122	16	discovery	discovery	NOUN
bitcs-2426	122	17	rate	rate	NOUN
bitcs-2426	122	18	(	(	PUNCT
bitcs-2426	122	19	fdr	fdr	PROPN
bitcs-2426	122	20	)	)	PUNCT
bitcs-2426	122	21	control	control	NOUN
bitcs-2426	122	22	.	.	PUNCT
bitcs-2426	123	1	in	in	ADP
bitcs-2426	123	2	the	the	DET
bitcs-2426	123	3	third	third	ADJ
bitcs-2426	123	4	scenario	scenario	NOUN
bitcs-2426	123	5	,	,	PUNCT
bitcs-2426	123	6	no	no	DET
bitcs-2426	123	7	correction	correction	NOUN
bitcs-2426	123	8	was	be	AUX
bitcs-2426	123	9	made	make	VERB
bitcs-2426	123	10	for	for	ADP
bitcs-2426	123	11	the	the	DET
bitcs-2426	123	12	multiple	multiple	ADJ
bitcs-2426	123	13	significance	significance	NOUN
bitcs-2426	123	14	tests	test	NOUN
bitcs-2426	123	15	.	.	PUNCT
bitcs-2426	124	1	figure	figure	NOUN
bitcs-2426	124	2	5	5	NUM
bitcs-2426	124	3	.	.	PUNCT
bitcs-2426	125	1	modeling	model	VERB
bitcs-2426	125	2	gene	gene	NOUN
bitcs-2426	125	3	profiling	profiling	NOUN
bitcs-2426	125	4	process	process	NOUN
bitcs-2426	125	5	in	in	ADP
bitcs-2426	125	6	the	the	DET
bitcs-2426	125	7	fifteenth	fifteenth	ADJ
bitcs-2426	125	8	step	step	NOUN
bitcs-2426	125	9	,	,	PUNCT
bitcs-2426	125	10	two	two	NUM
bitcs-2426	125	11	parameters	parameter	NOUN
bitcs-2426	125	12	namely	namely	ADV
bitcs-2426	125	13	the	the	DET
bitcs-2426	125	14	minimum	minimum	ADJ
bitcs-2426	125	15	correlation	correlation	NOUN
bitcs-2426	125	16	and	and	CCONJ
bitcs-2426	125	17	the	the	DET
bitcs-2426	125	18	minimum	minimum	ADJ
bitcs-2426	125	19	correlation	correlation	NOUN
bitcs-2426	125	20	percentile	percentile	ADJ
bitcs-2426	125	21	were	be	AUX
bitcs-2426	125	22	utilized	utilize	VERB
bitcs-2426	125	23	to	to	PART
bitcs-2426	125	24	control	control	VERB
bitcs-2426	125	25	the	the	DET
bitcs-2426	125	26	grouping	grouping	NOUN
bitcs-2426	125	27	of	of	ADP
bitcs-2426	125	28	significant	significant	ADJ
bitcs-2426	125	29	model	model	NOUN
bitcs-2426	125	30	profiles	profile	NOUN
bitcs-2426	125	31	into	into	ADP
bitcs-2426	125	32	clusters	cluster	NOUN
bitcs-2426	125	33	.	.	PUNCT
bitcs-2426	126	1	in	in	ADP
bitcs-2426	126	2	so	so	ADV
bitcs-2426	126	3	doing	do	VERB
bitcs-2426	126	4	,	,	PUNCT
bitcs-2426	126	5	these	these	DET
bitcs-2426	126	6	parameters	parameter	NOUN
bitcs-2426	126	7	served	serve	VERB
bitcs-2426	126	8	to	to	PART
bitcs-2426	126	9	control	control	VERB
bitcs-2426	126	10	how	how	SCONJ
bitcs-2426	126	11	similar	similar	ADJ
bitcs-2426	126	12	two	two	NUM
bitcs-2426	126	13	model	model	NOUN
bitcs-2426	126	14	profiles	profile	NOUN
bitcs-2426	126	15	had	have	VERB
bitcs-2426	126	16	to	to	PART
bitcs-2426	126	17	be	be	AUX
bitcs-2426	126	18	if	if	SCONJ
bitcs-2426	126	19	they	they	PRON
bitcs-2426	126	20	were	be	AUX
bitcs-2426	126	21	grouped	group	VERB
bitcs-2426	126	22	together	together	ADV
bitcs-2426	126	23	.	.	PUNCT
bitcs-2426	127	1	for	for	ADP
bitcs-2426	127	2	the	the	DET
bitcs-2426	127	3	case	case	NOUN
bitcs-2426	127	4	of	of	ADP
bitcs-2426	127	5	the	the	DET
bitcs-2426	127	6	minimum	minimum	ADJ
bitcs-2426	127	7	correlation	correlation	NOUN
bitcs-2426	127	8	,	,	PUNCT
bitcs-2426	127	9	any	any	DET
bitcs-2426	127	10	two	two	NUM
bitcs-2426	127	11	model	model	NOUN
bitcs-2426	127	12	profiles	profile	NOUN
bitcs-2426	127	13	assigned	assign	VERB
bitcs-2426	127	14	to	to	ADP
bitcs-2426	127	15	the	the	DET
bitcs-2426	127	16	same	same	ADJ
bitcs-2426	127	17	cluster	cluster	NOUN
bitcs-2426	127	18	of	of	ADP
bitcs-2426	127	19	profiles	profile	NOUN
bitcs-2426	127	20	had	have	VERB
bitcs-2426	127	21	to	to	PART
bitcs-2426	127	22	have	have	VERB
bitcs-2426	127	23	a	a	DET
bitcs-2426	127	24	correlation	correlation	NOUN
bitcs-2426	127	25	above	above	ADP
bitcs-2426	127	26	this	this	DET
bitcs-2426	127	27	parameter	parameter	NOUN
bitcs-2426	127	28	's	's	PART
bitcs-2426	127	29	value	value	NOUN
bitcs-2426	127	30	.	.	PUNCT
bitcs-2426	128	1	on	on	ADP
bitcs-2426	128	2	its	its	PRON
bitcs-2426	128	3	part	part	NOUN
bitcs-2426	128	4	,	,	PUNCT
bitcs-2426	128	5	the	the	DET
bitcs-2426	128	6	minimum	minimum	ADJ
bitcs-2426	128	7	correlation	correlation	NOUN
bitcs-2426	128	8	percentile	percentile	ADJ
bitcs-2426	128	9	was	be	AUX
bitcs-2426	128	10	employed	employ	VERB
bitcs-2426	128	11	in	in	ADP
bitcs-2426	128	12	cases	case	NOUN
bitcs-2426	128	13	there	there	PRON
bitcs-2426	128	14	were	be	VERB
bitcs-2426	128	15	repeat	repeat	NOUN
bitcs-2426	128	16	data	datum	NOUN
bitcs-2426	128	17	from	from	ADP
bitcs-2426	128	18	different	different	ADJ
bitcs-2426	128	19	time	time	NOUN
bitcs-2426	128	20	periods	period	NOUN
bitcs-2426	128	21	.	.	PUNCT
bitcs-2426	129	1	it	it	PRON
bitcs-2426	129	2	was	be	AUX
bitcs-2426	129	3	used	use	VERB
bitcs-2426	129	4	to	to	PART
bitcs-2426	129	5	specify	specify	VERB
bitcs-2426	129	6	that	that	SCONJ
bitcs-2426	129	7	any	any	DET
bitcs-2426	129	8	two	two	NUM
bitcs-2426	129	9	model	model	NOUN
bitcs-2426	129	10	profiles	profile	NOUN
bitcs-2426	129	11	assigned	assign	VERB
bitcs-2426	129	12	to	to	ADP
bitcs-2426	129	13	the	the	DET
bitcs-2426	129	14	same	same	ADJ
bitcs-2426	129	15	cluster	cluster	NOUN
bitcs-2426	129	16	of	of	ADP
bitcs-2426	129	17	profiles	profile	NOUN
bitcs-2426	129	18	had	have	VERB
bitcs-2426	129	19	to	to	PART
bitcs-2426	129	20	have	have	VERB
bitcs-2426	129	21	a	a	DET
bitcs-2426	129	22	correlation	correlation	NOUN
bitcs-2426	129	23	in	in	ADP
bitcs-2426	129	24	their	their	PRON
bitcs-2426	129	25	expression	expression	NOUN
bitcs-2426	129	26	greater	great	ADJ
bitcs-2426	129	27	than	than	ADP
bitcs-2426	129	28	the	the	DET
bitcs-2426	129	29	correlation	correlation	NOUN
bitcs-2426	129	30	of	of	ADP
bitcs-2426	129	31	this	this	DET
bitcs-2426	129	32	percentile	percentile	NOUN
bitcs-2426	129	33	in	in	ADP
bitcs-2426	129	34	the	the	DET
bitcs-2426	129	35	distribution	distribution	NOUN
bitcs-2426	129	36	of	of	ADP
bitcs-2426	129	37	gene	gene	NOUN
bitcs-2426	129	38	expression	expression	NOUN
bitcs-2426	129	39	correlations	correlation	NOUN
bitcs-2426	129	40	between	between	ADP
bitcs-2426	129	41	the	the	DET
bitcs-2426	129	42	repeats	repeat	NOUN
bitcs-2426	129	43	.	.	PUNCT
bitcs-2426	130	1	the	the	DET
bitcs-2426	130	2	last	last	ADJ
bitcs-2426	130	3	step	step	NOUN
bitcs-2426	130	4	was	be	AUX
bitcs-2426	130	5	the	the	DET
bitcs-2426	130	6	display	display	NOUN
bitcs-2426	130	7	of	of	ADP
bitcs-2426	130	8	the	the	DET
bitcs-2426	130	9	gene	gene	NOUN
bitcs-2426	130	10	profiles	profile	NOUN
bitcs-2426	130	11	based	base	VERB
bitcs-2426	130	12	on	on	ADP
bitcs-2426	130	13	the	the	DET
bitcs-2426	130	14	euclidean	euclidean	ADJ
bitcs-2426	130	15	distance	distance	NOUN
bitcs-2426	130	16	after	after	ADP
bitcs-2426	130	17	which	which	PRON
bitcs-2426	130	18	the	the	DET
bitcs-2426	130	19	algorithm	algorithm	NOUN
bitcs-2426	130	20	halted	halt	VERB
bitcs-2426	130	21	in	in	ADP
bitcs-2426	130	22	the	the	DET
bitcs-2426	130	23	seventeenth	seventeenth	ADJ
bitcs-2426	130	24	step	step	NOUN
bitcs-2426	130	25	.	.	PUNCT
bitcs-2426	131	1	figure	figure	NOUN
bitcs-2426	131	2	6	6	NUM
bitcs-2426	131	3	gives	give	VERB
bitcs-2426	131	4	a	a	DET
bitcs-2426	131	5	diagrammatic	diagrammatic	ADJ
bitcs-2426	131	6	representation	representation	NOUN
bitcs-2426	131	7	of	of	ADP
bitcs-2426	131	8	the	the	DET
bitcs-2426	131	9	gene	gene	NOUN
bitcs-2426	131	10	profile	profile	NOUN
bitcs-2426	131	11	derivation	derivation	NOUN
bitcs-2426	131	12	process	process	NOUN
bitcs-2426	131	13	.	.	PUNCT
bitcs-2426	132	1	as	as	SCONJ
bitcs-2426	132	2	this	this	DET
bitcs-2426	132	3	figure	figure	NOUN
bitcs-2426	132	4	shows	show	VERB
bitcs-2426	132	5	,	,	PUNCT
bitcs-2426	132	6	the	the	DET
bitcs-2426	132	7	process	process	NOUN
bitcs-2426	132	8	gene	gene	NOUN
bitcs-2426	132	9	profile	profile	NOUN
bitcs-2426	132	10	derivation	derivation	NOUN
bitcs-2426	132	11	process	process	NOUN
bitcs-2426	132	12	involves	involve	VERB
bitcs-2426	132	13	the	the	DET
bitcs-2426	132	14	input	input	NOUN
bitcs-2426	132	15	of	of	ADP
bitcs-2426	132	16	the	the	DET
bitcs-2426	132	17	genomic	genomic	ADJ
bitcs-2426	132	18	data	datum	NOUN
bitcs-2426	132	19	containing	contain	VERB
bitcs-2426	132	20	the	the	DET
bitcs-2426	132	21	gene	gene	NOUN
bitcs-2426	132	22	expressions	expression	NOUN
bitcs-2426	132	23	to	to	PART
bitcs-2426	132	24	be	be	AUX
bitcs-2426	132	25	profiled	profile	VERB
bitcs-2426	132	26	.	.	PUNCT
bitcs-2426	133	1	these	these	DET
bitcs-2426	133	2	data	datum	NOUN
bitcs-2426	133	3	items	item	NOUN
bitcs-2426	133	4	are	be	AUX
bitcs-2426	133	5	analyzed	analyze	VERB
bitcs-2426	133	6	using	use	VERB
bitcs-2426	133	7	parameters	parameter	NOUN
bitcs-2426	133	8	such	such	ADJ
bitcs-2426	133	9	as	as	ADP
bitcs-2426	133	10	pvalue	pvalue	NOUN
bitcs-2426	133	11	,	,	PUNCT
bitcs-2426	133	12	pearson	pearson	PROPN
bitcs-2426	133	13	correlations	correlation	NOUN
bitcs-2426	133	14	,	,	PUNCT
bitcs-2426	133	15	permutations	permutation	NOUN
bitcs-2426	133	16	,	,	PUNCT
bitcs-2426	133	17	logistic	logistic	ADJ
bitcs-2426	133	18	regression	regression	NOUN
bitcs-2426	133	19	and	and	CCONJ
bitcs-2426	133	20	median	median	NOUN
bitcs-2426	133	21	to	to	PART
bitcs-2426	133	22	yield	yield	VERB
bitcs-2426	133	23	probable	probable	ADJ
bitcs-2426	133	24	profiles	profile	NOUN
bitcs-2426	133	25	as	as	SCONJ
bitcs-2426	133	26	already	already	ADV
bitcs-2426	133	27	discussed	discuss	VERB
bitcs-2426	133	28	above	above	ADV
bitcs-2426	133	29	.	.	PUNCT
bitcs-2426	134	1	correction	correction	NOUN
bitcs-2426	134	2	methods	method	NOUN
bitcs-2426	134	3	are	be	AUX
bitcs-2426	134	4	then	then	ADV
bitcs-2426	134	5	employed	employ	VERB
bitcs-2426	134	6	to	to	PART
bitcs-2426	134	7	adjust	adjust	VERB
bitcs-2426	134	8	the	the	DET
bitcs-2426	134	9	significance	significance	NOUN
bitcs-2426	134	10	level	level	NOUN
bitcs-2426	134	11	to	to	PART
bitcs-2426	134	12	permit	permit	VERB
bitcs-2426	134	13	the	the	DET
bitcs-2426	134	14	testing	testing	NOUN
bitcs-2426	134	15	of	of	ADP
bitcs-2426	134	16	multiple	multiple	ADJ
bitcs-2426	134	17	profiles	profile	NOUN
bitcs-2426	134	18	for	for	ADP
bitcs-2426	134	19	significance	significance	NOUN
bitcs-2426	134	20	.	.	PUNCT
bitcs-2426	135	1	figure	figure	NOUN
bitcs-2426	135	2	6	6	NUM
bitcs-2426	135	3	.	.	PUNCT
bitcs-2426	136	1	schematic	schematic	ADJ
bitcs-2426	136	2	gene	gene	NOUN
bitcs-2426	136	3	derivation	derivation	NOUN
bitcs-2426	136	4	process	process	NOUN
bitcs-2426	136	5	the	the	DET
bitcs-2426	136	6	output	output	NOUN
bitcs-2426	136	7	gene	gene	NOUN
bitcs-2426	136	8	groupings	grouping	NOUN
bitcs-2426	136	9	are	be	AUX
bitcs-2426	136	10	then	then	ADV
bitcs-2426	136	11	clustered	cluster	VERB
bitcs-2426	136	12	using	use	VERB
bitcs-2426	136	13	minimum	minimum	ADJ
bitcs-2426	136	14	correlation	correlation	NOUN
bitcs-2426	136	15	and	and	CCONJ
bitcs-2426	136	16	minimum	minimum	NOUN
bitcs-2426	136	17	correlation	correlation	NOUN
bitcs-2426	136	18	percentile	percentile	ADJ
bitcs-2426	136	19	before	before	SCONJ
bitcs-2426	136	20	euclidean	euclidean	ADJ
bitcs-2426	136	21	distance	distance	NOUN
bitcs-2426	136	22	is	be	AUX
bitcs-2426	136	23	applied	apply	VERB
bitcs-2426	136	24	to	to	ADP
bitcs-2426	136	25	them	they	PRON
bitcs-2426	136	26	to	to	PART
bitcs-2426	136	27	distinguish	distinguish	VERB
bitcs-2426	136	28	the	the	DET
bitcs-2426	136	29	various	various	ADJ
bitcs-2426	136	30	gene	gene	NOUN
bitcs-2426	136	31	profiles	profile	NOUN
bitcs-2426	136	32	.	.	PUNCT
bitcs-2426	137	1	the	the	DET
bitcs-2426	137	2	final	final	ADJ
bitcs-2426	137	3	outputs	output	NOUN
bitcs-2426	137	4	are	be	AUX
bitcs-2426	137	5	the	the	DET
bitcs-2426	137	6	gene	gene	NOUN
bitcs-2426	137	7	profiles	profile	NOUN
bitcs-2426	137	8	in	in	ADP
bitcs-2426	137	9	form	form	NOUN
bitcs-2426	137	10	of	of	ADP
bitcs-2426	137	11	graphs	graph	NOUN
bitcs-2426	137	12	.	.	PUNCT
bitcs-2426	138	1	the	the	DET
bitcs-2426	138	2	logic	logic	NOUN
bitcs-2426	138	3	here	here	ADV
bitcs-2426	138	4	was	be	AUX
bitcs-2426	138	5	that	that	SCONJ
bitcs-2426	138	6	when	when	SCONJ
bitcs-2426	138	7	the	the	DET
bitcs-2426	138	8	number	number	NOUN
bitcs-2426	138	9	of	of	ADP
bitcs-2426	138	10	candidate	candidate	NOUN
bitcs-2426	138	11	model	model	NOUN
bitcs-2426	138	12	profiles	profile	NOUN
bitcs-2426	138	13	exceeded	exceed	VERB
bitcs-2426	138	14	the	the	DET
bitcs-2426	138	15	p	p	NOUN
bitcs-2426	138	16	value	value	NOUN
bitcs-2426	138	17	of	of	ADP
bitcs-2426	138	18	seeing	see	VERB
bitcs-2426	138	19	t	t	NOUN
bitcs-2426	138	20	more	more	ADJ
bitcs-2426	138	21	genes	gene	NOUN
bitcs-2426	138	22	in	in	ADP
bitcs-2426	138	23	the	the	DET
bitcs-2426	138	24	intersection	intersection	NOUN
bitcs-2426	138	25	,	,	PUNCT
bitcs-2426	138	26	then	then	ADV
bitcs-2426	138	27	instead	instead	ADV
bitcs-2426	138	28	of	of	ADP
bitcs-2426	138	29	explicitly	explicitly	ADV
bitcs-2426	138	30	generating	generate	VERB
bitcs-2426	138	31	al	al	PROPN
bitcs-2426	138	32	l	l	PROPN
bitcs-2426	138	33	candidate	candidate	NOUN
bitcs-2426	138	34	model	model	NOUN
bitcs-2426	138	35	profiles	profile	NOUN
bitcs-2426	138	36	,	,	PUNCT
bitcs-2426	138	37	a	a	DET
bitcs-2426	138	38	subset	subset	NOUN
bitcs-2426	138	39	of	of	ADP
bitcs-2426	138	40	candidate	candidate	NOUN
bitcs-2426	138	41	model	model	NOUN
bitcs-2426	138	42	profiles	profile	NOUN
bitcs-2426	138	43	of	of	ADP
bitcs-2426	138	44	this	this	DET
bitcs-2426	138	45	size	size	NOUN
bitcs-2426	138	46	was	be	AUX
bitcs-2426	138	47	randomly	randomly	ADV
bitcs-2426	138	48	selected	select	VERB
bitcs-2426	138	49	.	.	PUNCT
bitcs-2426	139	1	in	in	ADP
bitcs-2426	139	2	the	the	DET
bitcs-2426	139	3	tenth	tenth	ADJ
bitcs-2426	139	4	step	step	NOUN
bitcs-2426	139	5	,	,	PUNCT
bitcs-2426	139	6	the	the	DET
bitcs-2426	139	7	number	number	NOUN
bitcs-2426	139	8	of	of	ADP
bitcs-2426	139	9	permutations	permutation	NOUN
bitcs-2426	139	10	per	per	ADP
bitcs-2426	139	11	gene	gene	NOUN
bitcs-2426	139	12	parameter	parameter	NOUN
bitcs-2426	139	13	was	be	AUX
bitcs-2426	139	14	employed	employ	VERB
bitcs-2426	139	15	to	to	PART
bitcs-2426	139	16	specify	specify	VERB
bitcs-2426	139	17	the	the	DET
bitcs-2426	139	18	number	number	NOUN
bitcs-2426	139	19	of	of	ADP
bitcs-2426	139	20	permutations	permutation	NOUN
bitcs-2426	139	21	of	of	ADP
bitcs-2426	139	22	time	time	NOUN
bitcs-2426	139	23	points	point	NOUN
bitcs-2426	139	24	that	that	PRON
bitcs-2426	139	25	were	be	AUX
bitcs-2426	139	26	randomly	randomly	ADV
bitcs-2426	139	27	selec	selec	NOUN
bitcs-2426	139	28	ted	te	VERB
bitcs-2426	139	29	for	for	ADP
bitcs-2426	139	30	each	each	DET
bitcs-2426	139	31	gene	gene	NOUN
bitcs-2426	139	32	when	when	SCONJ
bitcs-2426	139	33	computing	compute	VERB
bitcs-2426	139	34	the	the	DET
bitcs-2426	139	35	expected	expect	VERB
bitcs-2426	139	36	number	number	NOUN
bitcs-2426	139	37	of	of	ADP
bitcs-2426	139	38	genes	gene	NOUN
bitcs-2426	139	39	assigned	assign	VERB
bitcs-2426	139	40	to	to	ADP
bitcs-2426	139	41	each	each	PRON
bitcs-2426	139	42	of	of	ADP
bitcs-2426	139	43	the	the	DET
bitcs-2426	139	44	model	model	NOUN
bitcs-2426	139	45	profiles	profile	NOUN
bitcs-2426	139	46	.	.	PUNCT
bitcs-2426	140	1	68	68	NUM
bitcs-2426	140	2	|	|	CCONJ
bitcs-2426	140	3	vol	vol	NOUN
bitcs-2426	140	4	.	.	PROPN
bitcs-2426	140	5	3	3	NUM
bitcs-2426	140	6	no	no	NOUN
bitcs-2426	140	7	.	.	NOUN
bitcs-2426	140	8	2	2	NUM
bitcs-2426	140	9	,	,	PUNCT
bitcs-2426	140	10	july	july	PROPN
bitcs-2426	140	11	202	202	NUM
bitcs-2426	140	12	2	2	NUM
bitcs-2426	140	13	iii.results	iii.result	NOUN
bitcs-2426	140	14	and	and	CCONJ
bitcs-2426	140	15	discussion	discussion	NOUN
bitcs-2426	140	16	in	in	ADP
bitcs-2426	140	17	this	this	DET
bitcs-2426	140	18	section	section	NOUN
bitcs-2426	140	19	a	a	DET
bitcs-2426	140	20	time	time	NOUN
bitcs-2426	140	21	series	series	NOUN
bitcs-2426	140	22	-	-	PUNCT
bitcs-2426	140	23	based	base	VERB
bitcs-2426	140	24	gene	gene	NOUN
bitcs-2426	140	25	profiling	profiling	NOUN
bitcs-2426	140	26	algorithm	algorithm	NOUN
bitcs-2426	140	27	is	be	AUX
bitcs-2426	140	28	developed	develop	VERB
bitcs-2426	140	29	.	.	PUNCT
bitcs-2426	141	1	to	to	PART
bitcs-2426	141	2	test	test	VERB
bitcs-2426	141	3	the	the	DET
bitcs-2426	141	4	derived	derive	VERB
bitcs-2426	141	5	parameters	parameter	NOUN
bitcs-2426	141	6	and	and	CCONJ
bitcs-2426	141	7	their	their	PRON
bitcs-2426	141	8	gene	gene	NOUN
bitcs-2426	141	9	profiling	profiling	NOUN
bitcs-2426	141	10	abilities	ability	NOUN
bitcs-2426	141	11	,	,	PUNCT
bitcs-2426	141	12	the	the	DET
bitcs-2426	141	13	algorithms	algorithm	NOUN
bitcs-2426	141	14	and	and	CCONJ
bitcs-2426	141	15	statistical	statistical	ADJ
bitcs-2426	141	16	computations	computation	NOUN
bitcs-2426	141	17	were	be	AUX
bitcs-2426	141	18	put	put	VERB
bitcs-2426	141	19	into	into	ADP
bitcs-2426	141	20	use	use	NOUN
bitcs-2426	141	21	to	to	PART
bitcs-2426	141	22	achieve	achieve	VERB
bitcs-2426	141	23	some	some	DET
bitcs-2426	141	24	functionality	functionality	NOUN
bitcs-2426	141	25	as	as	SCONJ
bitcs-2426	141	26	shown	show	VERB
bitcs-2426	141	27	in	in	ADP
bitcs-2426	141	28	table	table	NOUN
bitcs-2426	141	29	3	3	NUM
bitcs-2426	141	30	.	.	PUNCT
bitcs-2426	142	1	the	the	DET
bitcs-2426	142	2	genomics	genomics	NOUN
bitcs-2426	142	3	data	datum	NOUN
bitcs-2426	142	4	from	from	ADP
bitcs-2426	142	5	two	two	NUM
bitcs-2426	142	6	experiments	experiment	NOUN
bitcs-2426	142	7	measuring	measure	VERB
bitcs-2426	142	8	the	the	DET
bitcs-2426	142	9	response	response	NOUN
bitcs-2426	142	10	of	of	ADP
bitcs-2426	142	11	gastric	gastric	ADJ
bitcs-2426	142	12	epithelial	epithelial	ADJ
bitcs-2426	142	13	cells	cell	NOUN
bitcs-2426	142	14	infected	infect	VERB
bitcs-2426	142	15	with	with	ADP
bitcs-2426	142	16	the	the	DET
bitcs-2426	142	17	vac	vac	NOUN
bitcs-2426	142	18	a	a	DET
bitcs-2426	142	19	mutant	mutant	ADJ
bitcs-2426	142	20	strain	strain	NOUN
bitcs-2426	142	21	of	of	ADP
bitcs-2426	142	22	the	the	DET
bitcs-2426	142	23	pathogen	pathogen	NOUN
bitcs-2426	142	24	helicobacter	helicobacter	NOUN
bitcs-2426	142	25	pylori	pylori	NOUN
bitcs-2426	142	26	were	be	AUX
bitcs-2426	142	27	then	then	ADV
bitcs-2426	142	28	fed	feed	VERB
bitcs-2426	142	29	as	as	ADP
bitcs-2426	142	30	input	input	NOUN
bitcs-2426	142	31	to	to	ADP
bitcs-2426	142	32	this	this	DET
bitcs-2426	142	33	algorithm	algorithm	NOUN
bitcs-2426	142	34	.	.	PUNCT
bitcs-2426	143	1	table	table	NOUN
bitcs-2426	143	2	3	3	NUM
bitcs-2426	143	3	.	.	X
bitcs-2426	143	4	gene	gene	NOUN
bitcs-2426	143	5	derivation	derivation	NOUN
bitcs-2426	143	6	process	process	NOUN
bitcs-2426	143	7	step	step	NOUN
bitcs-2426	143	8	parameter	parameter	NOUN
bitcs-2426	143	9	activity	activity	NOUN
bitcs-2426	143	10	1	1	NUM
bitcs-2426	143	11	n	n	CCONJ
bitcs-2426	143	12	/	/	SYM
bitcs-2426	143	13	a	a	PRON
bitcs-2426	143	14	-commence	-commence	NOUN
bitcs-2426	143	15	gene	gene	NOUN
bitcs-2426	143	16	derivation	derivation	NOUN
bitcs-2426	143	17	process	process	NOUN
bitcs-2426	143	18	2	2	NUM
bitcs-2426	143	19	n	n	CCONJ
bitcs-2426	143	20	/	/	SYM
bitcs-2426	143	21	a	a	DET
bitcs-2426	143	22	-input	-input	NOUN
bitcs-2426	143	23	genomic	genomic	NOUN
bitcs-2426	143	24	data	datum	NOUN
bitcs-2426	143	25	3	3	NUM
bitcs-2426	143	26	n	n	CCONJ
bitcs-2426	143	27	/	/	SYM
bitcs-2426	143	28	a	a	DET
bitcs-2426	143	29	-validation	-validation	NOUN
bitcs-2426	143	30	is	be	AUX
bitcs-2426	143	31	done	do	VERB
bitcs-2426	143	32	against	against	ADP
bitcs-2426	143	33	empty	empty	ADJ
bitcs-2426	143	34	genomic	genomic	NOUN
bitcs-2426	143	35	file	file	NOUN
bitcs-2426	143	36	upload	upload	VERB
bitcs-2426	143	37	4	4	NUM
bitcs-2426	143	38	n	n	CCONJ
bitcs-2426	143	39	/	/	SYM
bitcs-2426	143	40	a	a	DET
bitcs-2426	143	41	-prompt	-prompt	ADJ
bitcs-2426	143	42	genomic	genomic	ADJ
bitcs-2426	143	43	data	datum	NOUN
bitcs-2426	143	44	input	input	NOUN
bitcs-2426	143	45	error	error	NOUN
bitcs-2426	143	46	5	5	NUM
bitcs-2426	143	47	n	n	CCONJ
bitcs-2426	143	48	/	/	SYM
bitcs-2426	143	49	a	a	DET
bitcs-2426	143	50	-validation	-validation	NOUN
bitcs-2426	143	51	against	against	ADP
bitcs-2426	143	52	spot	spot	NOUN
bitcs-2426	143	53	ids	id	NOUN
bitcs-2426	143	54	6	6	NUM
bitcs-2426	143	55	n	n	NOUN
bitcs-2426	143	56	/	/	SYM
bitcs-2426	143	57	a	a	DET
bitcs-2426	143	58	-if	-if	ADV
bitcs-2426	143	59	not	not	PART
bitcs-2426	143	60	included	include	VERB
bitcs-2426	143	61	in	in	ADP
bitcs-2426	143	62	file	file	NOUN
bitcs-2426	143	63	compute	compute	NOUN
bitcs-2426	143	64	spot	spot	NOUN
bitcs-2426	143	65	ids	id	NOUN
bitcs-2426	143	66	7	7	NUM
bitcs-2426	143	67	median	median	NOUN
bitcs-2426	143	68	-computation	-computation	NOUN
bitcs-2426	143	69	of	of	ADP
bitcs-2426	143	70	the	the	DET
bitcs-2426	143	71	average	average	ADJ
bitcs-2426	143	72	value	value	NOUN
bitcs-2426	143	73	for	for	ADP
bitcs-2426	143	74	the	the	DET
bitcs-2426	143	75	expression	expression	NOUN
bitcs-2426	143	76	values	value	NOUN
bitcs-2426	143	77	for	for	ADP
bitcs-2426	143	78	the	the	DET
bitcs-2426	143	79	same	same	ADJ
bitcs-2426	143	80	gene	gene	NOUN
bitcs-2426	143	81	8	8	NUM
bitcs-2426	143	82	p	p	NOUN
bitcs-2426	143	83	-	-	PUNCT
bitcs-2426	143	84	value	value	NOUN
bitcs-2426	143	85	-filtering	-filtere	VERB
bitcs-2426	143	86	specific	specific	ADJ
bitcs-2426	143	87	genes	gene	NOUN
bitcs-2426	143	88	9	9	NUM
bitcs-2426	143	89	pearson	pearson	NOUN
bitcs-2426	143	90	correlation	correlation	NOUN
bitcs-2426	143	91	,	,	PUNCT
bitcs-2426	143	92	p	p	ADJ
bitcs-2426	143	93	-	-	PUNCT
bitcs-2426	143	94	value	value	NOUN
bitcs-2426	143	95	-model	-model	NOUN
bitcs-2426	143	96	profiles	profile	NOUN
bitcs-2426	143	97	selections	selection	NOUN
bitcs-2426	143	98	.	.	PUNCT
bitcs-2426	144	1	10	10	NUM
bitcs-2426	144	2	permutation	permutation	NOUN
bitcs-2426	144	3	-computation	-computation	NOUN
bitcs-2426	144	4	of	of	ADP
bitcs-2426	144	5	the	the	DET
bitcs-2426	144	6	expected	expect	VERB
bitcs-2426	144	7	number	number	NOUN
bitcs-2426	144	8	of	of	ADP
bitcs-2426	144	9	genes	gene	NOUN
bitcs-2426	144	10	assigned	assign	VERB
bitcs-2426	144	11	to	to	ADP
bitcs-2426	144	12	each	each	PRON
bitcs-2426	144	13	of	of	ADP
bitcs-2426	144	14	the	the	DET
bitcs-2426	144	15	model	model	NOUN
bitcs-2426	144	16	profiles	profile	VERB
bitcs-2426	144	17	11	11	NUM
bitcs-2426	144	18	p	p	NOUN
bitcs-2426	144	19	-	-	PUNCT
bitcs-2426	144	20	value	value	NOUN
bitcs-2426	144	21	,	,	PUNCT
bitcs-2426	144	22	logistic	logistic	ADJ
bitcs-2426	144	23	regression	regression	NOUN
bitcs-2426	144	24	-setting	-sette	VERB
bitcs-2426	144	25	the	the	DET
bitcs-2426	144	26	connotation	connotation	NOUN
bitcs-2426	144	27	level	level	NOUN
bitcs-2426	144	28	at	at	ADP
bitcs-2426	144	29	which	which	PRON
bitcs-2426	144	30	the	the	DET
bitcs-2426	144	31	number	number	NOUN
bitcs-2426	144	32	of	of	ADP
bitcs-2426	144	33	genes	gene	NOUN
bitcs-2426	144	34	are	be	AUX
bitcs-2426	144	35	assigned	assign	VERB
bitcs-2426	144	36	to	to	ADP
bitcs-2426	144	37	a	a	DET
bitcs-2426	144	38	model	model	NOUN
bitcs-2426	144	39	profile	profile	NOUN
bitcs-2426	144	40	12	12	NUM
bitcs-2426	144	41	permutation	permutation	NOUN
bitcs-2426	144	42	-compute	-compute	NOUN
bitcs-2426	144	43	the	the	DET
bitcs-2426	144	44	expected	expect	VERB
bitcs-2426	144	45	number	number	NOUN
bitcs-2426	144	46	of	of	ADP
bitcs-2426	144	47	genes	gene	NOUN
bitcs-2426	144	48	assigned	assign	VERB
bitcs-2426	144	49	to	to	ADP
bitcs-2426	144	50	a	a	DET
bitcs-2426	144	51	specific	specific	ADJ
bitcs-2426	144	52	profile	profile	NOUN
bitcs-2426	144	53	13	13	NUM
bitcs-2426	144	54	permutation	permutation	NOUN
bitcs-2426	144	55	-configure	-configure	NOUN
bitcs-2426	144	56	permutation	permutation	NOUN
bitcs-2426	144	57	test	test	NOUN
bitcs-2426	144	58	not	not	PART
bitcs-2426	144	59	to	to	PART
bitcs-2426	144	60	permute	permute	VERB
bitcs-2426	144	61	at	at	ADP
bitcs-2426	144	62	time	time	NOUN
bitcs-2426	144	63	point	point	NOUN
bitcs-2426	144	64	zero	zero	NUM
bitcs-2426	144	65	14	14	NUM
bitcs-2426	144	66	bonferroni	bonferroni	NOUN
bitcs-2426	144	67	,	,	PUNCT
bitcs-2426	144	68	fdr	fdr	PROPN
bitcs-2426	144	69	-adjust	-adjust	VERB
bitcs-2426	144	70	the	the	DET
bitcs-2426	144	71	significance	significance	NOUN
bitcs-2426	144	72	level	level	NOUN
bitcs-2426	144	73	to	to	PART
bitcs-2426	144	74	test	test	VERB
bitcs-2426	144	75	multiple	multiple	ADJ
bitcs-2426	144	76	profiles	profile	NOUN
bitcs-2426	144	77	for	for	ADP
bitcs-2426	144	78	significance	significance	NOUN
bitcs-2426	144	79	15	15	NUM
bitcs-2426	144	80	minimum	minimum	NOUN
bitcs-2426	144	81	correlation	correlation	NOUN
bitcs-2426	144	82	,	,	PUNCT
bitcs-2426	144	83	minimum	minimum	ADJ
bitcs-2426	144	84	correlation	correlation	NOUN
bitcs-2426	144	85	-control	-control	NOUN
bitcs-2426	144	86	grouping	grouping	NOUN
bitcs-2426	144	87	of	of	ADP
bitcs-2426	144	88	significant	significant	ADJ
bitcs-2426	144	89	model	model	NOUN
bitcs-2426	144	90	profiles	profile	NOUN
bitcs-2426	144	91	into	into	ADP
bitcs-2426	144	92	clusters	cluster	NOUN
bitcs-2426	144	93	percentile	percentile	VERB
bitcs-2426	144	94	16	16	NUM
bitcs-2426	144	95	euclidean	euclidean	ADJ
bitcs-2426	144	96	distance	distance	NOUN
bitcs-2426	144	97	-display	-display	NOUN
bitcs-2426	144	98	generated	generate	VERB
bitcs-2426	144	99	gene	gene	NOUN
bitcs-2426	144	100	profiles	profile	NOUN
bitcs-2426	144	101	17	17	NUM
bitcs-2426	144	102	n	n	CCONJ
bitcs-2426	144	103	/	/	SYM
bitcs-2426	144	104	a	a	DET
bitcs-2426	144	105	-halt	-halt	ADJ
bitcs-2426	144	106	gene	gene	NOUN
bitcs-2426	144	107	derivation	derivation	NOUN
bitcs-2426	144	108	process	process	NOUN
bitcs-2426	144	109	the	the	DET
bitcs-2426	144	110	minimum	minimum	ADJ
bitcs-2426	144	111	absolute	absolute	ADJ
bitcs-2426	144	112	expression	expression	NOUN
bitcs-2426	144	113	change	change	NOUN
bitcs-2426	144	114	was	be	AUX
bitcs-2426	144	115	any	any	DET
bitcs-2426	144	116	value	value	NOUN
bitcs-2426	144	117	more	more	ADJ
bitcs-2426	144	118	than	than	ADP
bitcs-2426	144	119	-0.05	-0.05	ADJ
bitcs-2426	144	120	.	.	PUNCT
bitcs-2426	145	1	as	as	ADP
bitcs-2426	145	2	an	an	DET
bitcs-2426	145	3	illustration	illustration	NOUN
bitcs-2426	145	4	,	,	PUNCT
bitcs-2426	145	5	using	use	VERB
bitcs-2426	145	6	the	the	DET
bitcs-2426	145	7	maximum	maximum	ADJ
bitcs-2426	145	8	number	number	NOUN
bitcs-2426	145	9	of	of	ADP
bitcs-2426	145	10	missing	miss	VERB
bitcs-2426	145	11	values	value	NOUN
bitcs-2426	145	12	to	to	PART
bitcs-2426	145	13	be	be	AUX
bitcs-2426	145	14	2	2	NUM
bitcs-2426	145	15	,	,	PUNCT
bitcs-2426	145	16	the	the	DET
bitcs-2426	145	17	minimum	minimum	ADJ
bitcs-2426	145	18	correlation	correlation	NOUN
bitcs-2426	145	19	between	between	ADP
bitcs-2426	145	20	repeats	repeat	NOUN
bitcs-2426	145	21	to	to	PART
bitcs-2426	145	22	be	be	AUX
bitcs-2426	145	23	0	0	NUM
bitcs-2426	145	24	,	,	PUNCT
bitcs-2426	145	25	and	and	CCONJ
bitcs-2426	145	26	the	the	DET
bitcs-2426	145	27	minimum	minimum	ADJ
bitcs-2426	145	28	absolute	absolute	ADJ
bitcs-2426	145	29	expression	expression	NOUN
bitcs-2426	145	30	change	change	NOUN
bitcs-2426	145	31	to	to	PART
bitcs-2426	145	32	be	be	AUX
bitcs-2426	145	33	0.05	0.05	NUM
bitcs-2426	145	34	yielded	yield	VERB
bitcs-2426	145	35	the	the	DET
bitcs-2426	145	36	information	information	NOUN
bitcs-2426	145	37	in	in	ADP
bitcs-2426	145	38	table	table	NOUN
bitcs-2426	145	39	4.0	4.0	NUM
bitcs-2426	145	40	for	for	ADP
bitcs-2426	145	41	the	the	DET
bitcs-2426	145	42	sample	sample	NOUN
bitcs-2426	145	43	filtered	filter	VERB
bitcs-2426	145	44	genes	gene	NOUN
bitcs-2426	145	45	.	.	PUNCT
bitcs-2426	146	1	table	table	NOUN
bitcs-2426	146	2	4	4	NUM
bitcs-2426	146	3	.	.	PUNCT
bitcs-2426	146	4	sample	sample	NOUN
bitcs-2426	146	5	filtered	filter	VERB
bitcs-2426	146	6	genes	gene	NOUN
bitcs-2426	146	7	the	the	DET
bitcs-2426	146	8	genes	gene	NOUN
bitcs-2426	146	9	that	that	PRON
bitcs-2426	146	10	were	be	AUX
bitcs-2426	146	11	devoid	devoid	ADJ
bitcs-2426	146	12	of	of	ADP
bitcs-2426	146	13	these	these	DET
bitcs-2426	146	14	three	three	NUM
bitcs-2426	146	15	characteristics	characteristic	NOUN
bitcs-2426	146	16	were	be	AUX
bitcs-2426	146	17	regarded	regard	VERB
bitcs-2426	146	18	as	as	ADP
bitcs-2426	146	19	standard	standard	ADJ
bitcs-2426	146	20	genes	gene	NOUN
bitcs-2426	146	21	and	and	CCONJ
bitcs-2426	146	22	were	be	AUX
bitcs-2426	146	23	the	the	DET
bitcs-2426	146	24	ones	one	NOUN
bitcs-2426	146	25	that	that	PRON
bitcs-2426	146	26	took	take	VERB
bitcs-2426	146	27	part	part	NOUN
bitcs-2426	146	28	in	in	ADP
bitcs-2426	146	29	further	further	ADJ
bitcs-2426	146	30	analysis	analysis	NOUN
bitcs-2426	146	31	.	.	PUNCT
bitcs-2426	147	1	table	table	NOUN
bitcs-2426	147	2	5	5	NUM
bitcs-2426	147	3	gives	give	VERB
bitcs-2426	147	4	information	information	NOUN
bitcs-2426	147	5	on	on	ADP
bitcs-2426	147	6	the	the	DET
bitcs-2426	147	7	sample	sample	NOUN
bitcs-2426	147	8	genes	gene	NOUN
bitcs-2426	147	9	that	that	PRON
bitcs-2426	147	10	passed	pass	VERB
bitcs-2426	147	11	the	the	DET
bitcs-2426	147	12	classification	classification	NOUN
bitcs-2426	147	13	criteria	criterion	NOUN
bitcs-2426	147	14	.	.	PUNCT
bitcs-2426	148	1	table	table	NOUN
bitcs-2426	148	2	5	5	NUM
bitcs-2426	148	3	.	.	PUNCT
bitcs-2426	149	1	sample	sample	NOUN
bitcs-2426	149	2	genes	gene	NOUN
bitcs-2426	149	3	passing	pass	VERB
bitcs-2426	149	4	classification	classification	NOUN
bitcs-2426	149	5	criteria	criterion	NOUN
bitcs-2426	149	6	afterwards	afterwards	ADV
bitcs-2426	149	7	,	,	PUNCT
bitcs-2426	149	8	eight	eight	NUM
bitcs-2426	149	9	parameters	parameter	NOUN
bitcs-2426	149	10	were	be	AUX
bitcs-2426	149	11	utilized	utilize	VERB
bitcs-2426	149	12	for	for	ADP
bitcs-2426	149	13	the	the	DET
bitcs-2426	149	14	computational	computational	ADJ
bitcs-2426	149	15	derivation	derivation	NOUN
bitcs-2426	149	16	of	of	ADP
bitcs-2426	149	17	gene	gene	NOUN
bitcs-2426	149	18	profiles	profile	NOUN
bitcs-2426	149	19	from	from	ADP
bitcs-2426	149	20	this	this	DET
bitcs-2426	149	21	set	set	NOUN
bitcs-2426	149	22	of	of	ADP
bitcs-2426	149	23	data	datum	NOUN
bitcs-2426	149	24	:	:	PUNCT
bitcs-2426	149	25	maximum	maximum	ADJ
bitcs-2426	149	26	correlation	correlation	NOUN
bitcs-2426	149	27	,	,	PUNCT
bitcs-2426	149	28	maximum	maximum	ADJ
bitcs-2426	149	29	number	number	NOUN
bitcs-2426	149	30	of	of	ADP
bitcs-2426	149	31	candidate	candidate	NOUN
bitcs-2426	149	32	model	model	NOUN
bitcs-2426	149	33	profiles	profile	NOUN
bitcs-2426	149	34	,	,	PUNCT
bitcs-2426	149	35	maximum	maximum	ADJ
bitcs-2426	149	36	number	number	NOUN
bitcs-2426	149	37	of	of	ADP
bitcs-2426	149	38	model	model	NOUN
bitcs-2426	149	39	profiles	profile	NOUN
bitcs-2426	149	40	and	and	CCONJ
bitcs-2426	149	41	maximum	maximum	ADJ
bitcs-2426	149	42	unit	unit	NOUN
bitcs-2426	149	43	change	change	NOUN
bitcs-2426	149	44	in	in	ADP
bitcs-2426	149	45	model	model	NOUN
bitcs-2426	149	46	profiles	profile	NOUN
bitcs-2426	149	47	between	between	ADP
bitcs-2426	149	48	time	time	NOUN
bitcs-2426	149	49	points	point	NOUN
bitcs-2426	149	50	,	,	PUNCT
bitcs-2426	149	51	number	number	NOUN
bitcs-2426	149	52	of	of	ADP
bitcs-2426	149	53	permutations	permutation	NOUN
bitcs-2426	149	54	per	per	ADP
bitcs-2426	149	55	gene	gene	NOUN
bitcs-2426	149	56	,	,	PUNCT
bitcs-2426	149	57	significance	significance	NOUN
bitcs-2426	149	58	level	level	NOUN
bitcs-2426	149	59	,	,	PUNCT
bitcs-2426	149	60	and	and	CCONJ
bitcs-2426	149	61	correction	correction	NOUN
bitcs-2426	149	62	method	method	NOUN
bitcs-2426	149	63	as	as	SCONJ
bitcs-2426	149	64	shown	show	VERB
bitcs-2426	149	65	in	in	ADP
bitcs-2426	149	66	table	table	NOUN
bitcs-2426	149	67	6	6	NUM
bitcs-2426	149	68	below	below	ADV
bitcs-2426	149	69	.	.	PUNCT
bitcs-2426	150	1	table	table	NOUN
bitcs-2426	150	2	6	6	NUM
bitcs-2426	150	3	.	.	PUNCT
bitcs-2426	151	1	gene	gene	NOUN
bitcs-2426	151	2	profiles	profile	NOUN
bitcs-2426	151	3	evaluation	evaluation	NOUN
bitcs-2426	151	4	metrics	metric	NOUN
bitcs-2426	151	5	gene	gene	NOUN
bitcs-2426	151	6	profiling	profiling	NOUN
bitcs-2426	151	7	option	option	NOUN
bitcs-2426	151	8	value	value	NOUN
bitcs-2426	151	9	maximum	maximum	ADJ
bitcs-2426	151	10	correlation	correlation	NOUN
bitcs-2426	151	11	1	1	NUM
bitcs-2426	151	12	maximum	maximum	ADJ
bitcs-2426	151	13	number	number	NOUN
bitcs-2426	151	14	of	of	ADP
bitcs-2426	151	15	candidate	candidate	NOUN
bitcs-2426	151	16	model	model	NOUN
bitcs-2426	151	17	profiles	profile	VERB
bitcs-2426	151	18	1,000,000	1,000,000	NUM
bitcs-2426	151	19	number	number	NOUN
bitcs-2426	151	20	of	of	ADP
bitcs-2426	151	21	permutations	permutation	NOUN
bitcs-2426	151	22	per	per	ADP
bitcs-2426	151	23	gene(0	gene(0	PROPN
bitcs-2426	151	24	for	for	ADP
bitcs-2426	151	25	all	all	DET
bitcs-2426	151	26	permutations	permutation	NOUN
bitcs-2426	151	27	)	)	PUNCT
bitcs-2426	151	28	0	0	PUNCT
bitcs-2426	152	1	p	p	ADJ
bitcs-2426	152	2	-	-	PUNCT
bitcs-2426	152	3	value	value	NOUN
bitcs-2426	152	4	significance	significance	NOUN
bitcs-2426	152	5	level	level	NOUN
bitcs-2426	152	6	0.05	0.05	NUM
bitcs-2426	152	7	maximum	maximum	ADJ
bitcs-2426	152	8	number	number	NOUN
bitcs-2426	152	9	of	of	ADP
bitcs-2426	152	10	model	model	NOUN
bitcs-2426	152	11	profiles	profile	NOUN
bitcs-2426	152	12	50	50	NUM
bitcs-2426	152	13	maximum	maximum	ADJ
bitcs-2426	152	14	unit	unit	NOUN
bitcs-2426	152	15	change	change	NOUN
bitcs-2426	152	16	in	in	ADP
bitcs-2426	152	17	model	model	NOUN
bitcs-2426	152	18	profiles	profile	NOUN
bitcs-2426	152	19	between	between	ADP
bitcs-2426	152	20	time	time	NOUN
bitcs-2426	152	21	points	point	NOUN
bitcs-2426	152	22	2	2	NUM
bitcs-2426	152	23	correction	correction	NOUN
bitcs-2426	152	24	method	method	VERB
bitcs-2426	152	25	none	none	NOUN
bitcs-2426	152	26	minimum	minimum	ADJ
bitcs-2426	152	27	correlation	correlation	NOUN
bitcs-2426	152	28	0.7	0.7	NUM
bitcs-2426	152	29	based	base	VERB
bitcs-2426	152	30	on	on	ADP
bitcs-2426	152	31	the	the	DET
bitcs-2426	152	32	evaluation	evaluation	NOUN
bitcs-2426	152	33	metrics	metric	NOUN
bitcs-2426	152	34	of	of	ADP
bitcs-2426	152	35	table	table	NOUN
bitcs-2426	152	36	6.0	6.0	NUM
bitcs-2426	152	37	,	,	PUNCT
bitcs-2426	152	38	the	the	DET
bitcs-2426	152	39	algorithm	algorithm	NOUN
bitcs-2426	152	40	was	be	AUX
bitcs-2426	152	41	run	run	VERB
bitcs-2426	152	42	to	to	PART
bitcs-2426	152	43	yield	yield	VERB
bitcs-2426	152	44	the	the	DET
bitcs-2426	152	45	proposed	propose	VERB
bitcs-2426	152	46	gene	gene	NOUN
bitcs-2426	152	47	profiles	profile	NOUN
bitcs-2426	152	48	.	.	PUNCT
bitcs-2426	153	1	3.1	3.1	NUM
bitcs-2426	153	2	time	time	NOUN
bitcs-2426	153	3	series	series	NOUN
bitcs-2426	153	4	-	-	PUNCT
bitcs-2426	153	5	based	base	VERB
bitcs-2426	153	6	gene	gene	NOUN
bitcs-2426	153	7	profiling	profiling	NOUN
bitcs-2426	153	8	.	.	PUNCT
bitcs-2426	154	1	in	in	ADP
bitcs-2426	154	2	this	this	DET
bitcs-2426	154	3	profiling	profiling	NOUN
bitcs-2426	154	4	,	,	PUNCT
bitcs-2426	154	5	the	the	DET
bitcs-2426	154	6	maximum	maximum	ADJ
bitcs-2426	154	7	correlation	correlation	NOUN
bitcs-2426	154	8	specified	specify	VERB
bitcs-2426	154	9	the	the	DET
bitcs-2426	154	10	value	value	NOUN
bitcs-2426	154	11	that	that	PRON
bitcs-2426	154	12	the	the	DET
bitcs-2426	154	13	maximum	maximum	ADJ
bitcs-2426	154	14	correlation	correlation	NOUN
bitcs-2426	154	15	between	between	ADP
bitcs-2426	154	16	any	any	DET
bitcs-2426	154	17	two	two	NUM
bitcs-2426	154	18	model	model	NOUN
bitcs-2426	154	19	profiles	profile	NOUN
bitcs-2426	154	20	had	have	VERB
bitcs-2426	154	21	to	to	PART
bitcs-2426	154	22	be	be	AUX
bitcs-2426	154	23	below	below	ADV
bitcs-2426	154	24	,	,	PUNCT
bitcs-2426	154	25	and	and	CCONJ
bitcs-2426	154	26	was	be	AUX
bitcs-2426	154	27	therefore	therefore	ADV
bitcs-2426	154	28	employed	employ	VERB
bitcs-2426	154	29	to	to	PART
bitcs-2426	154	30	guarantee	guarantee	VERB
bitcs-2426	154	31	that	that	SCONJ
bitcs-2426	154	32	two	two	NUM
bitcs-2426	154	33	very	very	ADV
bitcs-2426	154	34	similar	similar	ADJ
bitcs-2426	154	35	profiles	profile	NOUN
bitcs-2426	154	36	were	be	AUX
bitcs-2426	154	37	not	not	PART
bitcs-2426	154	38	selected	select	VERB
bitcs-2426	154	39	.	.	PUNCT
bitcs-2426	155	1	the	the	DET
bitcs-2426	155	2	maximum	maximum	ADJ
bitcs-2426	155	3	value	value	NOUN
bitcs-2426	155	4	for	for	ADP
bitcs-2426	155	5	this	this	DET
bitcs-2426	155	6	parameter	parameter	NOUN
bitcs-2426	155	7	was	be	AUX
bitcs-2426	155	8	set	set	VERB
bitcs-2426	155	9	to	to	ADP
bitcs-2426	155	10	1	1	NUM
bitcs-2426	155	11	in	in	ADP
bitcs-2426	155	12	order	order	NOUN
bitcs-2426	155	13	to	to	PART
bitcs-2426	155	14	prevent	prevent	VERB
bitcs-2426	155	15	two	two	NUM
bitcs-2426	155	16	perfectly	perfectly	ADV
bitcs-2426	155	17	correlated	correlate	VERB
bitcs-2426	155	18	model	model	NOUN
bitcs-2426	155	19	profiles	profile	NOUN
bitcs-2426	155	20	from	from	ADP
bitcs-2426	155	21	being	be	AUX
bitcs-2426	155	22	selected	select	VERB
bitcs-2426	155	23	.	.	PUNCT
bitcs-2426	156	1	it	it	PRON
bitcs-2426	156	2	was	be	AUX
bitcs-2426	156	3	observed	observe	VERB
bitcs-2426	156	4	that	that	SCONJ
bitcs-2426	156	5	lowering	lower	VERB
bitcs-2426	156	6	this	this	DET
bitcs-2426	156	7	parameter	parameter	NOUN
bitcs-2426	156	8	led	lead	VERB
bitcs-2426	156	9	to	to	ADP
bitcs-2426	156	10	the	the	DET
bitcs-2426	156	11	number	number	NOUN
bitcs-2426	156	12	of	of	ADP
bitcs-2426	156	13	model	model	NOUN
bitcs-2426	156	14	profiles	profile	NOUN
bitcs-2426	156	15	selected	select	VERB
bitcs-2426	156	16	being	be	AUX
bitcs-2426	156	17	less	less	ADJ
bitcs-2426	156	18	than	than	ADP
bitcs-2426	156	19	the	the	DET
bitcs-2426	156	20	maximum	maximum	ADJ
bitcs-2426	156	21	number	number	NOUN
bitcs-2426	156	22	of	of	ADP
bitcs-2426	156	23	model	model	NOUN
bitcs-2426	156	24	profiles	profile	NOUN
bitcs-2426	156	25	even	even	ADV
bitcs-2426	156	26	in	in	ADP
bitcs-2426	156	27	situations	situation	NOUN
bitcs-2426	156	28	where	where	SCONJ
bitcs-2426	156	29	more	more	ADJ
bitcs-2426	156	30	candidate	candidate	NOUN
bitcs-2426	156	31	model	model	NOUN
bitcs-2426	156	32	profiles	profile	NOUN
bitcs-2426	156	33	were	be	AUX
bitcs-2426	156	34	available	available	ADJ
bitcs-2426	156	35	.	.	PUNCT
bitcs-2426	157	1	on	on	ADP
bitcs-2426	157	2	the	the	DET
bitcs-2426	157	3	other	other	ADJ
bitcs-2426	157	4	hand	hand	NOUN
bitcs-2426	157	5	,	,	PUNCT
bitcs-2426	157	6	the	the	DET
bitcs-2426	157	7	maximum	maximum	ADJ
bitcs-2426	157	8	number	number	NOUN
bitcs-2426	157	9	of	of	ADP
bitcs-2426	157	10	candidate	candidate	NOUN
bitcs-2426	157	11	model	model	NOUN
bitcs-2426	157	12	profiles	profile	NOUN
bitcs-2426	157	13	represented	represent	VERB
bitcs-2426	157	14	non	non	ADJ
bitcs-2426	157	15	-	-	ADJ
bitcs-2426	157	16	constant	constant	ADJ
bitcs-2426	157	17	profiles	profile	NOUN
bitcs-2426	157	18	which	which	PRON
bitcs-2426	157	19	commenced	commence	VERB
bitcs-2426	157	20	at	at	ADP
bitcs-2426	157	21	0	0	NUM
bitcs-2426	157	22	and	and	CCONJ
bitcs-2426	157	23	increased	increase	VERB
bitcs-2426	157	24	or	or	CCONJ
bitcs-2426	157	25	decreased	decrease	VERB
bitcs-2426	157	26	an	an	DET
bitcs-2426	157	27	integral	integral	ADJ
bitcs-2426	157	28	number	number	NOUN
bitcs-2426	157	29	of	of	ADP
bitcs-2426	157	30	units	unit	NOUN
bitcs-2426	157	31	that	that	PRON
bitcs-2426	157	32	was	be	AUX
bitcs-2426	157	33	less	less	ADJ
bitcs-2426	157	34	than	than	ADP
bitcs-2426	157	35	or	or	CCONJ
bitcs-2426	157	36	equal	equal	ADJ
bitcs-2426	157	37	to	to	ADP
bitcs-2426	157	38	the	the	DET
bitcs-2426	157	39	value	value	NOUN
bitcs-2426	157	40	of	of	ADP
bitcs-2426	157	41	the	the	DET
bitcs-2426	157	42	maximum	maximum	ADJ
bitcs-2426	157	43	unit	unit	NOUN
bitcs-2426	157	44	change	change	NOUN
bitcs-2426	157	45	in	in	ADP
bitcs-2426	157	46	model	model	NOUN
bitcs-2426	157	47	profiles	profile	NOUN
bitcs-2426	157	48	between	between	ADP
bitcs-2426	157	49	time	time	NOUN
bitcs-2426	157	50	points	point	NOUN
bitcs-2426	157	51	.	.	PUNCT
bitcs-2426	158	1	the	the	DET
bitcs-2426	158	2	number	number	NOUN
bitcs-2426	158	3	of	of	ADP
bitcs-2426	158	4	permutations	permutation	NOUN
bitcs-2426	158	5	per	per	ADP
bitcs-2426	158	6	gene	gene	NOUN
bitcs-2426	158	7	parameter	parameter	NOUN
bitcs-2426	158	8	specified	specify	VERB
bitcs-2426	158	9	the	the	DET
bitcs-2426	158	10	number	number	NOUN
bitcs-2426	158	11	of	of	ADP
bitcs-2426	158	12	permutations	permutation	NOUN
bitcs-2426	158	13	of	of	ADP
bitcs-2426	158	14	time	time	NOUN
bitcs-2426	158	15	points	point	NOUN
bitcs-2426	158	16	that	that	PRON
bitcs-2426	158	17	were	be	AUX
bitcs-2426	158	18	randomly	randomly	ADV
bitcs-2426	158	19	selected	select	VERB
bitcs-2426	158	20	for	for	ADP
bitcs-2426	158	21	each	each	DET
bitcs-2426	158	22	gene	gene	NOUN
bitcs-2426	158	23	when	when	SCONJ
bitcs-2426	158	24	computing	compute	VERB
bitcs-2426	158	25	the	the	DET
bitcs-2426	158	26	expected	expect	VERB
bitcs-2426	158	27	number	number	NOUN
bitcs-2426	158	28	of	of	ADP
bitcs-2426	158	29	genes	gene	NOUN
bitcs-2426	158	30	assigned	assign	VERB
bitcs-2426	158	31	to	to	ADP
bitcs-2426	158	32	each	each	PRON
bitcs-2426	158	33	of	of	ADP
bitcs-2426	158	34	the	the	DET
bitcs-2426	158	35	model	model	NOUN
bitcs-2426	158	36	profiles	profile	NOUN
bitcs-2426	158	37	.	.	PUNCT
bitcs-2426	159	1	69	69	NUM
bitcs-2426	159	2	|	|	CCONJ
bitcs-2426	159	3	vol	vol	NOUN
bitcs-2426	159	4	.	.	PROPN
bitcs-2426	159	5	3	3	NUM
bitcs-2426	159	6	no	no	NOUN
bitcs-2426	159	7	.	.	NOUN
bitcs-2426	159	8	2	2	NUM
bitcs-2426	159	9	,	,	PUNCT
bitcs-2426	159	10	july	july	PROPN
bitcs-2426	159	11	202	202	NUM
bitcs-2426	159	12	2	2	NUM
bitcs-2426	159	13	when	when	SCONJ
bitcs-2426	159	14	this	this	DET
bitcs-2426	159	15	parameter	parameter	NOUN
bitcs-2426	159	16	was	be	AUX
bitcs-2426	159	17	set	set	VERB
bitcs-2426	159	18	to	to	ADP
bitcs-2426	159	19	0	0	NUM
bitcs-2426	159	20	,	,	PUNCT
bitcs-2426	159	21	all	all	DET
bitcs-2426	159	22	permutations	permutation	NOUN
bitcs-2426	159	23	were	be	AUX
bitcs-2426	159	24	used	use	VERB
bitcs-2426	159	25	.	.	PUNCT
bitcs-2426	160	1	it	it	PRON
bitcs-2426	160	2	was	be	AUX
bitcs-2426	160	3	also	also	ADV
bitcs-2426	160	4	important	important	ADJ
bitcs-2426	160	5	to	to	PART
bitcs-2426	160	6	set	set	VERB
bitcs-2426	160	7	permutation	permutation	NOUN
bitcs-2426	160	8	test	test	NOUN
bitcs-2426	160	9	to	to	PART
bitcs-2426	160	10	permute	permute	VERB
bitcs-2426	160	11	time	time	NOUN
bitcs-2426	160	12	point	point	NOUN
bitcs-2426	160	13	0	0	NUM
bitcs-2426	160	14	or	or	CCONJ
bitcs-2426	160	15	not	not	PART
bitcs-2426	160	16	.	.	PUNCT
bitcs-2426	161	1	when	when	SCONJ
bitcs-2426	161	2	computing	compute	VERB
bitcs-2426	161	3	the	the	DET
bitcs-2426	161	4	expected	expect	VERB
bitcs-2426	161	5	number	number	NOUN
bitcs-2426	161	6	of	of	ADP
bitcs-2426	161	7	genes	gene	NOUN
bitcs-2426	161	8	assigned	assign	VERB
bitcs-2426	161	9	to	to	ADP
bitcs-2426	161	10	a	a	DET
bitcs-2426	161	11	profile	profile	NOUN
bitcs-2426	161	12	,	,	PUNCT
bitcs-2426	161	13	if	if	SCONJ
bitcs-2426	161	14	the	the	DET
bitcs-2426	161	15	permutation	permutation	NOUN
bitcs-2426	161	16	test	test	NOUN
bitcs-2426	161	17	for	for	ADP
bitcs-2426	161	18	time	time	NOUN
bitcs-2426	161	19	point	point	NOUN
bitcs-2426	161	20	0	0	NUM
bitcs-2426	161	21	was	be	AUX
bitcs-2426	161	22	set	set	VERB
bitcs-2426	161	23	,	,	PUNCT
bitcs-2426	161	24	the	the	DET
bitcs-2426	161	25	permutation	permutation	NOUN
bitcs-2426	161	26	test	test	NOUN
bitcs-2426	161	27	permuted	permute	VERB
bitcs-2426	161	28	all	all	DET
bitcs-2426	161	29	time	time	NOUN
bitcs-2426	161	30	points	point	NOUN
bitcs-2426	161	31	including	include	VERB
bitcs-2426	161	32	time	time	NOUN
bitcs-2426	161	33	point	point	NOUN
bitcs-2426	161	34	0	0	NUM
bitcs-2426	161	35	.	.	PUNCT
bitcs-2426	162	1	it	it	PRON
bitcs-2426	162	2	was	be	AUX
bitcs-2426	162	3	observed	observe	VERB
bitcs-2426	162	4	that	that	SCONJ
bitcs-2426	162	5	doing	do	VERB
bitcs-2426	162	6	this	this	PRON
bitcs-2426	162	7	led	lead	VERB
bitcs-2426	162	8	to	to	ADP
bitcs-2426	162	9	profiles	profile	NOUN
bitcs-2426	162	10	with	with	ADP
bitcs-2426	162	11	significantly	significantly	ADV
bitcs-2426	162	12	more	more	ADJ
bitcs-2426	162	13	genes	gene	NOUN
bitcs-2426	162	14	being	be	AUX
bitcs-2426	162	15	assigned	assign	VERB
bitcs-2426	162	16	than	than	SCONJ
bitcs-2426	162	17	expected	expect	VERB
bitcs-2426	162	18	if	if	SCONJ
bitcs-2426	162	19	all	all	DET
bitcs-2426	162	20	the	the	DET
bitcs-2426	162	21	input	input	NOUN
bitcs-2426	162	22	columns	column	NOUN
bitcs-2426	162	23	had	have	AUX
bitcs-2426	162	24	been	be	AUX
bitcs-2426	162	25	randomly	randomly	ADV
bitcs-2426	162	26	reordered	reorder	VERB
bitcs-2426	162	27	.	.	PUNCT
bitcs-2426	163	1	on	on	ADP
bitcs-2426	163	2	the	the	DET
bitcs-2426	163	3	contrary	contrary	NOUN
bitcs-2426	163	4	,	,	PUNCT
bitcs-2426	163	5	if	if	SCONJ
bitcs-2426	163	6	the	the	DET
bitcs-2426	163	7	permutation	permutation	NOUN
bitcs-2426	163	8	test	test	NOUN
bitcs-2426	163	9	was	be	AUX
bitcs-2426	163	10	not	not	PART
bitcs-2426	163	11	set	set	VERB
bitcs-2426	163	12	for	for	ADP
bitcs-2426	163	13	0	0	NUM
bitcs-2426	163	14	,	,	PUNCT
bitcs-2426	163	15	the	the	DET
bitcs-2426	163	16	permutation	permutation	NOUN
bitcs-2426	163	17	test	test	NOUN
bitcs-2426	163	18	permuted	permute	VERB
bitcs-2426	163	19	all	all	DET
bitcs-2426	163	20	time	time	NOUN
bitcs-2426	163	21	points	point	NOUN
bitcs-2426	163	22	except	except	SCONJ
bitcs-2426	163	23	for	for	ADP
bitcs-2426	163	24	time	time	NOUN
bitcs-2426	163	25	point	point	NOUN
bitcs-2426	163	26	0	0	NUM
bitcs-2426	163	27	.	.	PUNCT
bitcs-2426	164	1	in	in	ADP
bitcs-2426	164	2	this	this	DET
bitcs-2426	164	3	scenario	scenario	NOUN
bitcs-2426	164	4	,	,	PUNCT
bitcs-2426	164	5	profiles	profile	NOUN
bitcs-2426	164	6	with	with	ADP
bitcs-2426	164	7	more	more	ADJ
bitcs-2426	164	8	genes	gene	NOUN
bitcs-2426	164	9	were	be	AUX
bitcs-2426	164	10	assigned	assign	VERB
bitcs-2426	164	11	than	than	SCONJ
bitcs-2426	164	12	expected	expect	VERB
bitcs-2426	164	13	if	if	SCONJ
bitcs-2426	164	14	all	all	DET
bitcs-2426	164	15	the	the	DET
bitcs-2426	164	16	columns	column	NOUN
bitcs-2426	164	17	except	except	SCONJ
bitcs-2426	164	18	for	for	ADP
bitcs-2426	164	19	the	the	DET
bitcs-2426	164	20	first	first	ADJ
bitcs-2426	164	21	column	column	NOUN
bitcs-2426	164	22	had	have	AUX
bitcs-2426	164	23	been	be	AUX
bitcs-2426	164	24	randomly	randomly	ADV
bitcs-2426	164	25	reordered	reorder	VERB
bitcs-2426	164	26	.	.	PUNCT
bitcs-2426	165	1	permuting	permuting	NOUN
bitcs-2426	165	2	time	time	NOUN
bitcs-2426	165	3	point	point	NOUN
bitcs-2426	165	4	0	0	NUM
bitcs-2426	165	5	was	be	AUX
bitcs-2426	165	6	preferred	prefer	VERB
bitcs-2426	165	7	since	since	SCONJ
bitcs-2426	165	8	only	only	ADV
bitcs-2426	165	9	this	this	DET
bitcs-2426	165	10	test	test	NOUN
bitcs-2426	165	11	took	take	VERB
bitcs-2426	165	12	into	into	ADP
bitcs-2426	165	13	account	account	NOUN
bitcs-2426	165	14	significant	significant	ADJ
bitcs-2426	165	15	changes	change	NOUN
bitcs-2426	165	16	that	that	PRON
bitcs-2426	165	17	occurred	occur	VERB
bitcs-2426	165	18	between	between	ADP
bitcs-2426	165	19	time	time	NOUN
bitcs-2426	165	20	point	point	NOUN
bitcs-2426	165	21	0	0	NUM
bitcs-2426	165	22	and	and	CCONJ
bitcs-2426	165	23	the	the	DET
bitcs-2426	165	24	immediate	immediate	ADJ
bitcs-2426	165	25	next	next	ADJ
bitcs-2426	165	26	time	time	NOUN
bitcs-2426	165	27	point	point	NOUN
bitcs-2426	165	28	.	.	PUNCT
bitcs-2426	166	1	however	however	ADV
bitcs-2426	166	2	in	in	ADP
bitcs-2426	166	3	some	some	DET
bitcs-2426	166	4	cases	case	NOUN
bitcs-2426	166	5	based	base	VERB
bitcs-2426	166	6	on	on	ADP
bitcs-2426	166	7	experimental	experimental	ADJ
bitcs-2426	166	8	design	design	NOUN
bitcs-2426	166	9	a	a	DET
bitcs-2426	166	10	gene	gene	NOUN
bitcs-2426	166	11	's	's	PART
bitcs-2426	166	12	expression	expression	NOUN
bitcs-2426	166	13	value	value	NOUN
bitcs-2426	166	14	before	before	ADP
bitcs-2426	166	15	transformation	transformation	NOUN
bitcs-2426	166	16	at	at	ADP
bitcs-2426	166	17	time	time	NOUN
bitcs-2426	166	18	point	point	NOUN
bitcs-2426	166	19	0	0	NUM
bitcs-2426	166	20	was	be	AUX
bitcs-2426	166	21	expected	expect	VERB
bitcs-2426	166	22	to	to	PART
bitcs-2426	166	23	be	be	AUX
bitcs-2426	166	24	known	know	VERB
bitcs-2426	166	25	more	more	ADV
bitcs-2426	166	26	accurately	accurately	ADV
bitcs-2426	166	27	than	than	ADP
bitcs-2426	166	28	the	the	DET
bitcs-2426	166	29	other	other	ADJ
bitcs-2426	166	30	time	time	NOUN
bitcs-2426	166	31	points	point	NOUN
bitcs-2426	166	32	,	,	PUNCT
bitcs-2426	166	33	and	and	CCONJ
bitcs-2426	166	34	because	because	SCONJ
bitcs-2426	166	35	of	of	ADP
bitcs-2426	166	36	this	this	DET
bitcs-2426	166	37	asymmetry	asymmetry	NOUN
bitcs-2426	166	38	,	,	PUNCT
bitcs-2426	166	39	not	not	PART
bitcs-2426	166	40	permuting	permute	VERB
bitcs-2426	166	41	time	time	NOUN
bitcs-2426	166	42	point	point	NOUN
bitcs-2426	166	43	0	0	NUM
bitcs-2426	166	44	was	be	AUX
bitcs-2426	166	45	also	also	ADV
bitcs-2426	166	46	be	be	AUX
bitcs-2426	166	47	useful	useful	ADJ
bitcs-2426	166	48	.	.	PUNCT
bitcs-2426	167	1	it	it	PRON
bitcs-2426	167	2	was	be	AUX
bitcs-2426	167	3	observed	observe	VERB
bitcs-2426	167	4	that	that	SCONJ
bitcs-2426	167	5	increasing	increase	VERB
bitcs-2426	167	6	the	the	DET
bitcs-2426	167	7	maximum	maximum	ADJ
bitcs-2426	167	8	number	number	NOUN
bitcs-2426	167	9	of	of	ADP
bitcs-2426	167	10	model	model	NOUN
bitcs-2426	167	11	profiles	profile	NOUN
bitcs-2426	167	12	increased	increase	VERB
bitcs-2426	167	13	the	the	DET
bitcs-2426	167	14	number	number	NOUN
bitcs-2426	167	15	of	of	ADP
bitcs-2426	167	16	candidate	candidate	NOUN
bitcs-2426	167	17	models	model	NOUN
bitcs-2426	167	18	as	as	SCONJ
bitcs-2426	167	19	shown	show	VERB
bitcs-2426	167	20	in	in	ADP
bitcs-2426	167	21	table	table	NOUN
bitcs-2426	167	22	7	7	NUM
bitcs-2426	167	23	.	.	PUNCT
bitcs-2426	167	24	table	table	NOUN
bitcs-2426	167	25	7	7	NUM
bitcs-2426	167	26	.	.	PUNCT
bitcs-2426	168	1	maximum	maximum	ADJ
bitcs-2426	168	2	number	number	NOUN
bitcs-2426	168	3	of	of	ADP
bitcs-2426	168	4	gene	gene	NOUN
bitcs-2426	168	5	model	model	NOUN
bitcs-2426	168	6	profiles	profile	NOUN
bitcs-2426	168	7	viz	viz	VERB
bitcs-2426	168	8	.	.	PUNCT
bitcs-2426	169	1	significant	significant	ADJ
bitcs-2426	169	2	gene	gene	NOUN
bitcs-2426	169	3	models	model	NOUN
bitcs-2426	169	4	maximum	maximum	ADJ
bitcs-2426	169	5	number	number	NOUN
bitcs-2426	169	6	of	of	ADP
bitcs-2426	169	7	model	model	NOUN
bitcs-2426	169	8	profiles	profile	NOUN
bitcs-2426	169	9	resulting	result	VERB
bitcs-2426	169	10	sig	sig	NOUN
bitcs-2426	169	11	.	.	PUNCT
bitcs-2426	170	1	number	number	NOUN
bitcs-2426	170	2	of	of	ADP
bitcs-2426	170	3	gene	gene	NOUN
bitcs-2426	170	4	models	model	NOUN
bitcs-2426	170	5	50	50	NUM
bitcs-2426	170	6	14	14	NUM
bitcs-2426	170	7	60	60	NUM
bitcs-2426	170	8	16	16	NUM
bitcs-2426	170	9	70	70	NUM
bitcs-2426	170	10	18	18	NUM
bitcs-2426	170	11	80	80	NUM
bitcs-2426	170	12	20	20	NUM
bitcs-2426	170	13	100	100	NUM
bitcs-2426	170	14	21	21	NUM
bitcs-2426	170	15	120	120	NUM
bitcs-2426	170	16	23	23	NUM
bitcs-2426	170	17	140	140	NUM
bitcs-2426	170	18	24	24	NUM
bitcs-2426	170	19	based	base	VERB
bitcs-2426	170	20	on	on	ADP
bitcs-2426	170	21	the	the	DET
bitcs-2426	170	22	values	value	NOUN
bitcs-2426	170	23	in	in	ADP
bitcs-2426	170	24	table	table	NOUN
bitcs-2426	170	25	7	7	NUM
bitcs-2426	170	26	,	,	PUNCT
bitcs-2426	170	27	a	a	DET
bitcs-2426	170	28	graph	graph	NOUN
bitcs-2426	170	29	was	be	AUX
bitcs-2426	170	30	plotted	plot	VERB
bitcs-2426	170	31	for	for	ADP
bitcs-2426	170	32	maximum	maximum	ADJ
bitcs-2426	170	33	number	number	NOUN
bitcs-2426	170	34	of	of	ADP
bitcs-2426	170	35	model	model	NOUN
bitcs-2426	170	36	profiles	profile	NOUN
bitcs-2426	170	37	against	against	ADP
bitcs-2426	170	38	the	the	DET
bitcs-2426	170	39	resulting	result	VERB
bitcs-2426	170	40	significant	significant	ADJ
bitcs-2426	170	41	number	number	NOUN
bitcs-2426	170	42	of	of	ADP
bitcs-2426	170	43	gene	gene	NOUN
bitcs-2426	170	44	models	model	NOUN
bitcs-2426	170	45	as	as	SCONJ
bitcs-2426	170	46	shown	show	VERB
bitcs-2426	170	47	in	in	ADP
bitcs-2426	170	48	figure	figure	NOUN
bitcs-2426	170	49	7	7	NUM
bitcs-2426	170	50	.	.	PUNCT
bitcs-2426	170	51	figure	figure	VERB
bitcs-2426	170	52	7	7	NUM
bitcs-2426	170	53	.	.	PUNCT
bitcs-2426	171	1	maximum	maximum	ADJ
bitcs-2426	172	1	no	no	INTJ
bitcs-2426	172	2	.	.	PUNCT
bitcs-2426	173	1	of	of	ADP
bitcs-2426	173	2	model	model	NOUN
bitcs-2426	173	3	profiles	profile	NOUN
bitcs-2426	173	4	viz	viz	VERB
bitcs-2426	173	5	.	.	PUNCT
bitcs-2426	174	1	resulting	result	VERB
bitcs-2426	174	2	significant	significant	ADJ
bitcs-2426	174	3	.	.	PUNCT
bitcs-2426	175	1	no	no	INTJ
bitcs-2426	175	2	.	.	PUNCT
bitcs-2426	176	1	of	of	ADP
bitcs-2426	176	2	gene	gene	NOUN
bitcs-2426	176	3	models	model	NOUN
bitcs-2426	176	4	the	the	DET
bitcs-2426	176	5	graph	graph	NOUN
bitcs-2426	176	6	of	of	ADP
bitcs-2426	176	7	figure	figure	NOUN
bitcs-2426	176	8	7.0	7.0	NUM
bitcs-2426	176	9	shows	show	VERB
bitcs-2426	176	10	that	that	SCONJ
bitcs-2426	176	11	the	the	DET
bitcs-2426	176	12	resulting	result	VERB
bitcs-2426	176	13	significant	significant	ADJ
bitcs-2426	176	14	number	number	NOUN
bitcs-2426	176	15	of	of	ADP
bitcs-2426	176	16	gene	gene	NOUN
bitcs-2426	176	17	models	model	NOUN
bitcs-2426	176	18	increase	increase	VERB
bitcs-2426	176	19	nearly	nearly	ADV
bitcs-2426	176	20	exponentially	exponentially	ADV
bitcs-2426	176	21	as	as	SCONJ
bitcs-2426	176	22	the	the	DET
bitcs-2426	176	23	maximum	maximum	ADJ
bitcs-2426	176	24	number	number	NOUN
bitcs-2426	176	25	of	of	ADP
bitcs-2426	176	26	model	model	NOUN
bitcs-2426	176	27	profiles	profile	NOUN
bitcs-2426	176	28	was	be	AUX
bitcs-2426	176	29	increased	increase	VERB
bitcs-2426	176	30	.	.	PUNCT
bitcs-2426	177	1	consequently	consequently	ADV
bitcs-2426	177	2	,	,	PUNCT
bitcs-2426	177	3	to	to	PART
bitcs-2426	177	4	get	get	VERB
bitcs-2426	177	5	fine	fine	ADJ
bitcs-2426	177	6	grained	grain	VERB
bitcs-2426	177	7	gene	gene	NOUN
bitcs-2426	177	8	model	model	NOUN
bitcs-2426	177	9	profiles	profile	NOUN
bitcs-2426	177	10	,	,	PUNCT
bitcs-2426	177	11	the	the	DET
bitcs-2426	177	12	maximum	maximum	ADJ
bitcs-2426	177	13	number	number	NOUN
bitcs-2426	177	14	of	of	ADP
bitcs-2426	177	15	model	model	NOUN
bitcs-2426	177	16	profiles	profile	NOUN
bitcs-2426	177	17	had	have	VERB
bitcs-2426	177	18	to	to	PART
bitcs-2426	177	19	be	be	AUX
bitcs-2426	177	20	increased	increase	VERB
bitcs-2426	177	21	and	and	CCONJ
bitcs-2426	177	22	vice	vice	ADV
bitcs-2426	177	23	versa	versa	ADV
bitcs-2426	177	24	.	.	PUNCT
bitcs-2426	178	1	table	table	NOUN
bitcs-2426	178	2	8.0	8.0	NUM
bitcs-2426	178	3	gives	give	VERB
bitcs-2426	178	4	the	the	DET
bitcs-2426	178	5	shift	shift	NOUN
bitcs-2426	178	6	in	in	ADP
bitcs-2426	178	7	the	the	DET
bitcs-2426	178	8	resulting	result	VERB
bitcs-2426	178	9	significant	significant	ADJ
bitcs-2426	178	10	number	number	NOUN
bitcs-2426	178	11	of	of	ADP
bitcs-2426	178	12	gene	gene	NOUN
bitcs-2426	178	13	profiles	profile	NOUN
bitcs-2426	178	14	as	as	SCONJ
bitcs-2426	178	15	the	the	DET
bitcs-2426	178	16	maximum	maximum	ADJ
bitcs-2426	178	17	unit	unit	NOUN
bitcs-2426	178	18	change	change	NOUN
bitcs-2426	178	19	in	in	ADP
bitcs-2426	178	20	model	model	NOUN
bitcs-2426	178	21	profiles	profile	NOUN
bitcs-2426	178	22	between	between	ADP
bitcs-2426	178	23	time	time	NOUN
bitcs-2426	178	24	points	point	NOUN
bitcs-2426	178	25	was	be	AUX
bitcs-2426	178	26	adjusted	adjust	VERB
bitcs-2426	178	27	.	.	PUNCT
bitcs-2426	179	1	table	table	NOUN
bitcs-2426	179	2	8	8	NUM
bitcs-2426	179	3	.	.	PUNCT
bitcs-2426	180	1	maximum	maximum	ADJ
bitcs-2426	180	2	unit	unit	NOUN
bitcs-2426	180	3	change	change	NOUN
bitcs-2426	180	4	in	in	ADP
bitcs-2426	180	5	model	model	NOUN
bitcs-2426	180	6	profiles	profile	NOUN
bitcs-2426	180	7	viz	viz	VERB
bitcs-2426	180	8	.	.	PUNCT
bitcs-2426	181	1	significant	significant	ADJ
bitcs-2426	181	2	gene	gene	NOUN
bitcs-2426	181	3	models	model	NOUN
bitcs-2426	181	4	maximum	maximum	ADJ
bitcs-2426	181	5	unit	unit	NOUN
bitcs-2426	181	6	change	change	NOUN
bitcs-2426	181	7	in	in	ADP
bitcs-2426	181	8	model	model	NOUN
bitcs-2426	181	9	profiles	profile	NOUN
bitcs-2426	181	10	resulting	result	VERB
bitcs-2426	181	11	sig	sig	NOUN
bitcs-2426	181	12	.	.	PUNCT
bitcs-2426	182	1	number	number	NOUN
bitcs-2426	182	2	of	of	ADP
bitcs-2426	182	3	gene	gene	NOUN
bitcs-2426	182	4	models	model	NOUN
bitcs-2426	182	5	1	1	NUM
bitcs-2426	182	6	13	13	NUM
bitcs-2426	182	7	2	2	NUM
bitcs-2426	182	8	14	14	NUM
bitcs-2426	182	9	3	3	NUM
bitcs-2426	182	10	15	15	NUM
bitcs-2426	182	11	4	4	NUM
bitcs-2426	182	12	13	13	NUM
bitcs-2426	182	13	5	5	NUM
bitcs-2426	182	14	14	14	NUM
bitcs-2426	182	15	6	6	NUM
bitcs-2426	182	16	15	15	NUM
bitcs-2426	182	17	7	7	NUM
bitcs-2426	182	18	15	15	NUM
bitcs-2426	182	19	8	8	NUM
bitcs-2426	182	20	16	16	NUM
bitcs-2426	182	21	9	9	NUM
bitcs-2426	182	22	16	16	NUM
bitcs-2426	182	23	10	10	NUM
bitcs-2426	182	24	15	15	NUM
bitcs-2426	182	25	as	as	SCONJ
bitcs-2426	182	26	shown	show	VERB
bitcs-2426	182	27	in	in	ADP
bitcs-2426	182	28	this	this	DET
bitcs-2426	182	29	table	table	NOUN
bitcs-2426	182	30	,	,	PUNCT
bitcs-2426	182	31	generally	generally	ADV
bitcs-2426	182	32	as	as	SCONJ
bitcs-2426	182	33	the	the	DET
bitcs-2426	182	34	maximum	maximum	ADJ
bitcs-2426	182	35	unit	unit	NOUN
bitcs-2426	182	36	change	change	NOUN
bitcs-2426	182	37	in	in	ADP
bitcs-2426	182	38	model	model	NOUN
bitcs-2426	182	39	profiles	profile	NOUN
bitcs-2426	182	40	is	be	AUX
bitcs-2426	182	41	increased	increase	VERB
bitcs-2426	183	1	,	,	PUNCT
bitcs-2426	183	2	the	the	DET
bitcs-2426	183	3	resulting	result	VERB
bitcs-2426	183	4	significant	significant	ADJ
bitcs-2426	183	5	number	number	NOUN
bitcs-2426	183	6	of	of	ADP
bitcs-2426	183	7	gene	gene	NOUN
bitcs-2426	183	8	models	model	NOUN
bitcs-2426	183	9	is	be	AUX
bitcs-2426	183	10	increased	increase	VERB
bitcs-2426	183	11	.	.	PUNCT
bitcs-2426	184	1	this	this	PRON
bitcs-2426	184	2	is	be	AUX
bitcs-2426	184	3	due	due	ADJ
bitcs-2426	184	4	to	to	ADP
bitcs-2426	184	5	the	the	DET
bitcs-2426	184	6	pronounced	pronounce	VERB
bitcs-2426	184	7	euclidean	euclidean	ADJ
bitcs-2426	184	8	distances	distance	NOUN
bitcs-2426	184	9	between	between	ADP
bitcs-2426	184	10	the	the	DET
bitcs-2426	184	11	gene	gene	NOUN
bitcs-2426	184	12	models	model	NOUN
bitcs-2426	184	13	.	.	PUNCT
bitcs-2426	185	1	regarding	regard	VERB
bitcs-2426	185	2	maximum	maximum	ADJ
bitcs-2426	185	3	correlation	correlation	NOUN
bitcs-2426	185	4	,	,	PUNCT
bitcs-2426	185	5	the	the	DET
bitcs-2426	185	6	value	value	NOUN
bitcs-2426	185	7	of	of	ADP
bitcs-2426	185	8	minimum	minimum	ADJ
bitcs-2426	185	9	correlation	correlation	NOUN
bitcs-2426	185	10	was	be	AUX
bitcs-2426	185	11	set	set	VERB
bitcs-2426	185	12	to	to	ADP
bitcs-2426	185	13	zero	zero	NUM
bitcs-2426	185	14	(	(	PUNCT
bitcs-2426	185	15	0	0	NUM
bitcs-2426	185	16	)	)	PUNCT
bitcs-2426	185	17	and	and	CCONJ
bitcs-2426	185	18	the	the	DET
bitcs-2426	185	19	value	value	NOUN
bitcs-2426	185	20	of	of	ADP
bitcs-2426	185	21	maximum	maximum	ADJ
bitcs-2426	185	22	correlation	correlation	NOUN
bitcs-2426	185	23	was	be	AUX
bitcs-2426	185	24	slowly	slowly	ADV
bitcs-2426	185	25	reduced	reduce	VERB
bitcs-2426	185	26	from	from	ADP
bitcs-2426	185	27	1	1	NUM
bitcs-2426	185	28	to	to	ADP
bitcs-2426	185	29	zero	zero	NUM
bitcs-2426	185	30	.	.	PUNCT
bitcs-2426	186	1	the	the	DET
bitcs-2426	186	2	results	result	NOUN
bitcs-2426	186	3	obtained	obtain	VERB
bitcs-2426	186	4	are	be	AUX
bitcs-2426	186	5	shown	show	VERB
bitcs-2426	186	6	in	in	ADP
bitcs-2426	186	7	table	table	NOUN
bitcs-2426	186	8	9	9	NUM
bitcs-2426	186	9	are	be	AUX
bitcs-2426	186	10	observed	observe	VERB
bitcs-2426	186	11	.	.	PUNCT
bitcs-2426	187	1	table	table	NOUN
bitcs-2426	187	2	9	9	NUM
bitcs-2426	187	3	.	.	PUNCT
bitcs-2426	188	1	maximum	maximum	ADJ
bitcs-2426	188	2	correlations	correlation	NOUN
bitcs-2426	188	3	viz	viz	PROPN
bitcs-2426	188	4	.	.	PUNCT
bitcs-2426	189	1	significant	significant	ADJ
bitcs-2426	189	2	gene	gene	NOUN
bitcs-2426	189	3	models	model	NOUN
bitcs-2426	189	4	maximum	maximum	ADJ
bitcs-2426	189	5	correlation	correlation	NOUN
bitcs-2426	189	6	resulting	result	VERB
bitcs-2426	189	7	sig	sig	NOUN
bitcs-2426	189	8	.	.	PUNCT
bitcs-2426	189	9	number	number	NOUN
bitcs-2426	189	10	of	of	ADP
bitcs-2426	189	11	gene	gene	NOUN
bitcs-2426	189	12	models	model	NOUN
bitcs-2426	189	13	number	number	NOUN
bitcs-2426	189	14	of	of	ADP
bitcs-2426	189	15	genes	gene	NOUN
bitcs-2426	189	16	assigned	assign	VERB
bitcs-2426	189	17	1	1	NUM
bitcs-2426	189	18	12	12	NUM
bitcs-2426	189	19	1005	1005	NUM
bitcs-2426	189	20	0.9	0.9	NUM
bitcs-2426	189	21	12	12	NUM
bitcs-2426	189	22	1005	1005	NUM
bitcs-2426	189	23	0.8	0.8	NUM
bitcs-2426	189	24	9	9	NUM
bitcs-2426	189	25	993	993	NUM
bitcs-2426	189	26	0.7	0.7	NUM
bitcs-2426	189	27	6	6	NUM
bitcs-2426	189	28	1185	1185	NUM
bitcs-2426	189	29	0.6	0.6	NUM
bitcs-2426	189	30	4	4	NUM
bitcs-2426	189	31	1216	1216	NUM
bitcs-2426	189	32	0.5	0.5	NUM
bitcs-2426	189	33	3	3	NUM
bitcs-2426	189	34	1243	1243	NUM
bitcs-2426	189	35	0.4	0.4	NUM
bitcs-2426	189	36	3	3	NUM
bitcs-2426	189	37	1348	1348	NUM
bitcs-2426	189	38	0.3	0.3	NUM
bitcs-2426	189	39	3	3	NUM
bitcs-2426	189	40	1348	1348	NUM
bitcs-2426	189	41	0.2	0.2	NUM
bitcs-2426	189	42	3	3	NUM
bitcs-2426	189	43	1470	1470	NUM
bitcs-2426	189	44	0.1	0.1	NUM
bitcs-2426	189	45	3	3	NUM
bitcs-2426	189	46	1470	1470	NUM
bitcs-2426	189	47	0	0	NUM
bitcs-2426	189	48	1	1	NUM
bitcs-2426	189	49	1275	1275	NUM
bitcs-2426	189	50	generally	generally	ADV
bitcs-2426	189	51	,	,	PUNCT
bitcs-2426	189	52	as	as	SCONJ
bitcs-2426	189	53	the	the	DET
bitcs-2426	189	54	value	value	NOUN
bitcs-2426	189	55	of	of	ADP
bitcs-2426	189	56	maximum	maximum	ADJ
bitcs-2426	189	57	correlation	correlation	NOUN
bitcs-2426	189	58	is	be	AUX
bitcs-2426	189	59	reduced	reduce	VERB
bitcs-2426	189	60	from	from	ADP
bitcs-2426	189	61	one	one	NUM
bitcs-2426	189	62	to	to	ADP
bitcs-2426	189	63	zero	zero	NUM
bitcs-2426	189	64	,	,	PUNCT
bitcs-2426	189	65	the	the	DET
bitcs-2426	189	66	number	number	NOUN
bitcs-2426	189	67	of	of	ADP
bitcs-2426	189	68	resulting	result	VERB
bitcs-2426	189	69	significant	significant	ADJ
bitcs-2426	189	70	number	number	NOUN
bitcs-2426	189	71	of	of	ADP
bitcs-2426	189	72	gene	gene	NOUN
bitcs-2426	189	73	models	model	NOUN
bitcs-2426	189	74	reduced	reduce	VERB
bitcs-2426	189	75	to	to	ADP
bitcs-2426	189	76	unity	unity	NOUN
bitcs-2426	189	77	(	(	PUNCT
bitcs-2426	189	78	1	1	NUM
bitcs-2426	189	79	)	)	PUNCT
bitcs-2426	189	80	while	while	SCONJ
bitcs-2426	189	81	the	the	DET
bitcs-2426	189	82	number	number	NOUN
bitcs-2426	189	83	of	of	ADP
bitcs-2426	189	84	genes	gene	NOUN
bitcs-2426	189	85	assigned	assign	VERB
bitcs-2426	189	86	to	to	ADP
bitcs-2426	189	87	these	these	DET
bitcs-2426	189	88	gene	gene	NOUN
bitcs-2426	189	89	models	model	NOUN
bitcs-2426	189	90	increased	increase	VERB
bitcs-2426	189	91	from	from	ADP
bitcs-2426	189	92	1005	1005	NUM
bitcs-2426	189	93	to	to	ADP
bitcs-2426	189	94	a	a	DET
bitcs-2426	189	95	maximum	maximum	ADJ
bitcs-2426	189	96	value	value	NOUN
bitcs-2426	189	97	of	of	ADP
bitcs-2426	189	98	1275	1275	NUM
bitcs-2426	189	99	.	.	PUNCT
bitcs-2426	190	1	this	this	PRON
bitcs-2426	190	2	implies	imply	VERB
bitcs-2426	190	3	that	that	SCONJ
bitcs-2426	190	4	when	when	SCONJ
bitcs-2426	190	5	the	the	DET
bitcs-2426	190	6	correlation	correlation	NOUN
bitcs-2426	190	7	value	value	NOUN
bitcs-2426	190	8	is	be	AUX
bitcs-2426	190	9	small	small	ADJ
bitcs-2426	190	10	,	,	PUNCT
bitcs-2426	190	11	gene	gene	NOUN
bitcs-2426	190	12	models	model	NOUN
bitcs-2426	190	13	are	be	AUX
bitcs-2426	190	14	basically	basically	ADV
bitcs-2426	190	15	indistinguishable	indistinguishable	ADJ
bitcs-2426	190	16	hence	hence	ADV
bitcs-2426	190	17	at	at	ADP
bitcs-2426	190	18	correlation	correlation	NOUN
bitcs-2426	190	19	zero	zero	NUM
bitcs-2426	190	20	,	,	PUNCT
bitcs-2426	190	21	there	there	PRON
bitcs-2426	190	22	is	be	VERB
bitcs-2426	190	23	only	only	ADV
bitcs-2426	190	24	one	one	NUM
bitcs-2426	190	25	resulting	result	VERB
bitcs-2426	190	26	significant	significant	ADJ
bitcs-2426	190	27	model	model	NOUN
bitcs-2426	190	28	.	.	PUNCT
bitcs-2426	191	1	on	on	ADP
bitcs-2426	191	2	the	the	DET
bitcs-2426	191	3	other	other	ADJ
bitcs-2426	191	4	hand	hand	NOUN
bitcs-2426	191	5	,	,	PUNCT
bitcs-2426	191	6	at	at	ADP
bitcs-2426	191	7	maximum	maximum	ADJ
bitcs-2426	191	8	correlation	correlation	NOUN
bitcs-2426	191	9	,	,	PUNCT
bitcs-2426	191	10	the	the	DET
bitcs-2426	191	11	genes	gene	NOUN
bitcs-2426	191	12	can	can	AUX
bitcs-2426	191	13	be	be	AUX
bitcs-2426	191	14	clearly	clearly	ADV
bitcs-2426	191	15	distinguished	distinguish	VERB
bitcs-2426	191	16	and	and	CCONJ
bitcs-2426	191	17	hence	hence	ADV
bitcs-2426	191	18	the	the	DET
bitcs-2426	191	19	resulting	result	VERB
bitcs-2426	191	20	significant	significant	ADJ
bitcs-2426	191	21	gene	gene	NOUN
bitcs-2426	191	22	models	model	NOUN
bitcs-2426	191	23	are	be	AUX
bitcs-2426	191	24	many	many	ADJ
bitcs-2426	191	25	.	.	PUNCT
bitcs-2426	192	1	concerning	concern	VERB
bitcs-2426	192	2	the	the	DET
bitcs-2426	192	3	number	number	NOUN
bitcs-2426	192	4	of	of	ADP
bitcs-2426	192	5	genes	gene	NOUN
bitcs-2426	192	6	assigned	assign	VERB
bitcs-2426	192	7	to	to	ADP
bitcs-2426	192	8	models	model	NOUN
bitcs-2426	192	9	,	,	PUNCT
bitcs-2426	192	10	at	at	ADP
bitcs-2426	192	11	low	low	ADJ
bitcs-2426	192	12	correlation	correlation	NOUN
bitcs-2426	192	13	coefficients	coefficient	NOUN
bitcs-2426	192	14	,	,	PUNCT
bitcs-2426	192	15	genes	gene	NOUN
bitcs-2426	192	16	profiles	profile	NOUN
bitcs-2426	192	17	are	be	AUX
bitcs-2426	192	18	indistinguishable	indistinguishable	ADJ
bitcs-2426	192	19	and	and	CCONJ
bitcs-2426	192	20	hence	hence	ADV
bitcs-2426	192	21	a	a	DET
bitcs-2426	192	22	large	large	ADJ
bitcs-2426	192	23	number	number	NOUN
bitcs-2426	192	24	of	of	ADP
bitcs-2426	192	25	genes	gene	NOUN
bitcs-2426	192	26	are	be	AUX
bitcs-2426	192	27	assigned	assign	VERB
bitcs-2426	192	28	to	to	ADP
bitcs-2426	192	29	the	the	DET
bitcs-2426	192	30	few	few	ADJ
bitcs-2426	192	31	available	available	ADJ
bitcs-2426	192	32	models	model	NOUN
bitcs-2426	192	33	.	.	PUNCT
bitcs-2426	193	1	however	however	ADV
bitcs-2426	193	2	,	,	PUNCT
bitcs-2426	193	3	as	as	SCONJ
bitcs-2426	193	4	the	the	DET
bitcs-2426	193	5	correlation	correlation	NOUN
bitcs-2426	193	6	coefficients	coefficient	NOUN
bitcs-2426	193	7	are	be	AUX
bitcs-2426	193	8	increased	increase	VERB
bitcs-2426	193	9	,	,	PUNCT
bitcs-2426	193	10	the	the	DET
bitcs-2426	193	11	gene	gene	NOUN
bitcs-2426	193	12	profiles	profile	NOUN
bitcs-2426	193	13	become	become	AUX
bitcs-2426	193	14	increasing	increase	VERB
bitcs-2426	193	15	disparate	disparate	ADJ
bitcs-2426	193	16	and	and	CCONJ
bitcs-2426	193	17	70	70	NUM
bitcs-2426	193	18	|	|	CCONJ
bitcs-2426	193	19	vol	vol	NOUN
bitcs-2426	193	20	.	.	PROPN
bitcs-2426	194	1	3	3	NUM
bitcs-2426	195	1	no	no	NOUN
bitcs-2426	195	2	.	.	NOUN
bitcs-2426	195	3	2	2	NUM
bitcs-2426	195	4	,	,	PUNCT
bitcs-2426	195	5	july	july	PROPN
bitcs-2426	195	6	202	202	NUM
bitcs-2426	195	7	2	2	NUM
bitcs-2426	195	8	few	few	ADJ
bitcs-2426	195	9	genes	gene	NOUN
bitcs-2426	195	10	are	be	AUX
bitcs-2426	195	11	assigned	assign	VERB
bitcs-2426	195	12	to	to	ADP
bitcs-2426	195	13	each	each	PRON
bitcs-2426	195	14	of	of	ADP
bitcs-2426	195	15	the	the	DET
bitcs-2426	195	16	many	many	ADJ
bitcs-2426	195	17	models	model	NOUN
bitcs-2426	195	18	now	now	ADV
bitcs-2426	195	19	available	available	ADJ
bitcs-2426	195	20	as	as	SCONJ
bitcs-2426	195	21	the	the	DET
bitcs-2426	195	22	rest	rest	NOUN
bitcs-2426	195	23	are	be	AUX
bitcs-2426	195	24	discriminated	discriminate	VERB
bitcs-2426	195	25	due	due	ADP
bitcs-2426	195	26	to	to	ADP
bitcs-2426	195	27	their	their	PRON
bitcs-2426	195	28	large	large	ADJ
bitcs-2426	195	29	pvalues	pvalue	NOUN
bitcs-2426	195	30	.	.	PUNCT
bitcs-2426	196	1	3.2	3.2	NUM
bitcs-2426	196	2	prediction	prediction	NOUN
bitcs-2426	196	3	power	power	NOUN
bitcs-2426	196	4	of	of	ADP
bitcs-2426	196	5	the	the	DET
bitcs-2426	196	6	developed	develop	VERB
bitcs-2426	196	7	algorithm	algorithm	NOUN
bitcs-2426	196	8	in	in	ADP
bitcs-2426	196	9	the	the	DET
bitcs-2426	196	10	developed	develop	VERB
bitcs-2426	196	11	algorithm	algorithm	NOUN
bitcs-2426	196	12	,	,	PUNCT
bitcs-2426	196	13	sequences	sequence	NOUN
bitcs-2426	196	14	of	of	ADP
bitcs-2426	196	15	gene	gene	NOUN
bitcs-2426	196	16	expressions	expression	NOUN
bitcs-2426	196	17	were	be	AUX
bitcs-2426	196	18	listed	list	VERB
bitcs-2426	196	19	in	in	ADP
bitcs-2426	196	20	order	order	NOUN
bitcs-2426	196	21	of	of	ADP
bitcs-2426	196	22	occurrence	occurrence	NOUN
bitcs-2426	196	23	,	,	PUNCT
bitcs-2426	196	24	starting	start	VERB
bitcs-2426	196	25	at	at	ADP
bitcs-2426	196	26	time	time	NOUN
bitcs-2426	196	27	point	point	NOUN
bitcs-2426	196	28	0h	0h	PROPN
bitcs-2426	196	29	to	to	ADP
bitcs-2426	196	30	12h	12h	NUM
bitcs-2426	196	31	.	.	PUNCT
bitcs-2426	197	1	the	the	DET
bitcs-2426	197	2	aim	aim	NOUN
bitcs-2426	197	3	was	be	AUX
bitcs-2426	197	4	to	to	PART
bitcs-2426	197	5	collect	collect	VERB
bitcs-2426	197	6	and	and	CCONJ
bitcs-2426	197	7	investigate	investigate	VERB
bitcs-2426	197	8	precedent	precedent	NOUN
bitcs-2426	197	9	observations	observation	NOUN
bitcs-2426	197	10	of	of	ADP
bitcs-2426	197	11	gene	gene	NOUN
bitcs-2426	197	12	expressions	expression	NOUN
bitcs-2426	197	13	at	at	ADP
bitcs-2426	197	14	various	various	ADJ
bitcs-2426	197	15	time	time	NOUN
bitcs-2426	197	16	points	point	NOUN
bitcs-2426	197	17	in	in	ADP
bitcs-2426	197	18	order	order	NOUN
bitcs-2426	197	19	to	to	PART
bitcs-2426	197	20	come	come	VERB
bitcs-2426	197	21	up	up	ADP
bitcs-2426	197	22	with	with	ADP
bitcs-2426	197	23	ideal	ideal	ADJ
bitcs-2426	197	24	models	model	NOUN
bitcs-2426	197	25	to	to	PART
bitcs-2426	197	26	express	express	VERB
bitcs-2426	197	27	the	the	DET
bitcs-2426	197	28	intrinsic	intrinsic	ADJ
bitcs-2426	197	29	structure	structure	NOUN
bitcs-2426	197	30	of	of	ADP
bitcs-2426	197	31	the	the	DET
bitcs-2426	197	32	underlying	underlying	ADJ
bitcs-2426	197	33	genomic	genomic	ADJ
bitcs-2426	197	34	data	datum	NOUN
bitcs-2426	197	35	.	.	PUNCT
bitcs-2426	198	1	based	base	VERB
bitcs-2426	198	2	on	on	ADP
bitcs-2426	198	3	these	these	DET
bitcs-2426	198	4	models	model	NOUN
bitcs-2426	198	5	,	,	PUNCT
bitcs-2426	198	6	it	it	PRON
bitcs-2426	198	7	was	be	AUX
bitcs-2426	198	8	possible	possible	ADJ
bitcs-2426	198	9	to	to	PART
bitcs-2426	198	10	predict	predict	VERB
bitcs-2426	198	11	future	future	ADJ
bitcs-2426	198	12	gene	gene	NOUN
bitcs-2426	198	13	expressions	expression	NOUN
bitcs-2426	198	14	.	.	PUNCT
bitcs-2426	199	1	to	to	PART
bitcs-2426	199	2	put	put	VERB
bitcs-2426	199	3	this	this	PRON
bitcs-2426	199	4	into	into	ADP
bitcs-2426	199	5	perspective	perspective	NOUN
bitcs-2426	199	6	,	,	PUNCT
bitcs-2426	199	7	profile	profile	VERB
bitcs-2426	199	8	i	i	PROPN
bitcs-2426	199	9	d	d	PROPN
bitcs-2426	199	10	17	17	NUM
bitcs-2426	199	11	was	be	AUX
bitcs-2426	199	12	considered	consider	VERB
bitcs-2426	199	13	whose	whose	DET
bitcs-2426	199	14	gene	gene	NOUN
bitcs-2426	199	15	expressions	expression	NOUN
bitcs-2426	199	16	are	be	AUX
bitcs-2426	199	17	shown	show	VERB
bitcs-2426	199	18	in	in	ADP
bitcs-2426	199	19	figure	figure	NOUN
bitcs-2426	199	20	8	8	NUM
bitcs-2426	199	21	.	.	PUNCT
bitcs-2426	199	22	figure	figure	NOUN
bitcs-2426	199	23	8	8	NUM
bitcs-2426	199	24	.	.	PUNCT
bitcs-2426	200	1	gene	gene	NOUN
bitcs-2426	200	2	expressions	expression	NOUN
bitcs-2426	200	3	for	for	ADP
bitcs-2426	200	4	profile	profile	NOUN
bitcs-2426	201	1	i	i	PROPN
bitcs-2426	201	2	d	d	PROPN
bitcs-2426	201	3	17	17	NUM
bitcs-2426	201	4	a	a	DET
bitcs-2426	201	5	total	total	NOUN
bitcs-2426	201	6	of	of	ADP
bitcs-2426	201	7	54	54	NUM
bitcs-2426	201	8	genes	gene	NOUN
bitcs-2426	201	9	were	be	AUX
bitcs-2426	201	10	assigned	assign	VERB
bitcs-2426	201	11	to	to	ADP
bitcs-2426	201	12	this	this	DET
bitcs-2426	201	13	model	model	NOUN
bitcs-2426	201	14	profile	profile	NOUN
bitcs-2426	201	15	whose	whose	DET
bitcs-2426	201	16	individual	individual	ADJ
bitcs-2426	201	17	expressions	expression	NOUN
bitcs-2426	201	18	are	be	AUX
bitcs-2426	201	19	shown	show	VERB
bitcs-2426	201	20	in	in	ADP
bitcs-2426	201	21	figure	figure	NOUN
bitcs-2426	201	22	8	8	NUM
bitcs-2426	201	23	.	.	PUNCT
bitcs-2426	201	24	by	by	ADP
bitcs-2426	201	25	sketching	sketch	VERB
bitcs-2426	201	26	a	a	DET
bitcs-2426	201	27	line	line	NOUN
bitcs-2426	201	28	of	of	ADP
bitcs-2426	201	29	best	good	ADJ
bitcs-2426	201	30	fit	fit	ADJ
bitcs-2426	201	31	through	through	ADP
bitcs-2426	201	32	these	these	DET
bitcs-2426	201	33	gene	gene	NOUN
bitcs-2426	201	34	expressions	expression	NOUN
bitcs-2426	201	35	and	and	CCONJ
bitcs-2426	201	36	performing	perform	VERB
bitcs-2426	201	37	some	some	DET
bitcs-2426	201	38	extrapolations	extrapolation	NOUN
bitcs-2426	201	39	,	,	PUNCT
bitcs-2426	201	40	the	the	DET
bitcs-2426	201	41	future	future	ADJ
bitcs-2426	201	42	expressions	expression	NOUN
bitcs-2426	201	43	beyond	beyond	ADP
bitcs-2426	201	44	the	the	DET
bitcs-2426	201	45	12h	12h	NUM
bitcs-2426	201	46	time	time	NOUN
bitcs-2426	201	47	point	point	NOUN
bitcs-2426	201	48	can	can	AUX
bitcs-2426	201	49	be	be	AUX
bitcs-2426	201	50	obtained	obtain	VERB
bitcs-2426	201	51	as	as	SCONJ
bitcs-2426	201	52	shown	show	VERB
bitcs-2426	201	53	in	in	ADP
bitcs-2426	201	54	figure	figure	NOUN
bitcs-2426	201	55	9	9	NUM
bitcs-2426	201	56	below	below	ADV
bitcs-2426	201	57	.	.	PUNCT
bitcs-2426	202	1	figure	figure	NOUN
bitcs-2426	202	2	9	9	NUM
bitcs-2426	202	3	.	.	PUNCT
bitcs-2426	202	4	gene	gene	NOUN
bitcs-2426	202	5	profile	profile	NOUN
bitcs-2426	202	6	prediction	prediction	VERB
bitcs-2426	202	7	the	the	DET
bitcs-2426	202	8	white	white	ADJ
bitcs-2426	202	9	thick	thick	ADJ
bitcs-2426	202	10	line	line	NOUN
bitcs-2426	202	11	through	through	ADP
bitcs-2426	202	12	the	the	DET
bitcs-2426	202	13	gene	gene	NOUN
bitcs-2426	202	14	expressions	expression	NOUN
bitcs-2426	202	15	is	be	AUX
bitcs-2426	202	16	the	the	DET
bitcs-2426	202	17	line	line	NOUN
bitcs-2426	202	18	of	of	ADP
bitcs-2426	202	19	best	good	ADJ
bitcs-2426	202	20	fit	fit	ADJ
bitcs-2426	202	21	while	while	SCONJ
bitcs-2426	202	22	the	the	DET
bitcs-2426	202	23	thick	thick	ADJ
bitcs-2426	202	24	red	red	ADJ
bitcs-2426	202	25	line	line	NOUN
bitcs-2426	202	26	represents	represent	VERB
bitcs-2426	202	27	the	the	DET
bitcs-2426	202	28	extrapolated	extrapolated	ADJ
bitcs-2426	202	29	gene	gene	NOUN
bitcs-2426	202	30	expressions	expression	NOUN
bitcs-2426	202	31	for	for	ADP
bitcs-2426	202	32	the	the	DET
bitcs-2426	202	33	54	54	NUM
bitcs-2426	202	34	genes	gene	NOUN
bitcs-2426	202	35	assigned	assign	VERB
bitcs-2426	202	36	to	to	PART
bitcs-2426	202	37	profile	profile	VERB
bitcs-2426	202	38	i	i	PRON
bitcs-2426	202	39	d	d	PROPN
bitcs-2426	202	40	17	17	NUM
bitcs-2426	202	41	for	for	ADP
bitcs-2426	202	42	the	the	DET
bitcs-2426	202	43	future	future	ADJ
bitcs-2426	202	44	18h	18h	NOUN
bitcs-2426	202	45	and	and	CCONJ
bitcs-2426	202	46	30h	30h	NOUN
bitcs-2426	202	47	time	time	NOUN
bitcs-2426	202	48	points	point	NOUN
bitcs-2426	202	49	.	.	PUNCT
bitcs-2426	203	1	suppose	suppose	VERB
bitcs-2426	203	2	that	that	SCONJ
bitcs-2426	203	3	the	the	DET
bitcs-2426	203	4	stomach	stomach	NOUN
bitcs-2426	203	5	cancer	cancer	NOUN
bitcs-2426	203	6	patient	patient	NOUN
bitcs-2426	203	7	gene	gene	NOUN
bitcs-2426	203	8	expressions	expression	NOUN
bitcs-2426	203	9	are	be	AUX
bitcs-2426	203	10	as	as	SCONJ
bitcs-2426	203	11	shown	show	VERB
bitcs-2426	203	12	in	in	ADP
bitcs-2426	203	13	figure	figure	NOUN
bitcs-2426	203	14	10	10	NUM
bitcs-2426	203	15	below	below	ADV
bitcs-2426	203	16	.	.	PUNCT
bitcs-2426	204	1	figure	figure	NOUN
bitcs-2426	204	2	10	10	NUM
bitcs-2426	204	3	.	.	PUNCT
bitcs-2426	205	1	stomach	stomach	NOUN
bitcs-2426	205	2	cancer	cancer	NOUN
bitcs-2426	205	3	patient	patient	NOUN
bitcs-2426	205	4	gene	gene	NOUN
bitcs-2426	205	5	expressions	expression	NOUN
bitcs-2426	205	6	over	over	ADP
bitcs-2426	205	7	30h	30h	NOUN
bitcs-2426	205	8	duration	duration	NOUN
bitcs-2426	205	9	comparing	compare	VERB
bitcs-2426	205	10	the	the	DET
bitcs-2426	205	11	hypothesized	hypothesized	ADJ
bitcs-2426	205	12	gene	gene	NOUN
bitcs-2426	205	13	expressions	expression	NOUN
bitcs-2426	205	14	over	over	ADP
bitcs-2426	205	15	the	the	DET
bitcs-2426	205	16	30h	30h	NOUN
bitcs-2426	205	17	duration	duration	NOUN
bitcs-2426	205	18	and	and	CCONJ
bitcs-2426	205	19	the	the	DET
bitcs-2426	205	20	gene	gene	NOUN
bitcs-2426	205	21	models	model	NOUN
bitcs-2426	205	22	in	in	ADP
bitcs-2426	205	23	figure	figure	NOUN
bitcs-2426	205	24	11.0	11.0	NUM
bitcs-2426	205	25	below	below	ADV
bitcs-2426	205	26	,	,	PUNCT
bitcs-2426	205	27	then	then	ADV
bitcs-2426	205	28	considering	consider	VERB
bitcs-2426	205	29	the	the	DET
bitcs-2426	205	30	first	first	ADJ
bitcs-2426	205	31	few	few	ADJ
bitcs-2426	205	32	gene	gene	NOUN
bitcs-2426	205	33	expressions	expression	NOUN
bitcs-2426	205	34	,	,	PUNCT
bitcs-2426	205	35	model	model	NOUN
bitcs-2426	205	36	profile	profile	NOUN
bitcs-2426	205	37	ids	id	VERB
bitcs-2426	205	38	13	13	NUM
bitcs-2426	205	39	,	,	PUNCT
bitcs-2426	205	40	14,15,16,17	14,15,16,17	NUM
bitcs-2426	205	41	and	and	CCONJ
bitcs-2426	205	42	18	18	NUM
bitcs-2426	205	43	are	be	AUX
bitcs-2426	205	44	candidates	candidate	NOUN
bitcs-2426	205	45	’	'	PUNCT
bitcs-2426	205	46	models	model	NOUN
bitcs-2426	205	47	that	that	SCONJ
bitcs-2426	205	48	the	the	DET
bitcs-2426	205	49	stomach	stomach	NOUN
bitcs-2426	205	50	cancer	cancer	NOUN
bitcs-2426	205	51	patient	patient	NOUN
bitcs-2426	205	52	gene	gene	NOUN
bitcs-2426	205	53	expressions	expression	NOUN
bitcs-2426	205	54	can	can	AUX
bitcs-2426	205	55	fit	fit	VERB
bitcs-2426	205	56	in	in	ADP
bitcs-2426	205	57	.	.	PUNCT
bitcs-2426	206	1	however	however	ADV
bitcs-2426	206	2	,	,	PUNCT
bitcs-2426	206	3	taking	take	VERB
bitcs-2426	206	4	into	into	ADP
bitcs-2426	206	5	account	account	NOUN
bitcs-2426	206	6	the	the	DET
bitcs-2426	206	7	preceding	precede	VERB
bitcs-2426	206	8	time	time	NOUN
bitcs-2426	206	9	points	point	NOUN
bitcs-2426	206	10	eliminates	eliminate	VERB
bitcs-2426	206	11	model	model	NOUN
bitcs-2426	206	12	profiles	profile	NOUN
bitcs-2426	206	13	14(experiences	14(experiences	NUM
bitcs-2426	206	14	near	near	ADP
bitcs-2426	206	15	exponential	exponential	ADJ
bitcs-2426	206	16	growth	growth	NOUN
bitcs-2426	206	17	followed	follow	VERB
bitcs-2426	206	18	by	by	ADP
bitcs-2426	206	19	plateau	plateau	NOUN
bitcs-2426	206	20	)	)	PUNCT
bitcs-2426	206	21	,	,	PUNCT
bitcs-2426	206	22	15(experiences	15(experiences	NUM
bitcs-2426	206	23	linear	linear	ADJ
bitcs-2426	206	24	growth	growth	NOUN
bitcs-2426	206	25	followed	follow	VERB
bitcs-2426	206	26	by	by	ADP
bitcs-2426	206	27	plateau	plateau	NOUN
bitcs-2426	206	28	)	)	PUNCT
bitcs-2426	206	29	,	,	PUNCT
bitcs-2426	206	30	16	16	NUM
bitcs-2426	206	31	(	(	PUNCT
bitcs-2426	206	32	portrays	portray	NOUN
bitcs-2426	206	33	linear	linear	ADJ
bitcs-2426	206	34	growth	growth	NOUN
bitcs-2426	206	35	,	,	PUNCT
bitcs-2426	206	36	linear	linear	ADJ
bitcs-2426	206	37	decay	decay	NOUN
bitcs-2426	206	38	and	and	CCONJ
bitcs-2426	206	39	plateau	plateau	NOUN
bitcs-2426	206	40	)	)	PUNCT
bitcs-2426	206	41	,	,	PUNCT
bitcs-2426	206	42	and	and	CCONJ
bitcs-2426	206	43	18	18	NUM
bitcs-2426	206	44	(	(	PUNCT
bitcs-2426	206	45	presents	present	VERB
bitcs-2426	206	46	linear	linear	ADJ
bitcs-2426	206	47	growth	growth	NOUN
bitcs-2426	206	48	followed	follow	VERB
bitcs-2426	206	49	by	by	ADP
bitcs-2426	206	50	plateau	plateau	NOUN
bitcs-2426	206	51	)	)	PUNCT
bitcs-2426	206	52	.	.	PUNCT
bitcs-2426	207	1	this	this	PRON
bitcs-2426	207	2	leaves	leave	VERB
bitcs-2426	207	3	profile	profile	VERB
bitcs-2426	207	4	i	i	NOUN
bitcs-2426	207	5	d	d	PROPN
bitcs-2426	207	6	13	13	NUM
bitcs-2426	207	7	and	and	CCONJ
bitcs-2426	207	8	17	17	NUM
bitcs-2426	207	9	as	as	ADP
bitcs-2426	207	10	the	the	DET
bitcs-2426	207	11	most	most	ADV
bitcs-2426	207	12	probable	probable	ADJ
bitcs-2426	207	13	model	model	NOUN
bitcs-2426	207	14	profiles	profile	NOUN
bitcs-2426	207	15	.	.	PUNCT
bitcs-2426	208	1	by	by	ADP
bitcs-2426	208	2	drawing	draw	VERB
bitcs-2426	208	3	a	a	DET
bitcs-2426	208	4	horizontal	horizontal	ADJ
bitcs-2426	208	5	line	line	NOUN
bitcs-2426	208	6	through	through	ADP
bitcs-2426	208	7	these	these	DET
bitcs-2426	208	8	two	two	NUM
bitcs-2426	208	9	profiles	profile	NOUN
bitcs-2426	208	10	as	as	SCONJ
bitcs-2426	208	11	shown	show	VERB
bitcs-2426	208	12	in	in	ADP
bitcs-2426	208	13	figure	figure	NOUN
bitcs-2426	208	14	11	11	NUM
bitcs-2426	208	15	,	,	PUNCT
bitcs-2426	208	16	it	it	PRON
bitcs-2426	208	17	is	be	AUX
bitcs-2426	208	18	possible	possible	ADJ
bitcs-2426	208	19	to	to	PART
bitcs-2426	208	20	discern	discern	VERB
bitcs-2426	208	21	which	which	PRON
bitcs-2426	208	22	of	of	ADP
bitcs-2426	208	23	them	they	PRON
bitcs-2426	208	24	perfectly	perfectly	ADV
bitcs-2426	208	25	fits	fit	VERB
bitcs-2426	208	26	the	the	DET
bitcs-2426	208	27	patient	patient	ADJ
bitcs-2426	208	28	gene	gene	NOUN
bitcs-2426	208	29	expressions	expression	NOUN
bitcs-2426	208	30	.	.	PUNCT
bitcs-2426	209	1	figure	figure	NOUN
bitcs-2426	209	2	11	11	NUM
bitcs-2426	209	3	.	.	PUNCT
bitcs-2426	210	1	gene	gene	NOUN
bitcs-2426	210	2	model	model	NOUN
bitcs-2426	210	3	fitting	fit	VERB
bitcs-2426	210	4	based	base	VERB
bitcs-2426	210	5	on	on	ADP
bitcs-2426	210	6	this	this	DET
bitcs-2426	210	7	line	line	NOUN
bitcs-2426	210	8	and	and	CCONJ
bitcs-2426	210	9	considering	consider	VERB
bitcs-2426	210	10	time	time	NOUN
bitcs-2426	210	11	-	-	PUNCT
bitcs-2426	210	12	points	point	NOUN
bitcs-2426	210	13	at	at	ADP
bitcs-2426	210	14	which	which	PRON
bitcs-2426	210	15	troughs	trough	NOUN
bitcs-2426	210	16	and	and	CCONJ
bitcs-2426	210	17	crests	crest	NOUN
bitcs-2426	210	18	appear	appear	VERB
bitcs-2426	210	19	,	,	PUNCT
bitcs-2426	210	20	it	it	PRON
bitcs-2426	210	21	is	be	AUX
bitcs-2426	210	22	clear	clear	ADJ
bitcs-2426	210	23	that	that	SCONJ
bitcs-2426	210	24	model	model	NOUN
bitcs-2426	210	25	profile	profile	NOUN
bitcs-2426	210	26	i	i	PROPN
bitcs-2426	210	27	d	d	PROPN
bitcs-2426	210	28	17	17	NUM
bitcs-2426	210	29	perfectly	perfectly	ADV
bitcs-2426	210	30	fits	fit	VERB
bitcs-2426	210	31	the	the	DET
bitcs-2426	210	32	patient	patient	ADJ
bitcs-2426	210	33	gene	gene	NOUN
bitcs-2426	210	34	expressions	expression	NOUN
bitcs-2426	210	35	for	for	ADP
bitcs-2426	210	36	a	a	DET
bitcs-2426	210	37	duration	duration	NOUN
bitcs-2426	210	38	of	of	ADP
bitcs-2426	210	39	30h	30h	NOUN
bitcs-2426	210	40	time	time	NOUN
bitcs-2426	210	41	points	point	NOUN
bitcs-2426	210	42	.	.	PUNCT
bitcs-2426	211	1	as	as	ADP
bitcs-2426	211	2	such	such	ADJ
bitcs-2426	211	3	,	,	PUNCT
bitcs-2426	211	4	it	it	PRON
bitcs-2426	211	5	can	can	AUX
bitcs-2426	211	6	be	be	AUX
bitcs-2426	211	7	implied	imply	VERB
bitcs-2426	211	8	that	that	SCONJ
bitcs-2426	211	9	the	the	DET
bitcs-2426	211	10	developed	develop	VERB
bitcs-2426	211	11	algorithm	algorithm	NOUN
bitcs-2426	211	12	led	lead	VERB
bitcs-2426	211	13	to	to	ADP
bitcs-2426	211	14	accurate	accurate	ADJ
bitcs-2426	211	15	diagnosis	diagnosis	NOUN
bitcs-2426	211	16	of	of	ADP
bitcs-2426	211	17	stomach	stomach	NOUN
bitcs-2426	211	18	cancer	cancer	NOUN
bitcs-2426	211	19	patients	patient	NOUN
bitcs-2426	211	20	within	within	ADP
bitcs-2426	211	21	12h	12h	NUM
bitcs-2426	211	22	time	time	NOUN
bitcs-2426	211	23	points	point	NOUN
bitcs-2426	211	24	since	since	SCONJ
bitcs-2426	211	25	the	the	DET
bitcs-2426	211	26	commencement	commencement	NOUN
bitcs-2426	211	27	of	of	ADP
bitcs-2426	211	28	the	the	DET
bitcs-2426	211	29	cancerous	cancerous	ADJ
bitcs-2426	211	30	gene	gene	NOUN
bitcs-2426	211	31	expressions	expression	NOUN
bitcs-2426	211	32	.	.	PUNCT
bitcs-2426	212	1	in	in	ADP
bitcs-2426	212	2	the	the	DET
bitcs-2426	212	3	next	next	ADJ
bitcs-2426	212	4	section	section	NOUN
bitcs-2426	212	5	,	,	PUNCT
bitcs-2426	212	6	this	this	DET
bitcs-2426	212	7	algorithm	algorithm	NOUN
bitcs-2426	212	8	is	be	AUX
bitcs-2426	212	9	validated	validate	VERB
bitcs-2426	212	10	against	against	ADP
bitcs-2426	212	11	some	some	DET
bitcs-2426	212	12	well	well	ADV
bitcs-2426	212	13	-	-	PUNCT
bitcs-2426	212	14	known	know	VERB
bitcs-2426	212	15	gene	gene	NOUN
bitcs-2426	212	16	profiling	profiling	NOUN
bitcs-2426	212	17	algorithms	algorithm	NOUN
bitcs-2426	212	18	.	.	PUNCT
bitcs-2426	213	1	3.3	3.3	NUM
bitcs-2426	213	2	validation	validation	NOUN
bitcs-2426	213	3	of	of	ADP
bitcs-2426	213	4	the	the	DET
bitcs-2426	213	5	developed	develop	VERB
bitcs-2426	213	6	algorithm	algorithm	NOUN
bitcs-2426	213	7	in	in	ADP
bitcs-2426	213	8	this	this	DET
bitcs-2426	213	9	section	section	NOUN
bitcs-2426	213	10	,	,	PUNCT
bitcs-2426	213	11	the	the	DET
bitcs-2426	213	12	time	time	NOUN
bitcs-2426	213	13	series	series	NOUN
bitcs-2426	213	14	-	-	PUNCT
bitcs-2426	213	15	based	base	VERB
bitcs-2426	213	16	algorithm	algorithm	NOUN
bitcs-2426	213	17	that	that	PRON
bitcs-2426	213	18	was	be	AUX
bitcs-2426	213	19	developed	develop	VERB
bitcs-2426	213	20	is	be	AUX
bitcs-2426	213	21	validated	validate	VERB
bitcs-2426	213	22	71	71	NUM
bitcs-2426	213	23	|	|	NOUN
bitcs-2426	213	24	vol	vol	NOUN
bitcs-2426	213	25	.	.	PROPN
bitcs-2426	214	1	3	3	NUM
bitcs-2426	215	1	no	no	NOUN
bitcs-2426	215	2	.	.	NOUN
bitcs-2426	215	3	2	2	NUM
bitcs-2426	215	4	,	,	PUNCT
bitcs-2426	215	5	july	july	PROPN
bitcs-2426	215	6	202	202	NUM
bitcs-2426	215	7	2	2	NUM
bitcs-2426	215	8	against	against	ADP
bitcs-2426	215	9	other	other	ADJ
bitcs-2426	215	10	gene	gene	NOUN
bitcs-2426	215	11	profiling	profiling	NOUN
bitcs-2426	215	12	algorithms	algorithm	NOUN
bitcs-2426	215	13	such	such	ADJ
bitcs-2426	215	14	as	as	ADP
bitcs-2426	215	15	hierarchical	hierarchical	ADJ
bitcs-2426	215	16	gene	gene	NOUN
bitcs-2426	215	17	profiling	profiling	NOUN
bitcs-2426	215	18	algorithm	algorithm	NOUN
bitcs-2426	215	19	,	,	PUNCT
bitcs-2426	215	20	support	support	NOUN
bitcs-2426	215	21	vector	vector	NOUN
bitcs-2426	215	22	machine	machine	NOUN
bitcs-2426	215	23	,	,	PUNCT
bitcs-2426	215	24	selforganizing	selforganize	VERB
bitcs-2426	215	25	maps	map	NOUN
bitcs-2426	215	26	,	,	PUNCT
bitcs-2426	215	27	and	and	CCONJ
bitcs-2426	215	28	k	k	X
bitcs-2426	215	29	-	-	PUNCT
bitcs-2426	215	30	means	means	NOUN
bitcs-2426	215	31	algorithm	algorithm	NOUN
bitcs-2426	215	32	.	.	PUNCT
bitcs-2426	216	1	in	in	ADP
bitcs-2426	216	2	hierarchical	hierarchical	ADJ
bitcs-2426	216	3	gene	gene	NOUN
bitcs-2426	216	4	profiling	profiling	NOUN
bitcs-2426	216	5	algorithm	algorithm	NOUN
bitcs-2426	216	6	,	,	PUNCT
bitcs-2426	216	7	genes	gene	NOUN
bitcs-2426	216	8	with	with	ADP
bitcs-2426	216	9	related	related	ADJ
bitcs-2426	216	10	expression	expression	NOUN
bitcs-2426	216	11	patterns	pattern	NOUN
bitcs-2426	216	12	are	be	AUX
bitcs-2426	216	13	grouped	group	VERB
bitcs-2426	216	14	together	together	ADV
bitcs-2426	216	15	and	and	CCONJ
bitcs-2426	216	16	connected	connect	VERB
bitcs-2426	216	17	by	by	ADP
bitcs-2426	216	18	a	a	DET
bitcs-2426	216	19	series	series	NOUN
bitcs-2426	216	20	of	of	ADP
bitcs-2426	216	21	branches	branch	NOUN
bitcs-2426	216	22	to	to	PART
bitcs-2426	216	23	form	form	VERB
bitcs-2426	216	24	a	a	DET
bitcs-2426	216	25	dendrogram	dendrogram	NOUN
bitcs-2426	216	26	.	.	PUNCT
bitcs-2426	217	1	unfortunately	unfortunately	ADV
bitcs-2426	217	2	,	,	PUNCT
bitcs-2426	217	3	this	this	DET
bitcs-2426	217	4	algorithm	algorithm	NOUN
bitcs-2426	217	5	considers	consider	VERB
bitcs-2426	217	6	each	each	DET
bitcs-2426	217	7	gene	gene	NOUN
bitcs-2426	217	8	as	as	ADP
bitcs-2426	217	9	an	an	DET
bitcs-2426	217	10	individual	individual	ADJ
bitcs-2426	217	11	cluster	cluster	NOUN
bitcs-2426	217	12	and	and	CCONJ
bitcs-2426	217	13	genes	gene	NOUN
bitcs-2426	217	14	that	that	PRON
bitcs-2426	217	15	are	be	AUX
bitcs-2426	217	16	similar	similar	ADJ
bitcs-2426	217	17	to	to	ADP
bitcs-2426	217	18	each	each	DET
bitcs-2426	217	19	other	other	ADJ
bitcs-2426	217	20	form	form	NOUN
bitcs-2426	217	21	nested	nest	VERB
bitcs-2426	217	22	clusters	cluster	NOUN
bitcs-2426	217	23	based	base	VERB
bitcs-2426	217	24	on	on	ADP
bitcs-2426	217	25	the	the	DET
bitcs-2426	217	26	pair	pair	NOUN
bitcs-2426	217	27	-	-	PUNCT
bitcs-2426	217	28	wise	wise	ADJ
bitcs-2426	217	29	distances	distance	NOUN
bitcs-2426	217	30	.	.	PUNCT
bitcs-2426	218	1	on	on	ADP
bitcs-2426	218	2	the	the	DET
bitcs-2426	218	3	other	other	ADJ
bitcs-2426	218	4	hand	hand	NOUN
bitcs-2426	218	5	,	,	PUNCT
bitcs-2426	218	6	the	the	DET
bitcs-2426	218	7	time	time	NOUN
bitcs-2426	218	8	series	series	NOUN
bitcs-2426	218	9	-	-	PUNCT
bitcs-2426	218	10	based	base	VERB
bitcs-2426	218	11	algorithm	algorithm	NOUN
bitcs-2426	218	12	developed	develop	VERB
bitcs-2426	218	13	in	in	ADP
bitcs-2426	218	14	this	this	DET
bitcs-2426	218	15	research	research	NOUN
bitcs-2426	218	16	study	study	NOUN
bitcs-2426	218	17	considered	consider	VERB
bitcs-2426	218	18	a	a	DET
bitcs-2426	218	19	group	group	NOUN
bitcs-2426	218	20	of	of	ADP
bitcs-2426	218	21	genes	gene	NOUN
bitcs-2426	218	22	with	with	ADP
bitcs-2426	218	23	similar	similar	ADJ
bitcs-2426	218	24	expressions	expression	NOUN
bitcs-2426	218	25	as	as	ADP
bitcs-2426	218	26	profile	profile	ADP
bitcs-2426	218	27	clusters	cluster	NOUN
bitcs-2426	218	28	.	.	PUNCT
bitcs-2426	219	1	for	for	ADP
bitcs-2426	219	2	instance	instance	NOUN
bitcs-2426	219	3	,	,	PUNCT
bitcs-2426	219	4	in	in	ADP
bitcs-2426	219	5	figure	figure	NOUN
bitcs-2426	219	6	6.6	6.6	NUM
bitcs-2426	219	7	,	,	PUNCT
bitcs-2426	219	8	a	a	DET
bitcs-2426	219	9	total	total	NOUN
bitcs-2426	219	10	of	of	ADP
bitcs-2426	219	11	155	155	NUM
bitcs-2426	219	12	genes	gene	NOUN
bitcs-2426	219	13	were	be	AUX
bitcs-2426	219	14	represented	represent	VERB
bitcs-2426	219	15	by	by	ADP
bitcs-2426	219	16	a	a	DET
bitcs-2426	219	17	single	single	ADJ
bitcs-2426	219	18	model	model	NOUN
bitcs-2426	219	19	profile	profile	NOUN
bitcs-2426	219	20	with	with	ADP
bitcs-2426	219	21	i	i	PROPN
bitcs-2426	219	22	d	d	PROPN
bitcs-2426	219	23	40	40	NUM
bitcs-2426	219	24	and	and	CCONJ
bitcs-2426	219	25	90	90	NUM
bitcs-2426	219	26	genes	gene	NOUN
bitcs-2426	219	27	were	be	AUX
bitcs-2426	219	28	represented	represent	VERB
bitcs-2426	219	29	by	by	ADP
bitcs-2426	219	30	model	model	NOUN
bitcs-2426	219	31	profile	profile	PROPN
bitcs-2426	219	32	i	i	PROPN
bitcs-2426	219	33	d	d	PROPN
bitcs-2426	219	34	37	37	NUM
bitcs-2426	219	35	.	.	PUNCT
bitcs-2426	220	1	these	these	DET
bitcs-2426	220	2	two	two	NUM
bitcs-2426	220	3	model	model	NOUN
bitcs-2426	220	4	profiles	profile	NOUN
bitcs-2426	220	5	formed	form	VERB
bitcs-2426	220	6	a	a	DET
bitcs-2426	220	7	cluster	cluster	NOUN
bitcs-2426	220	8	with	with	ADP
bitcs-2426	220	9	a	a	DET
bitcs-2426	220	10	total	total	NOUN
bitcs-2426	220	11	of	of	ADP
bitcs-2426	220	12	245	245	NUM
bitcs-2426	220	13	genes	gene	NOUN
bitcs-2426	220	14	.	.	PUNCT
bitcs-2426	221	1	as	as	ADP
bitcs-2426	221	2	such	such	ADJ
bitcs-2426	221	3	,	,	PUNCT
bitcs-2426	221	4	the	the	DET
bitcs-2426	221	5	developed	develop	VERB
bitcs-2426	221	6	algorithm	algorithm	NOUN
bitcs-2426	221	7	is	be	AUX
bitcs-2426	221	8	operationally	operationally	ADV
bitcs-2426	221	9	faster	fast	ADV
bitcs-2426	221	10	during	during	ADP
bitcs-2426	221	11	gene	gene	NOUN
bitcs-2426	221	12	profiling	profiling	NOUN
bitcs-2426	221	13	compared	compare	VERB
bitcs-2426	221	14	to	to	ADP
bitcs-2426	221	15	hierarchical	hierarchical	ADJ
bitcs-2426	221	16	gene	gene	NOUN
bitcs-2426	221	17	profiling	profiling	NOUN
bitcs-2426	221	18	algorithm	algorithm	NOUN
bitcs-2426	221	19	,	,	PUNCT
bitcs-2426	221	20	rendering	render	VERB
bitcs-2426	221	21	it	it	PRON
bitcs-2426	221	22	ideal	ideal	ADJ
bitcs-2426	221	23	for	for	SCONJ
bitcs-2426	221	24	large	large	ADJ
bitcs-2426	221	25	genomic	genomic	ADJ
bitcs-2426	221	26	data	datum	NOUN
bitcs-2426	221	27	set	set	VERB
bitcs-2426	221	28	.	.	PUNCT
bitcs-2426	222	1	the	the	DET
bitcs-2426	222	2	genomic	genomic	ADJ
bitcs-2426	222	3	data	datum	NOUN
bitcs-2426	222	4	that	that	PRON
bitcs-2426	222	5	was	be	AUX
bitcs-2426	222	6	utilized	utilize	VERB
bitcs-2426	222	7	in	in	ADP
bitcs-2426	222	8	this	this	DET
bitcs-2426	222	9	research	research	NOUN
bitcs-2426	222	10	consisted	consist	VERB
bitcs-2426	222	11	of	of	ADP
bitcs-2426	222	12	24192	24192	NUM
bitcs-2426	222	13	gene	gene	NOUN
bitcs-2426	222	14	symbols	symbol	NOUN
bitcs-2426	222	15	observed	observe	VERB
bitcs-2426	222	16	under	under	ADP
bitcs-2426	222	17	5	5	NUM
bitcs-2426	222	18	time	time	NOUN
bitcs-2426	222	19	points	point	NOUN
bitcs-2426	222	20	,	,	PUNCT
bitcs-2426	222	21	making	make	VERB
bitcs-2426	222	22	the	the	DET
bitcs-2426	222	23	total	total	ADJ
bitcs-2426	222	24	gene	gene	NOUN
bitcs-2426	222	25	expressions	expression	NOUN
bitcs-2426	222	26	120960	120960	NUM
bitcs-2426	222	27	,	,	PUNCT
bitcs-2426	222	28	a	a	DET
bitcs-2426	222	29	very	very	ADV
bitcs-2426	222	30	big	big	ADJ
bitcs-2426	222	31	data	datum	NOUN
bitcs-2426	222	32	set	set	VERB
bitcs-2426	222	33	for	for	ADP
bitcs-2426	222	34	the	the	DET
bitcs-2426	222	35	rather	rather	ADV
bitcs-2426	222	36	slow	slow	ADJ
bitcs-2426	222	37	hierarchical	hierarchical	ADJ
bitcs-2426	222	38	gene	gene	NOUN
bitcs-2426	222	39	profiling	profiling	NOUN
bitcs-2426	222	40	algorithm	algorithm	NOUN
bitcs-2426	222	41	.	.	PUNCT
bitcs-2426	223	1	to	to	PART
bitcs-2426	223	2	effectively	effectively	ADV
bitcs-2426	223	3	apply	apply	VERB
bitcs-2426	223	4	the	the	DET
bitcs-2426	223	5	support	support	NOUN
bitcs-2426	223	6	vector	vector	NOUN
bitcs-2426	223	7	machine	machine	NOUN
bitcs-2426	223	8	gene	gene	NOUN
bitcs-2426	223	9	profiling	profiling	NOUN
bitcs-2426	223	10	algorithm	algorithm	NOUN
bitcs-2426	223	11	,	,	PUNCT
bitcs-2426	223	12	it	it	PRON
bitcs-2426	223	13	requires	require	VERB
bitcs-2426	223	14	training	training	NOUN
bitcs-2426	223	15	using	use	VERB
bitcs-2426	223	16	the	the	DET
bitcs-2426	223	17	same	same	ADJ
bitcs-2426	223	18	members	member	NOUN
bitcs-2426	223	19	of	of	ADP
bitcs-2426	223	20	each	each	DET
bitcs-2426	223	21	model	model	NOUN
bitcs-2426	223	22	profile	profile	NOUN
bitcs-2426	223	23	that	that	PRON
bitcs-2426	223	24	have	have	VERB
bitcs-2426	223	25	to	to	PART
bitcs-2426	223	26	be	be	AUX
bitcs-2426	223	27	identified	identify	VERB
bitcs-2426	223	28	.	.	PUNCT
bitcs-2426	224	1	this	this	DET
bitcs-2426	224	2	training	training	NOUN
bitcs-2426	224	3	takes	take	VERB
bitcs-2426	224	4	time	time	NOUN
bitcs-2426	224	5	and	and	CCONJ
bitcs-2426	224	6	hence	hence	ADV
bitcs-2426	224	7	compared	compare	VERB
bitcs-2426	224	8	to	to	ADP
bitcs-2426	224	9	the	the	DET
bitcs-2426	224	10	developed	develop	VERB
bitcs-2426	224	11	algorithm	algorithm	NOUN
bitcs-2426	224	12	,	,	PUNCT
bitcs-2426	224	13	it	it	PRON
bitcs-2426	224	14	is	be	AUX
bitcs-2426	224	15	slow	slow	ADJ
bitcs-2426	224	16	and	and	CCONJ
bitcs-2426	224	17	hence	hence	ADV
bitcs-2426	224	18	inefficient	inefficient	ADJ
bitcs-2426	224	19	for	for	ADP
bitcs-2426	224	20	large	large	ADJ
bitcs-2426	224	21	data	datum	NOUN
bitcs-2426	224	22	sets	set	NOUN
bitcs-2426	224	23	such	such	ADJ
bitcs-2426	224	24	as	as	ADP
bitcs-2426	224	25	the	the	DET
bitcs-2426	224	26	120960	120960	NUM
bitcs-2426	224	27	gene	gene	NOUN
bitcs-2426	224	28	expressions	expression	NOUN
bitcs-2426	224	29	that	that	PRON
bitcs-2426	224	30	were	be	AUX
bitcs-2426	224	31	under	under	ADP
bitcs-2426	224	32	investigation	investigation	NOUN
bitcs-2426	224	33	in	in	ADP
bitcs-2426	224	34	this	this	DET
bitcs-2426	224	35	research	research	NOUN
bitcs-2426	224	36	.	.	PUNCT
bitcs-2426	225	1	although	although	SCONJ
bitcs-2426	225	2	self	self	NOUN
bitcs-2426	225	3	-	-	PUNCT
bitcs-2426	225	4	organizing	organize	VERB
bitcs-2426	225	5	maps	map	NOUN
bitcs-2426	225	6	algorithm	algorithm	NOUN
bitcs-2426	225	7	has	have	AUX
bitcs-2426	225	8	been	be	AUX
bitcs-2426	225	9	employed	employ	VERB
bitcs-2426	225	10	to	to	ADP
bitcs-2426	225	11	group	group	NOUN
bitcs-2426	225	12	1,036	1,036	NUM
bitcs-2426	225	13	genes	gene	NOUN
bitcs-2426	225	14	into	into	ADP
bitcs-2426	225	15	24	24	NUM
bitcs-2426	225	16	categories	category	NOUN
bitcs-2426	225	17	,	,	PUNCT
bitcs-2426	225	18	this	this	DET
bitcs-2426	225	19	algorithm	algorithm	NOUN
bitcs-2426	225	20	is	be	AUX
bitcs-2426	225	21	slow	slow	ADJ
bitcs-2426	225	22	in	in	ADP
bitcs-2426	225	23	training	training	NOUN
bitcs-2426	225	24	,	,	PUNCT
bitcs-2426	225	25	hard	hard	ADJ
bitcs-2426	225	26	to	to	PART
bitcs-2426	225	27	train	train	VERB
bitcs-2426	225	28	against	against	ADP
bitcs-2426	225	29	slowly	slowly	ADV
bitcs-2426	225	30	evolving	evolve	VERB
bitcs-2426	225	31	data	datum	NOUN
bitcs-2426	225	32	and	and	CCONJ
bitcs-2426	225	33	are	be	AUX
bitcs-2426	225	34	not	not	PART
bitcs-2426	225	35	so	so	ADV
bitcs-2426	225	36	intuitive	intuitive	ADJ
bitcs-2426	225	37	since	since	SCONJ
bitcs-2426	225	38	neurons	neuron	NOUN
bitcs-2426	225	39	close	close	ADJ
bitcs-2426	225	40	on	on	ADP
bitcs-2426	225	41	the	the	DET
bitcs-2426	225	42	map	map	NOUN
bitcs-2426	225	43	(	(	PUNCT
bitcs-2426	225	44	topological	topological	ADJ
bitcs-2426	225	45	proximity	proximity	NOUN
bitcs-2426	225	46	)	)	PUNCT
bitcs-2426	225	47	may	may	AUX
bitcs-2426	225	48	be	be	AUX
bitcs-2426	225	49	far	far	ADV
bitcs-2426	225	50	away	away	ADV
bitcs-2426	225	51	in	in	ADP
bitcs-2426	225	52	feature	feature	NOUN
bitcs-2426	225	53	space	space	NOUN
bitcs-2426	225	54	.	.	PUNCT
bitcs-2426	226	1	additionally	additionally	ADV
bitcs-2426	226	2	,	,	PUNCT
bitcs-2426	226	3	these	these	DET
bitcs-2426	226	4	maps	map	NOUN
bitcs-2426	226	5	do	do	AUX
bitcs-2426	226	6	not	not	PART
bitcs-2426	226	7	behave	behave	VERB
bitcs-2426	226	8	so	so	ADV
bitcs-2426	226	9	gently	gently	ADV
bitcs-2426	226	10	when	when	SCONJ
bitcs-2426	226	11	using	use	VERB
bitcs-2426	226	12	categorical	categorical	ADJ
bitcs-2426	226	13	data	datum	NOUN
bitcs-2426	226	14	,	,	PUNCT
bitcs-2426	226	15	or	or	CCONJ
bitcs-2426	226	16	mixed	mixed	ADJ
bitcs-2426	226	17	data	datum	NOUN
bitcs-2426	226	18	.	.	PUNCT
bitcs-2426	227	1	comparing	compare	VERB
bitcs-2426	227	2	the	the	DET
bitcs-2426	227	3	1036	1036	NUM
bitcs-2426	227	4	genes	gene	NOUN
bitcs-2426	227	5	that	that	SCONJ
bitcs-2426	227	6	selforganizing	selforganize	VERB
bitcs-2426	227	7	maps	map	NOUN
bitcs-2426	227	8	algorithm	algorithm	NOUN
bitcs-2426	227	9	profiled	profile	VERB
bitcs-2426	227	10	into	into	ADP
bitcs-2426	227	11	24	24	NUM
bitcs-2426	227	12	categories	category	NOUN
bitcs-2426	227	13	with	with	ADP
bitcs-2426	227	14	the	the	DET
bitcs-2426	227	15	24192	24192	NUM
bitcs-2426	227	16	genes	gene	NOUN
bitcs-2426	227	17	that	that	PRON
bitcs-2426	227	18	were	be	AUX
bitcs-2426	227	19	profiled	profile	VERB
bitcs-2426	227	20	using	use	VERB
bitcs-2426	227	21	the	the	DET
bitcs-2426	227	22	developed	develop	VERB
bitcs-2426	227	23	time	time	NOUN
bitcs-2426	227	24	series	series	NOUN
bitcs-2426	227	25	-	-	PUNCT
bitcs-2426	227	26	based	base	VERB
bitcs-2426	227	27	algorithm	algorithm	NOUN
bitcs-2426	227	28	,	,	PUNCT
bitcs-2426	227	29	it	it	PRON
bitcs-2426	227	30	is	be	AUX
bitcs-2426	227	31	clear	clear	ADJ
bitcs-2426	227	32	that	that	SCONJ
bitcs-2426	227	33	the	the	DET
bitcs-2426	227	34	proposed	propose	VERB
bitcs-2426	227	35	algorithm	algorithm	NOUN
bitcs-2426	227	36	is	be	AUX
bitcs-2426	227	37	efficient	efficient	ADJ
bitcs-2426	227	38	.	.	PUNCT
bitcs-2426	228	1	regarding	regard	VERB
bitcs-2426	228	2	svm	svm	ADJ
bitcs-2426	228	3	algorithm	algorithm	NOUN
bitcs-2426	228	4	,	,	PUNCT
bitcs-2426	228	5	this	this	DET
bitcs-2426	228	6	algorithm	algorithm	NOUN
bitcs-2426	228	7	has	have	AUX
bitcs-2426	228	8	been	be	AUX
bitcs-2426	228	9	used	use	VERB
bitcs-2426	228	10	for	for	ADP
bitcs-2426	228	11	cancer	cancer	NOUN
bitcs-2426	228	12	classification	classification	NOUN
bitcs-2426	228	13	with	with	ADP
bitcs-2426	228	14	microarray	microarray	NOUN
bitcs-2426	228	15	data	datum	NOUN
bitcs-2426	228	16	where	where	SCONJ
bitcs-2426	228	17	it	it	PRON
bitcs-2426	228	18	served	serve	VERB
bitcs-2426	228	19	as	as	ADP
bitcs-2426	228	20	a	a	DET
bitcs-2426	228	21	powerful	powerful	ADJ
bitcs-2426	228	22	classifier	classifier	NOUN
bitcs-2426	228	23	together	together	ADV
bitcs-2426	228	24	with	with	ADP
bitcs-2426	228	25	four	four	NUM
bitcs-2426	228	26	effective	effective	ADJ
bitcs-2426	228	27	feature	feature	NOUN
bitcs-2426	228	28	reduction	reduction	NOUN
bitcs-2426	228	29	methods	method	NOUN
bitcs-2426	228	30	namely	namely	ADV
bitcs-2426	228	31	principal	principal	ADJ
bitcs-2426	228	32	components	component	NOUN
bitcs-2426	228	33	analysis	analysis	NOUN
bitcs-2426	228	34	(	(	PUNCT
bitcs-2426	228	35	pca	pca	NOUN
bitcs-2426	228	36	)	)	PUNCT
bitcs-2426	228	37	,	,	PUNCT
bitcs-2426	228	38	class	class	NOUN
bitcs-2426	228	39	-	-	PUNCT
bitcs-2426	228	40	separability	separability	NOUN
bitcs-2426	228	41	measure	measure	NOUN
bitcs-2426	228	42	,	,	PUNCT
bitcs-2426	228	43	fisher	fisher	PROPN
bitcs-2426	228	44	ratio	ratio	NOUN
bitcs-2426	228	45	and	and	CCONJ
bitcs-2426	228	46	t	t	PROPN
bitcs-2426	228	47	-	-	PUNCT
bitcs-2426	228	48	test	test	NOUN
bitcs-2426	228	49	to	to	ADP
bitcs-2426	228	50	the	the	DET
bitcs-2426	228	51	problem	problem	NOUN
bitcs-2426	228	52	of	of	ADP
bitcs-2426	228	53	cancer	cancer	NOUN
bitcs-2426	228	54	classification	classification	NOUN
bitcs-2426	228	55	based	base	VERB
bitcs-2426	228	56	on	on	ADP
bitcs-2426	228	57	gene	gene	NOUN
bitcs-2426	228	58	expression	expression	NOUN
bitcs-2426	228	59	data	datum	NOUN
bitcs-2426	228	60	.	.	PUNCT
bitcs-2426	229	1	although	although	SCONJ
bitcs-2426	229	2	it	it	PRON
bitcs-2426	229	3	very	very	ADV
bitcs-2426	229	4	high	high	ADJ
bitcs-2426	229	5	classification	classification	NOUN
bitcs-2426	229	6	accuracies	accuracy	NOUN
bitcs-2426	229	7	,	,	PUNCT
bitcs-2426	229	8	it	it	PRON
bitcs-2426	229	9	requires	require	VERB
bitcs-2426	229	10	feature	feature	NOUN
bitcs-2426	229	11	reduction	reduction	NOUN
bitcs-2426	229	12	methods	method	NOUN
bitcs-2426	229	13	which	which	PRON
bitcs-2426	229	14	renders	render	VERB
bitcs-2426	229	15	it	it	PRON
bitcs-2426	229	16	structurally	structurally	ADV
bitcs-2426	229	17	complex	complex	ADJ
bitcs-2426	229	18	compared	compare	VERB
bitcs-2426	229	19	to	to	ADP
bitcs-2426	229	20	the	the	DET
bitcs-2426	229	21	time	time	NOUN
bitcs-2426	229	22	series	series	NOUN
bitcs-2426	229	23	-	-	PUNCT
bitcs-2426	229	24	based	base	VERB
bitcs-2426	229	25	algorithm	algorithm	NOUN
bitcs-2426	229	26	implemented	implement	VERB
bitcs-2426	229	27	in	in	ADP
bitcs-2426	229	28	this	this	DET
bitcs-2426	229	29	research	research	NOUN
bitcs-2426	229	30	.	.	PUNCT
bitcs-2426	230	1	on	on	ADP
bitcs-2426	230	2	its	its	PRON
bitcs-2426	230	3	part	part	NOUN
bitcs-2426	230	4	,	,	PUNCT
bitcs-2426	230	5	the	the	DET
bitcs-2426	230	6	k	k	NOUN
bitcs-2426	230	7	-	-	PUNCT
bitcs-2426	230	8	means	means	NOUN
bitcs-2426	230	9	algorithm	algorithm	NOUN
bitcs-2426	230	10	operates	operate	VERB
bitcs-2426	230	11	on	on	ADP
bitcs-2426	230	12	a	a	DET
bitcs-2426	230	13	series	series	NOUN
bitcs-2426	230	14	of	of	ADP
bitcs-2426	230	15	microarray	microarray	ADJ
bitcs-2426	230	16	experiments	experiment	NOUN
bitcs-2426	230	17	measuring	measure	VERB
bitcs-2426	230	18	the	the	DET
bitcs-2426	230	19	expression	expression	NOUN
bitcs-2426	230	20	of	of	ADP
bitcs-2426	230	21	a	a	DET
bitcs-2426	230	22	set	set	NOUN
bitcs-2426	230	23	of	of	ADP
bitcs-2426	230	24	genes	gene	NOUN
bitcs-2426	230	25	at	at	ADP
bitcs-2426	230	26	regular	regular	ADJ
bitcs-2426	230	27	time	time	NOUN
bitcs-2426	230	28	intervals	interval	NOUN
bitcs-2426	230	29	in	in	ADP
bitcs-2426	230	30	a	a	DET
bitcs-2426	230	31	common	common	ADJ
bitcs-2426	230	32	cell	cell	NOUN
bitcs-2426	230	33	line	line	NOUN
bitcs-2426	230	34	.	.	PUNCT
bitcs-2426	231	1	it	it	PRON
bitcs-2426	231	2	requires	require	VERB
bitcs-2426	231	3	that	that	SCONJ
bitcs-2426	231	4	data	datum	NOUN
bitcs-2426	231	5	be	be	AUX
bitcs-2426	231	6	normalized	normalize	VERB
bitcs-2426	231	7	to	to	PART
bitcs-2426	231	8	permit	permit	VERB
bitcs-2426	231	9	for	for	ADP
bitcs-2426	231	10	comparisons	comparison	NOUN
bitcs-2426	231	11	across	across	ADP
bitcs-2426	231	12	these	these	DET
bitcs-2426	231	13	microarrays	microarray	NOUN
bitcs-2426	231	14	.	.	PUNCT
bitcs-2426	232	1	the	the	DET
bitcs-2426	232	2	output	output	NOUN
bitcs-2426	232	3	produced	produce	VERB
bitcs-2426	232	4	is	be	AUX
bitcs-2426	232	5	in	in	ADP
bitcs-2426	232	6	form	form	NOUN
bitcs-2426	232	7	of	of	ADP
bitcs-2426	232	8	clusters	cluster	NOUN
bitcs-2426	232	9	of	of	ADP
bitcs-2426	232	10	genes	gene	NOUN
bitcs-2426	232	11	which	which	PRON
bitcs-2426	232	12	vary	vary	VERB
bitcs-2426	232	13	in	in	ADP
bitcs-2426	232	14	similar	similar	ADJ
bitcs-2426	232	15	ways	way	NOUN
bitcs-2426	232	16	over	over	ADP
bitcs-2426	232	17	time	time	NOUN
bitcs-2426	232	18	and	and	CCONJ
bitcs-2426	232	19	hence	hence	ADV
bitcs-2426	232	20	it	it	PRON
bitcs-2426	232	21	is	be	AUX
bitcs-2426	232	22	possible	possible	ADJ
bitcs-2426	232	23	to	to	PART
bitcs-2426	232	24	infer	infer	VERB
bitcs-2426	232	25	that	that	SCONJ
bitcs-2426	232	26	genes	gene	NOUN
bitcs-2426	232	27	which	which	PRON
bitcs-2426	232	28	vary	vary	VERB
bitcs-2426	232	29	in	in	ADP
bitcs-2426	232	30	the	the	DET
bitcs-2426	232	31	same	same	ADJ
bitcs-2426	232	32	way	way	NOUN
bitcs-2426	232	33	may	may	AUX
bitcs-2426	232	34	be	be	AUX
bitcs-2426	232	35	co	co	VERB
bitcs-2426	232	36	-	-	VERB
bitcs-2426	232	37	regulated	regulated	ADJ
bitcs-2426	232	38	and	and	CCONJ
bitcs-2426	232	39	or	or	CCONJ
bitcs-2426	232	40	participate	participate	VERB
bitcs-2426	232	41	in	in	ADP
bitcs-2426	232	42	the	the	DET
bitcs-2426	232	43	same	same	ADJ
bitcs-2426	232	44	pathway	pathway	NOUN
bitcs-2426	232	45	.	.	PUNCT
bitcs-2426	233	1	unfortunately	unfortunately	ADV
bitcs-2426	233	2	,	,	PUNCT
bitcs-2426	233	3	the	the	DET
bitcs-2426	233	4	numbers	number	NOUN
bitcs-2426	233	5	of	of	ADP
bitcs-2426	233	6	clusters	cluster	NOUN
bitcs-2426	233	7	need	need	VERB
bitcs-2426	233	8	to	to	PART
bitcs-2426	233	9	be	be	AUX
bitcs-2426	233	10	specified	specify	VERB
bitcs-2426	233	11	which	which	PRON
bitcs-2426	233	12	may	may	AUX
bitcs-2426	233	13	be	be	AUX
bitcs-2426	233	14	unknown	unknown	ADJ
bitcs-2426	233	15	in	in	ADP
bitcs-2426	233	16	some	some	DET
bitcs-2426	233	17	instances	instance	NOUN
bitcs-2426	233	18	,	,	PUNCT
bitcs-2426	233	19	and	and	CCONJ
bitcs-2426	233	20	figuring	figure	VERB
bitcs-2426	233	21	out	out	ADP
bitcs-2426	233	22	the	the	DET
bitcs-2426	233	23	right	right	ADJ
bitcs-2426	233	24	number	number	NOUN
bitcs-2426	233	25	of	of	ADP
bitcs-2426	233	26	clusters	cluster	NOUN
bitcs-2426	233	27	that	that	PRON
bitcs-2426	233	28	represent	represent	VERB
bitcs-2426	233	29	the	the	DET
bitcs-2426	233	30	true	true	ADJ
bitcs-2426	233	31	number	number	NOUN
bitcs-2426	233	32	of	of	ADP
bitcs-2426	233	33	clusters	cluster	NOUN
bitcs-2426	233	34	in	in	ADP
bitcs-2426	233	35	the	the	DET
bitcs-2426	233	36	population	population	NOUN
bitcs-2426	233	37	is	be	AUX
bitcs-2426	233	38	quite	quite	ADV
bitcs-2426	233	39	subjective	subjective	ADJ
bitcs-2426	233	40	.	.	PUNCT
bitcs-2426	234	1	as	as	ADP
bitcs-2426	234	2	such	such	ADJ
bitcs-2426	234	3	,	,	PUNCT
bitcs-2426	234	4	the	the	DET
bitcs-2426	234	5	profiles	profile	NOUN
bitcs-2426	234	6	obtained	obtain	VERB
bitcs-2426	234	7	using	use	VERB
bitcs-2426	234	8	k	k	PROPN
bitcs-2426	234	9	-	-	PUNCT
bitcs-2426	234	10	means	mean	NOUN
bitcs-2426	234	11	can	can	AUX
bitcs-2426	234	12	vary	vary	VERB
bitcs-2426	234	13	greatly	greatly	ADV
bitcs-2426	234	14	depending	depend	VERB
bitcs-2426	234	15	on	on	ADP
bitcs-2426	234	16	the	the	DET
bitcs-2426	234	17	location	location	NOUN
bitcs-2426	234	18	of	of	ADP
bitcs-2426	234	19	the	the	DET
bitcs-2426	234	20	observations	observation	NOUN
bitcs-2426	234	21	that	that	PRON
bitcs-2426	234	22	are	be	AUX
bitcs-2426	234	23	randomly	randomly	ADV
bitcs-2426	234	24	chosen	choose	VERB
bitcs-2426	234	25	as	as	ADP
bitcs-2426	234	26	initial	initial	ADJ
bitcs-2426	234	27	centroids	centroid	NOUN
bitcs-2426	234	28	.	.	PUNCT
bitcs-2426	235	1	however	however	ADV
bitcs-2426	235	2	,	,	PUNCT
bitcs-2426	235	3	the	the	DET
bitcs-2426	235	4	developed	develop	VERB
bitcs-2426	235	5	time	time	NOUN
bitcs-2426	235	6	series	series	NOUN
bitcs-2426	235	7	-	-	PUNCT
bitcs-2426	235	8	based	base	VERB
bitcs-2426	235	9	algorithm	algorithm	NOUN
bitcs-2426	235	10	employs	employ	VERB
bitcs-2426	235	11	statistical	statistical	ADJ
bitcs-2426	235	12	metrics	metric	NOUN
bitcs-2426	235	13	such	such	ADJ
bitcs-2426	235	14	as	as	ADP
bitcs-2426	235	15	p	p	NOUN
bitcs-2426	235	16	-	-	PUNCT
bitcs-2426	235	17	value	value	NOUN
bitcs-2426	235	18	,	,	PUNCT
bitcs-2426	235	19	pearson	pearson	NOUN
bitcs-2426	235	20	correlation	correlation	NOUN
bitcs-2426	235	21	,	,	PUNCT
bitcs-2426	235	22	logistics	logistic	NOUN
bitcs-2426	235	23	regression	regression	NOUN
bitcs-2426	235	24	and	and	CCONJ
bitcs-2426	235	25	euclidean	euclidean	ADJ
bitcs-2426	235	26	distance	distance	NOUN
bitcs-2426	235	27	whose	whose	DET
bitcs-2426	235	28	significance	significance	NOUN
bitcs-2426	235	29	levels	level	NOUN
bitcs-2426	235	30	are	be	AUX
bitcs-2426	235	31	well	well	ADV
bitcs-2426	235	32	known	know	VERB
bitcs-2426	235	33	.	.	PUNCT
bitcs-2426	236	1	the	the	DET
bitcs-2426	236	2	k	k	NOUN
bitcs-2426	236	3	-	-	PUNCT
bitcs-2426	236	4	means	mean	VERB
bitcs-2426	236	5	clustering	clustering	ADJ
bitcs-2426	236	6	algorithm	algorithm	NOUN
bitcs-2426	236	7	assumes	assume	VERB
bitcs-2426	236	8	that	that	SCONJ
bitcs-2426	236	9	the	the	DET
bitcs-2426	236	10	underlying	underlie	VERB
bitcs-2426	236	11	clusters	cluster	NOUN
bitcs-2426	236	12	in	in	ADP
bitcs-2426	236	13	the	the	DET
bitcs-2426	236	14	population	population	NOUN
bitcs-2426	236	15	are	be	AUX
bitcs-2426	236	16	spherical	spherical	ADJ
bitcs-2426	236	17	,	,	PUNCT
bitcs-2426	236	18	distinct	distinct	ADJ
bitcs-2426	236	19	,	,	PUNCT
bitcs-2426	236	20	and	and	CCONJ
bitcs-2426	236	21	are	be	AUX
bitcs-2426	236	22	of	of	ADP
bitcs-2426	236	23	approximately	approximately	ADV
bitcs-2426	236	24	equal	equal	ADJ
bitcs-2426	236	25	size	size	NOUN
bitcs-2426	236	26	and	and	CCONJ
bitcs-2426	236	27	hence	hence	ADV
bitcs-2426	236	28	tends	tend	VERB
bitcs-2426	236	29	to	to	PART
bitcs-2426	236	30	identify	identify	VERB
bitcs-2426	236	31	clusters	cluster	NOUN
bitcs-2426	236	32	with	with	ADP
bitcs-2426	236	33	these	these	DET
bitcs-2426	236	34	characteristics	characteristic	NOUN
bitcs-2426	236	35	.	.	PUNCT
bitcs-2426	237	1	therefore	therefore	ADV
bitcs-2426	237	2	,	,	PUNCT
bitcs-2426	237	3	this	this	DET
bitcs-2426	237	4	algorithm	algorithm	NOUN
bitcs-2426	237	5	is	be	AUX
bitcs-2426	237	6	incapable	incapable	ADJ
bitcs-2426	237	7	of	of	ADP
bitcs-2426	237	8	yielding	yield	VERB
bitcs-2426	237	9	good	good	ADJ
bitcs-2426	237	10	results	result	NOUN
bitcs-2426	237	11	when	when	SCONJ
bitcs-2426	237	12	clusters	cluster	NOUN
bitcs-2426	237	13	are	be	AUX
bitcs-2426	237	14	elongated	elongate	VERB
bitcs-2426	237	15	or	or	CCONJ
bitcs-2426	237	16	not	not	PART
bitcs-2426	237	17	equal	equal	ADJ
bitcs-2426	237	18	in	in	ADP
bitcs-2426	237	19	size	size	NOUN
bitcs-2426	237	20	like	like	ADP
bitcs-2426	237	21	the	the	DET
bitcs-2426	237	22	genomic	genomic	NOUN
bitcs-2426	237	23	data	datum	NOUN
bitcs-2426	237	24	used	use	VERB
bitcs-2426	237	25	in	in	ADP
bitcs-2426	237	26	this	this	DET
bitcs-2426	237	27	research	research	NOUN
bitcs-2426	237	28	where	where	SCONJ
bitcs-2426	237	29	some	some	DET
bitcs-2426	237	30	gene	gene	NOUN
bitcs-2426	237	31	expressions	expression	NOUN
bitcs-2426	237	32	were	be	AUX
bitcs-2426	237	33	negative	negative	ADJ
bitcs-2426	237	34	,	,	PUNCT
bitcs-2426	237	35	zero	zero	NUM
bitcs-2426	237	36	and	and	CCONJ
bitcs-2426	237	37	others	other	NOUN
bitcs-2426	237	38	positive	positive	ADJ
bitcs-2426	237	39	.	.	PUNCT
bitcs-2426	238	1	the	the	DET
bitcs-2426	238	2	kalgorithm	kalgorithm	PROPN
bitcs-2426	238	3	is	be	AUX
bitcs-2426	238	4	also	also	ADV
bitcs-2426	238	5	sensitive	sensitive	ADJ
bitcs-2426	238	6	to	to	ADP
bitcs-2426	238	7	initial	initial	ADJ
bitcs-2426	238	8	conditions	condition	NOUN
bitcs-2426	238	9	,	,	PUNCT
bitcs-2426	238	10	implying	imply	VERB
bitcs-2426	238	11	that	that	SCONJ
bitcs-2426	238	12	different	different	ADJ
bitcs-2426	238	13	initial	initial	ADJ
bitcs-2426	238	14	conditions	condition	NOUN
bitcs-2426	238	15	produce	produce	VERB
bitcs-2426	238	16	varying	vary	VERB
bitcs-2426	238	17	result	result	NOUN
bitcs-2426	238	18	of	of	ADP
bitcs-2426	238	19	gene	gene	NOUN
bitcs-2426	238	20	profiles	profile	NOUN
bitcs-2426	238	21	.	.	PUNCT
bitcs-2426	239	1	it	it	PRON
bitcs-2426	239	2	is	be	AUX
bitcs-2426	239	3	also	also	ADV
bitcs-2426	239	4	possible	possible	ADJ
bitcs-2426	239	5	for	for	SCONJ
bitcs-2426	239	6	a	a	DET
bitcs-2426	239	7	very	very	ADV
bitcs-2426	239	8	far	far	ADJ
bitcs-2426	239	9	data	datum	NOUN
bitcs-2426	239	10	from	from	ADP
bitcs-2426	239	11	the	the	DET
bitcs-2426	239	12	centroid	centroid	NOUN
bitcs-2426	239	13	to	to	PART
bitcs-2426	239	14	pull	pull	VERB
bitcs-2426	239	15	the	the	DET
bitcs-2426	239	16	centroid	centroid	NOUN
bitcs-2426	239	17	away	away	ADV
bitcs-2426	239	18	from	from	ADP
bitcs-2426	239	19	the	the	DET
bitcs-2426	239	20	real	real	ADJ
bitcs-2426	239	21	one	one	NOUN
bitcs-2426	239	22	as	as	SCONJ
bitcs-2426	239	23	shown	show	VERB
bitcs-2426	239	24	in	in	ADP
bitcs-2426	239	25	figure	figure	NOUN
bitcs-2426	239	26	12	12	NUM
bitcs-2426	239	27	.	.	PUNCT
bitcs-2426	240	1	below	below	ADV
bitcs-2426	240	2	.	.	PUNCT
bitcs-2426	241	1	here	here	ADV
bitcs-2426	241	2	,	,	PUNCT
bitcs-2426	241	3	5	5	NUM
bitcs-2426	241	4	genes	gene	NOUN
bitcs-2426	241	5	are	be	AUX
bitcs-2426	241	6	assigned	assign	VERB
bitcs-2426	241	7	to	to	AUX
bitcs-2426	241	8	cluster	cluster	VERB
bitcs-2426	241	9	i	i	PROPN
bitcs-2426	241	10	d	d	PROPN
bitcs-2426	241	11	55	55	NUM
bitcs-2426	242	1	and	and	CCONJ
bitcs-2426	242	2	it	it	PRON
bitcs-2426	242	3	is	be	AUX
bitcs-2426	242	4	clear	clear	ADJ
bitcs-2426	242	5	from	from	ADP
bitcs-2426	242	6	the	the	DET
bitcs-2426	242	7	gene	gene	NOUN
bitcs-2426	242	8	.	.	PUNCT
bitcs-2426	243	1	figure	figure	NOUN
bitcs-2426	243	2	12	12	NUM
bitcs-2426	243	3	.	.	PUNCT
bitcs-2426	244	1	k	k	X
bitcs-2426	244	2	-	-	PUNCT
bitcs-2426	244	3	means	mean	NOUN
bitcs-2426	244	4	based	base	VERB
bitcs-2426	244	5	profiling	profiling	NOUN
bitcs-2426	244	6	expressions	expression	NOUN
bitcs-2426	244	7	that	that	PRON
bitcs-2426	244	8	the	the	DET
bitcs-2426	244	9	profiling	profiling	NOUN
bitcs-2426	244	10	is	be	AUX
bitcs-2426	244	11	not	not	PART
bitcs-2426	244	12	such	such	ADJ
bitcs-2426	244	13	accurate	accurate	ADJ
bitcs-2426	244	14	especially	especially	ADV
bitcs-2426	244	15	after	after	ADP
bitcs-2426	244	16	the	the	DET
bitcs-2426	244	17	0.5h	0.5h	ADJ
bitcs-2426	244	18	time	time	NOUN
bitcs-2426	244	19	point	point	NOUN
bitcs-2426	244	20	.	.	PUNCT
bitcs-2426	245	1	whereas	whereas	SCONJ
bitcs-2426	245	2	4	4	NUM
bitcs-2426	245	3	gene	gene	NOUN
bitcs-2426	245	4	expressions	expression	NOUN
bitcs-2426	245	5	have	have	VERB
bitcs-2426	245	6	negative	negative	ADJ
bitcs-2426	245	7	gradients	gradient	NOUN
bitcs-2426	245	8	,	,	PUNCT
bitcs-2426	245	9	one	one	NUM
bitcs-2426	245	10	of	of	ADP
bitcs-2426	245	11	them	they	PRON
bitcs-2426	245	12	has	have	VERB
bitcs-2426	245	13	a	a	DET
bitcs-2426	245	14	positive	positive	ADJ
bitcs-2426	245	15	gradient	gradient	NOUN
bitcs-2426	245	16	.	.	PUNCT
bitcs-2426	246	1	during	during	ADP
bitcs-2426	246	2	the	the	DET
bitcs-2426	246	3	3h	3h	NUM
bitcs-2426	246	4	time	time	NOUN
bitcs-2426	246	5	-	-	PUNCT
bitcs-2426	246	6	point	point	NOUN
bitcs-2426	246	7	,	,	PUNCT
bitcs-2426	246	8	some	some	DET
bitcs-2426	246	9	gene	gene	NOUN
bitcs-2426	246	10	profiles	profile	NOUN
bitcs-2426	246	11	are	be	AUX
bitcs-2426	246	12	at	at	ADP
bitcs-2426	246	13	the	the	DET
bitcs-2426	246	14	rough	rough	ADJ
bitcs-2426	246	15	,	,	PUNCT
bitcs-2426	246	16	others	other	NOUN
bitcs-2426	246	17	are	be	AUX
bitcs-2426	246	18	at	at	ADP
bitcs-2426	246	19	the	the	DET
bitcs-2426	246	20	crest	crest	NOUN
bitcs-2426	246	21	,	,	PUNCT
bitcs-2426	246	22	plateau	plateau	NOUN
bitcs-2426	246	23	while	while	SCONJ
bitcs-2426	246	24	others	other	NOUN
bitcs-2426	246	25	are	be	AUX
bitcs-2426	246	26	still	still	ADV
bitcs-2426	246	27	on	on	ADP
bitcs-2426	246	28	their	their	PRON
bitcs-2426	246	29	descent	descent	NOUN
bitcs-2426	246	30	.	.	PUNCT
bitcs-2426	247	1	the	the	DET
bitcs-2426	247	2	same	same	ADJ
bitcs-2426	247	3	is	be	AUX
bitcs-2426	247	4	observed	observe	VERB
bitcs-2426	247	5	during	during	ADP
bitcs-2426	247	6	the	the	DET
bitcs-2426	247	7	6h	6h	NUM
bitcs-2426	247	8	time	time	NOUN
bitcs-2426	247	9	point	point	NOUN
bitcs-2426	247	10	.	.	PUNCT
bitcs-2426	248	1	these	these	DET
bitcs-2426	248	2	varying	vary	VERB
bitcs-2426	248	3	result	result	NOUN
bitcs-2426	248	4	of	of	ADP
bitcs-2426	248	5	gene	gene	NOUN
bitcs-2426	248	6	profiles	profile	NOUN
bitcs-2426	248	7	give	give	VERB
bitcs-2426	248	8	contradicting	contradict	VERB
bitcs-2426	248	9	depiction	depiction	NOUN
bitcs-2426	248	10	of	of	ADP
bitcs-2426	248	11	gene	gene	NOUN
bitcs-2426	248	12	activities	activity	NOUN
bitcs-2426	248	13	and	and	CCONJ
bitcs-2426	248	14	hence	hence	ADV
bitcs-2426	248	15	may	may	AUX
bitcs-2426	248	16	lead	lead	VERB
bitcs-2426	248	17	to	to	ADP
bitcs-2426	248	18	inaccurate	inaccurate	ADJ
bitcs-2426	248	19	stomach	stomach	NOUN
bitcs-2426	248	20	cancer	cancer	NOUN
bitcs-2426	248	21	diagnosis	diagnosis	NOUN
bitcs-2426	248	22	.	.	PUNCT
bitcs-2426	248	23	iv.conclusion	iv.conclusion	X
bitcs-2426	249	1	the	the	DET
bitcs-2426	249	2	aim	aim	NOUN
bitcs-2426	249	3	of	of	ADP
bitcs-2426	249	4	this	this	DET
bitcs-2426	249	5	paper	paper	NOUN
bitcs-2426	249	6	was	be	AUX
bitcs-2426	249	7	to	to	PART
bitcs-2426	249	8	develop	develop	VERB
bitcs-2426	249	9	a	a	DET
bitcs-2426	249	10	gene	gene	NOUN
bitcs-2426	249	11	profiling	profiling	NOUN
bitcs-2426	249	12	algorithm	algorithm	NOUN
bitcs-2426	249	13	based	base	VERB
bitcs-2426	249	14	on	on	ADP
bitcs-2426	249	15	time	time	NOUN
bitcs-2426	249	16	series	series	NOUN
bitcs-2426	249	17	to	to	PART
bitcs-2426	249	18	help	help	VERB
bitcs-2426	249	19	in	in	ADP
bitcs-2426	249	20	early	early	ADJ
bitcs-2426	249	21	stomach	stomach	NOUN
bitcs-2426	249	22	cancer	cancer	NOUN
bitcs-2426	249	23	diagnosis	diagnosis	NOUN
bitcs-2426	249	24	.	.	PUNCT
bitcs-2426	250	1	based	base	VERB
bitcs-2426	250	2	on	on	ADP
bitcs-2426	250	3	a	a	DET
bitcs-2426	250	4	number	number	NOUN
bitcs-2426	250	5	of	of	ADP
bitcs-2426	250	6	derived	derived	ADJ
bitcs-2426	250	7	gene	gene	NOUN
bitcs-2426	250	8	profiling	profile	VERB
bitcs-2426	250	9	72	72	NUM
bitcs-2426	250	10	|	|	NOUN
bitcs-2426	250	11	vol	vol	NOUN
bitcs-2426	250	12	.	.	PROPN
bitcs-2426	251	1	3	3	NUM
bitcs-2426	252	1	no	no	NOUN
bitcs-2426	252	2	.	.	NOUN
bitcs-2426	252	3	2	2	NUM
bitcs-2426	252	4	,	,	PUNCT
bitcs-2426	252	5	july	july	PROPN
bitcs-2426	252	6	202	202	NUM
bitcs-2426	252	7	2	2	NUM
bitcs-2426	252	8	parameters	parameter	NOUN
bitcs-2426	252	9	,	,	PUNCT
bitcs-2426	252	10	an	an	DET
bitcs-2426	252	11	algorithm	algorithm	NOUN
bitcs-2426	252	12	was	be	AUX
bitcs-2426	252	13	developed	develop	VERB
bitcs-2426	252	14	that	that	PRON
bitcs-2426	252	15	was	be	AUX
bitcs-2426	252	16	then	then	ADV
bitcs-2426	252	17	experimented	experiment	VERB
bitcs-2426	252	18	on	on	ADP
bitcs-2426	252	19	sample	sample	NOUN
bitcs-2426	252	20	genomic	genomic	NOUN
bitcs-2426	252	21	data	datum	NOUN
bitcs-2426	252	22	.	.	PUNCT
bitcs-2426	253	1	the	the	DET
bitcs-2426	253	2	results	result	NOUN
bitcs-2426	253	3	of	of	ADP
bitcs-2426	253	4	this	this	DET
bitcs-2426	253	5	paper	paper	NOUN
bitcs-2426	253	6	included	include	VERB
bitcs-2426	253	7	a	a	DET
bitcs-2426	253	8	number	number	NOUN
bitcs-2426	253	9	of	of	ADP
bitcs-2426	253	10	gene	gene	NOUN
bitcs-2426	253	11	profiles	profile	NOUN
bitcs-2426	253	12	that	that	PRON
bitcs-2426	253	13	obtained	obtain	VERB
bitcs-2426	253	14	from	from	ADP
bitcs-2426	253	15	the	the	DET
bitcs-2426	253	16	underlying	underlie	VERB
bitcs-2426	253	17	pathogen	pathogen	NOUN
bitcs-2426	253	18	helicobacter	helicobacter	NOUN
bitcs-2426	253	19	pylori	pylori	NOUN
bitcs-2426	253	20	data	datum	NOUN
bitcs-2426	253	21	.	.	PUNCT
bitcs-2426	254	1	the	the	DET
bitcs-2426	254	2	significance	significance	NOUN
bitcs-2426	254	3	of	of	ADP
bitcs-2426	254	4	this	this	DET
bitcs-2426	254	5	research	research	NOUN
bitcs-2426	254	6	lies	lie	VERB
bitcs-2426	254	7	on	on	ADP
bitcs-2426	254	8	the	the	DET
bitcs-2426	254	9	fact	fact	NOUN
bitcs-2426	254	10	that	that	SCONJ
bitcs-2426	254	11	it	it	PRON
bitcs-2426	254	12	helped	help	VERB
bitcs-2426	254	13	generate	generate	VERB
bitcs-2426	254	14	gene	gene	NOUN
bitcs-2426	254	15	profiles	profile	NOUN
bitcs-2426	254	16	using	use	VERB
bitcs-2426	254	17	very	very	ADV
bitcs-2426	254	18	short	short	ADJ
bitcs-2426	254	19	time	time	NOUN
bitcs-2426	254	20	points	point	NOUN
bitcs-2426	254	21	.	.	PUNCT
bitcs-2426	255	1	this	this	DET
bitcs-2426	255	2	feature	feature	NOUN
bitcs-2426	255	3	is	be	AUX
bitcs-2426	255	4	very	very	ADV
bitcs-2426	255	5	critical	critical	ADJ
bitcs-2426	255	6	in	in	ADP
bitcs-2426	255	7	early	early	ADJ
bitcs-2426	255	8	stomach	stomach	NOUN
bitcs-2426	255	9	cancer	cancer	NOUN
bitcs-2426	255	10	diagnosis	diagnosis	NOUN
bitcs-2426	255	11	as	as	SCONJ
bitcs-2426	255	12	it	it	PRON
bitcs-2426	255	13	facilitates	facilitate	VERB
bitcs-2426	255	14	necessary	necessary	ADJ
bitcs-2426	255	15	preventive	preventive	ADJ
bitcs-2426	255	16	measures	measure	NOUN
bitcs-2426	255	17	that	that	PRON
bitcs-2426	255	18	curtail	curtail	VERB
bitcs-2426	255	19	the	the	DET
bitcs-2426	255	20	cancerous	cancerous	ADJ
bitcs-2426	255	21	cells	cell	NOUN
bitcs-2426	255	22	advancement	advancement	NOUN
bitcs-2426	255	23	to	to	ADP
bitcs-2426	255	24	other	other	ADJ
bitcs-2426	255	25	fatal	fatal	ADJ
bitcs-2426	255	26	phases	phase	NOUN
bitcs-2426	255	27	.	.	PUNCT
bitcs-2426	256	1	since	since	SCONJ
bitcs-2426	256	2	this	this	DET
bitcs-2426	256	3	research	research	NOUN
bitcs-2426	256	4	was	be	AUX
bitcs-2426	256	5	purely	purely	ADV
bitcs-2426	256	6	based	base	VERB
bitcs-2426	256	7	on	on	ADP
bitcs-2426	256	8	stomach	stomach	NOUN
bitcs-2426	256	9	cancer	cancer	NOUN
bitcs-2426	256	10	,	,	PUNCT
bitcs-2426	256	11	future	future	ADJ
bitcs-2426	256	12	work	work	NOUN
bitcs-2426	256	13	in	in	ADP
bitcs-2426	256	14	this	this	DET
bitcs-2426	256	15	area	area	NOUN
bitcs-2426	256	16	lies	lie	VERB
bitcs-2426	256	17	on	on	ADP
bitcs-2426	256	18	the	the	DET
bitcs-2426	256	19	implementation	implementation	NOUN
bitcs-2426	256	20	of	of	ADP
bitcs-2426	256	21	this	this	DET
bitcs-2426	256	22	algorithm	algorithm	NOUN
bitcs-2426	256	23	for	for	ADP
bitcs-2426	256	24	other	other	ADJ
bitcs-2426	256	25	types	type	NOUN
bitcs-2426	256	26	of	of	ADP
bitcs-2426	256	27	cancer	cancer	NOUN
bitcs-2426	256	28	or	or	CCONJ
bitcs-2426	256	29	diseases	disease	NOUN
bitcs-2426	256	30	.	.	PUNCT
bitcs-2426	257	1	references	reference	NOUN
bitcs-2426	257	2	[	[	X
bitcs-2426	257	3	1	1	NUM
bitcs-2426	257	4	]	]	X
bitcs-2426	257	5	sanchita	sanchita	PROPN
bitcs-2426	257	6	&	&	CCONJ
bitcs-2426	257	7	ashok	ashok	PROPN
bitcs-2426	257	8	s.	s.	PROPN
bitcs-2426	257	9	(	(	PUNCT
bitcs-2426	257	10	2015	2015	NUM
bitcs-2426	257	11	)	)	PUNCT
bitcs-2426	257	12	.	.	PUNCT
bitcs-2426	258	1	future	future	ADJ
bitcs-2426	258	2	challenges	challenge	NOUN
bitcs-2426	258	3	in	in	ADP
bitcs-2426	258	4	application	application	NOUN
bitcs-2426	258	5	of	of	ADP
bitcs-2426	258	6	algorithms	algorithm	NOUN
bitcs-2426	258	7	and	and	CCONJ
bitcs-2426	258	8	tools	tool	NOUN
bitcs-2426	258	9	for	for	ADP
bitcs-2426	258	10	clustering	clustering	NOUN
bitcs-2426	258	11	of	of	ADP
bitcs-2426	258	12	gene	gene	NOUN
bitcs-2426	258	13	expression	expression	NOUN
bitcs-2426	258	14	data	datum	NOUN
bitcs-2426	258	15	.	.	PUNCT
bitcs-2426	259	1	biotechnology	biotechnology	NOUN
bitcs-2426	259	2	division	division	NOUN
bitcs-2426	259	3	,	,	PUNCT
bitcs-2426	259	4	csircentral	csircentral	PROPN
bitcs-2426	259	5	institute	institute	PROPN
bitcs-2426	259	6	of	of	ADP
bitcs-2426	259	7	medicinal	medicinal	ADJ
bitcs-2426	259	8	and	and	CCONJ
bitcs-2426	259	9	aromatic	aromatic	ADJ
bitcs-2426	259	10	plants	plant	NOUN
bitcs-2426	259	11	.	.	PUNCT
bitcs-2426	260	1	lucknow	lucknow	NOUN
bitcs-2426	260	2	22601	22601	NUM
bitcs-2426	260	3	.	.	PUNCT
bitcs-2426	261	1	(	(	PUNCT
bitcs-2426	261	2	pp	pp	ADJ
bitcs-2426	261	3	.	.	PUNCT
bitcs-2426	262	1	515	515	NUM
bitcs-2426	262	2	-	-	SYM
bitcs-2426	262	3	531)5	531)5	NUM
bitcs-2426	262	4	india	india	NOUN
bitcs-2426	262	5	.	.	PUNCT
bitcs-2426	263	1	[	[	X
bitcs-2426	263	2	2	2	NUM
bitcs-2426	263	3	]	]	PUNCT
bitcs-2426	263	4	brohée	brohée	PROPN
bitcs-2426	263	5	s.	s.	PROPN
bitcs-2426	263	6	,	,	PUNCT
bitcs-2426	263	7	barriot	barriot	PROPN
bitcs-2426	263	8	r.	r.	PROPN
bitcs-2426	263	9	,	,	PUNCT
bitcs-2426	263	10	&	&	CCONJ
bitcs-2426	263	11	moreau	moreau	PROPN
bitcs-2426	263	12	y.	y.	PROPN
bitcs-2426	263	13	(	(	PUNCT
bitcs-2426	263	14	2015).biological	2015).biological	ADJ
bitcs-2426	263	15	knowledge	knowledge	NOUN
bitcs-2426	263	16	bases	basis	NOUN
bitcs-2426	263	17	using	use	VERB
bitcs-2426	263	18	wikis	wiki	NOUN
bitcs-2426	263	19	:	:	PUNCT
bitcs-2426	263	20	combining	combine	VERB
bitcs-2426	263	21	the	the	DET
bitcs-2426	263	22	flexibility	flexibility	NOUN
bitcs-2426	263	23	of	of	ADP
bitcs-2426	263	24	wikis	wiki	NOUN
bitcs-2426	263	25	with	with	ADP
bitcs-2426	263	26	the	the	DET
bitcs-2426	263	27	structure	structure	NOUN
bitcs-2426	263	28	of	of	ADP
bitcs-2426	263	29	databases	database	NOUN
bitcs-2426	263	30	.	.	PUNCT
bitcs-2426	264	1	bioinformatics	bioinformatic	NOUN
bitcs-2426	264	2	,	,	PUNCT
bitcs-2426	264	3	oxford	oxford	PROPN
bitcs-2426	264	4	journals	journal	NOUN
bitcs-2426	264	5	.	.	PUNCT
bitcs-2426	265	1	[	[	X
bitcs-2426	265	2	3	3	X
bitcs-2426	265	3	]	]	X
bitcs-2426	265	4	wong	wong	PROPN
bitcs-2426	265	5	k.	k.	PROPN
bitcs-2426	265	6	(	(	PUNCT
bitcs-2426	265	7	2016).computational	2016).computational	ADJ
bitcs-2426	265	8	biology	biology	NOUN
bitcs-2426	265	9	and	and	CCONJ
bitcs-2426	265	10	bioinformatics	bioinformatics	NOUN
bitcs-2426	265	11	:	:	PUNCT
bitcs-2426	265	12	gene	gene	NOUN
bitcs-2426	265	13	regulation	regulation	NOUN
bitcs-2426	265	14	.	.	PUNCT
bitcs-2426	266	1	crc	crc	PROPN
bitcs-2426	266	2	press	press	PROPN
bitcs-2426	266	3	.	.	PUNCT
bitcs-2426	267	1	[	[	X
bitcs-2426	267	2	4	4	NUM
bitcs-2426	267	3	]	]	PUNCT
bitcs-2426	267	4	ziv	ziv	PROPN
bitcs-2426	267	5	b.	b.	PROPN
bitcs-2426	267	6	,	,	PUNCT
bitcs-2426	267	7	georg	georg	PROPN
bitcs-2426	267	8	g.	g.	PROPN
bitcs-2426	267	9	,	,	PUNCT
bitcs-2426	267	10	david	david	PROPN
bitcs-2426	267	11	k.	k.	PROPN
bitcs-2426	267	12	,	,	PUNCT
bitcs-2426	267	13	&	&	CCONJ
bitcs-2426	267	14	tommi	tommi	PROPN
bitcs-2426	267	15	s.	s.	PROPN
bitcs-2426	267	16	(	(	PUNCT
bitcs-2426	267	17	2015	2015	NUM
bitcs-2426	267	18	)	)	PUNCT
bitcs-2426	267	19	.	.	PUNCT
bitcs-2426	268	1	a	a	DET
bitcs-2426	268	2	new	new	ADJ
bitcs-2426	268	3	approach	approach	NOUN
bitcs-2426	268	4	to	to	ADP
bitcs-2426	268	5	analyzing	analyze	VERB
bitcs-2426	268	6	gene	gene	NOUN
bitcs-2426	268	7	expression	expression	NOUN
bitcs-2426	268	8	time	time	NOUN
bitcs-2426	268	9	series	series	PROPN
bitcs-2426	268	10	data	data	PROPN
bitcs-2426	268	11	.	.	PUNCT
bitcs-2426	269	1	whitehead	whitehead	PROPN
bitcs-2426	269	2	institute	institute	PROPN
bitcs-2426	269	3	for	for	ADP
bitcs-2426	269	4	biomedical	biomedical	ADJ
bitcs-2426	269	5	research	research	NOUN
bitcs-2426	269	6	.	.	PUNCT
bitcs-2426	270	1	[	[	X
bitcs-2426	270	2	5	5	NUM
bitcs-2426	270	3	]	]	X
bitcs-2426	270	4	wang	wang	PROPN
bitcs-2426	270	5	,	,	PUNCT
bitcs-2426	270	6	h.	h.	PROPN
bitcs-2426	270	7	,	,	PUNCT
bitcs-2426	270	8	wang	wang	PROPN
bitcs-2426	270	9	,	,	PUNCT
bitcs-2426	270	10	x.	x.	PROPN
bitcs-2426	270	11	,	,	PUNCT
bitcs-2426	270	12	xu	xu	PROPN
bitcs-2426	270	13	,	,	PUNCT
bitcs-2426	270	14	l.	l.	PROPN
bitcs-2426	270	15	et	et	PROPN
bitcs-2426	270	16	al	al	PROPN
bitcs-2426	270	17	.	.	PUNCT
bitcs-2426	271	1	(	(	PUNCT
bitcs-2426	271	2	2020).high	2020).high	NUM
bitcs-2426	271	3	expression	expression	NOUN
bitcs-2426	271	4	levels	level	NOUN
bitcs-2426	271	5	of	of	ADP
bitcs-2426	271	6	pyrimidine	pyrimidine	NOUN
bitcs-2426	271	7	metabolic	metabolic	NOUN
bitcs-2426	271	8	rate	rate	NOUN
bitcs-2426	271	9	–	–	PUNCT
bitcs-2426	271	10	limiting	limit	VERB
bitcs-2426	271	11	enzymes	enzyme	NOUN
bitcs-2426	271	12	are	be	AUX
bitcs-2426	271	13	adverse	adverse	ADJ
bitcs-2426	271	14	prognostic	prognostic	ADJ
bitcs-2426	271	15	factors	factor	NOUN
bitcs-2426	271	16	in	in	ADP
bitcs-2426	271	17	lung	lung	NOUN
bitcs-2426	271	18	adenocarcinoma	adenocarcinoma	NOUN
bitcs-2426	271	19	:	:	PUNCT
bitcs-2426	271	20	a	a	DET
bitcs-2426	271	21	study	study	NOUN
bitcs-2426	271	22	based	base	VERB
bitcs-2426	271	23	on	on	ADP
bitcs-2426	271	24	the	the	DET
bitcs-2426	271	25	cancer	cancer	NOUN
bitcs-2426	271	26	genome	genome	NOUN
bitcs-2426	271	27	atlas	atla	NOUN
bitcs-2426	271	28	and	and	CCONJ
bitcs-2426	271	29	gene	gene	NOUN
bitcs-2426	271	30	expression	expression	NOUN
bitcs-2426	271	31	omnibus	omnibus	NOUN
bitcs-2426	271	32	datasets	dataset	NOUN
bitcs-2426	271	33	.	.	PUNCT
bitcs-2426	272	1	purinergic	purinergic	NOUN
bitcs-2426	272	2	signalling	signal	VERB
bitcs-2426	272	3	16	16	NUM
bitcs-2426	272	4	,	,	PUNCT
bitcs-2426	272	5	347–366	347–366	NUM
bitcs-2426	272	6	(	(	PUNCT
bitcs-2426	272	7	2020	2020	NUM
bitcs-2426	272	8	)	)	PUNCT
bitcs-2426	272	9	.	.	PUNCT
bitcs-2426	273	1	https://doi.org/10.1007/s11302-02009711-4	https://doi.org/10.1007/s11302-02009711-4	PROPN
bitcs-2426	273	2	.	.	PUNCT
bitcs-2426	274	1	[	[	X
bitcs-2426	274	2	6	6	NUM
bitcs-2426	274	3	]	]	X
bitcs-2426	274	4	wenhui	wenhui	PROPN
bitcs-2426	274	5	,	,	PUNCT
bitcs-2426	274	6	y.	y.	PROPN
bitcs-2426	274	7	,	,	PUNCT
bitcs-2426	274	8	zhiyong	zhiyong	NOUN
bitcs-2426	274	9	l	l	NOUN
bitcs-2426	274	10	..	..	PUNCT
bitcs-2426	274	11	,	,	PUNCT
bitcs-2426	274	12	yuan	yuan	PROPN
bitcs-2426	274	13	,	,	PUNCT
bitcs-2426	274	14	li	li	PROPN
bitcs-2426	274	15	.	.	PROPN
bitcs-2426	274	16	,	,	PUNCT
bitcs-2426	274	17	jianbing	jianbing	NOUN
bitcs-2426	274	18	,	,	PUNCT
bitcs-2426	274	19	m.	m.	NOUN
bitcs-2426	274	20	,	,	PUNCT
bitcs-2426	274	21	mudan	mudan	PROPN
bitcs-2426	274	22	,	,	PUNCT
bitcs-2426	274	23	yang	yang	PROPN
bitcs-2426	274	24	.	.	PROPN
bitcs-2426	274	25	,	,	PUNCT
bitcs-2426	274	26	jun	jun	PROPN
bitcs-2426	274	27	,	,	PUNCT
bitcs-2426	274	28	x.(2019).immune	x.(2019).immune	ADJ
bitcs-2426	274	29	signature	signature	NOUN
bitcs-2426	274	30	profiling	profiling	NOUN
bitcs-2426	274	31	identified	identify	VERB
bitcs-2426	274	32	prognostic	prognostic	ADJ
bitcs-2426	274	33	factors	factor	NOUN
bitcs-2426	274	34	for	for	ADP
bitcs-2426	274	35	gastric	gastric	ADJ
bitcs-2426	274	36	cancer	cancer	NOUN
bitcs-2426	274	37	.	.	PUNCT
bitcs-2426	275	1	chinese	chinese	ADJ
bitcs-2426	275	2	journal	journal	PROPN
bitcs-2426	275	3	of	of	ADP
bitcs-2426	275	4	cancer	cancer	NOUN
bitcs-2426	275	5	research	research	NOUN
bitcs-2426	275	6	.	.	PUNCT
bitcs-2426	276	1	https//	https//	NOUN
bitcs-2426	276	2	doi	doi	PROPN
bitcs-2426	276	3	:	:	PUNCT
bitcs-2426	276	4	10.21147	10.21147	NUM
bitcs-2426	276	5	/	/	SYM
bitcs-2426	276	6	j.issn.1000	j.issn.1000	PROPN
bitcs-2426	276	7	-	-	PUNCT
bitcs-2426	276	8	9604.2019.03.08.[7	9604.2019.03.08.[7	PROPN
bitcs-2426	276	9	]	]	PUNCT
bitcs-2426	276	10	abolfazl	abolfazl	PROPN
bitcs-2426	276	11	r.	r.	PROPN
bitcs-2426	276	12	,	,	PUNCT
bitcs-2426	276	13	fatemeh	fatemeh	PROPN
bitcs-2426	276	14	a.	a.	PROPN
bitcs-2426	276	15	,	,	PUNCT
bitcs-2426	276	16	salendra	salendra	PROPN
bitcs-2426	276	17	s.	s.	PROPN
bitcs-2426	276	18	,	,	PUNCT
bitcs-2426	276	19	and	and	CCONJ
bitcs-2426	276	20	vinay	vinay	PROPN
bitcs-2426	276	21	v.	v.	PROPN
bitcs-2426	277	1	(	(	PUNCT
bitcs-2426	277	2	2016).networkbased	2016).networkbased	ADJ
bitcs-2426	277	3	enriched	enrich	VERB
bitcs-2426	277	4	gene	gene	NOUN
bitcs-2426	277	5	subnetwork	subnetwork	NOUN
bitcs-2426	277	6	identification	identification	NOUN
bitcs-2426	277	7	:	:	PUNCT
bitcs-2426	277	8	a	a	DET
bitcs-2426	277	9	game	game	NOUN
bitcs-2426	277	10	-	-	PUNCT
bitcs-2426	277	11	theoretic	theoretic	NOUN
bitcs-2426	277	12	approach	approach	NOUN
bitcs-2426	277	13	.	.	PUNCT
bitcs-2426	277	14	biomed	biome	VERB
bitcs-2426	277	15	eng	eng	PROPN
bitcs-2426	277	16	comput	comput	PROPN
bitcs-2426	277	17	biol	biol	PROPN
bitcs-2426	277	18	.	.	PUNCT
bitcs-2426	278	1	vol	vol	NOUN
bitcs-2426	278	2	.	.	PROPN
bitcs-2426	279	1	7	7	NUM
bitcs-2426	279	2	,	,	PUNCT
bitcs-2426	279	3	issue	issue	NOUN
bitcs-2426	279	4	2	2	NUM
bitcs-2426	279	5	,	,	PUNCT
bitcs-2426	279	6	pp	pp	ADJ
bitcs-2426	279	7	.	.	PUNCT
bitcs-2426	280	1	1–14	1–14	PROPN
bitcs-2426	280	2	.	.	PUNCT
bitcs-2426	281	1	[	[	X
bitcs-2426	281	2	8	8	NUM
bitcs-2426	281	3	]	]	PUNCT
bitcs-2426	281	4	oyelade	oyelade	NOUN
bitcs-2426	281	5	j.	j.	PROPN
bitcs-2426	281	6	,	,	PUNCT
bitcs-2426	281	7	itunuoluwa	itunuoluwa	PROPN
bitcs-2426	281	8	i.	i.	PROPN
bitcs-2426	281	9	,	,	PUNCT
bitcs-2426	281	10	funke	funke	PROPN
bitcs-2426	281	11	o.	o.	PROPN
bitcs-2426	281	12	,	,	PUNCT
bitcs-2426	281	13	olufemi	olufemi	PROPN
bitcs-2426	281	14	a.	a.	PROPN
bitcs-2426	281	15	,	,	PUNCT
bitcs-2426	281	16	efosa	efosa	PROPN
bitcs-2426	281	17	u.	u.	PROPN
bitcs-2426	281	18	,	,	PUNCT
bitcs-2426	281	19	faridah	faridah	PROPN
bitcs-2426	281	20	a.	a.	PROPN
bitcs-2426	281	21	,	,	PUNCT
bitcs-2426	281	22	moses	moses	PROPN
bitcs-2426	281	23	a.	a.	PROPN
bitcs-2426	281	24	,	,	PUNCT
bitcs-2426	281	25	and	and	CCONJ
bitcs-2426	281	26	ezekiel	ezekiel	PROPN
bitcs-2426	281	27	a.	a.	PROPN
bitcs-2426	281	28	(	(	PUNCT
bitcs-2426	281	29	2016	2016	NUM
bitcs-2426	281	30	)	)	PUNCT
bitcs-2426	281	31	.	.	PUNCT
bitcs-2426	282	1	clustering	cluster	VERB
bitcs-2426	282	2	algorithms	algorithm	NOUN
bitcs-2426	282	3	:	:	PUNCT
bitcs-2426	282	4	their	their	PRON
bitcs-2426	282	5	application	application	NOUN
bitcs-2426	282	6	to	to	PART
bitcs-2426	282	7	gene	gene	NOUN
bitcs-2426	282	8	expression	expression	NOUN
bitcs-2426	282	9	data	datum	NOUN
bitcs-2426	282	10	.	.	PUNCT
bitcs-2426	283	1	bioinformatics	bioinformatic	NOUN
bitcs-2426	283	2	and	and	CCONJ
bitcs-2426	283	3	biology	biology	NOUN
bitcs-2426	283	4	insights,10	insights,10	NOUN
bitcs-2426	283	5	,	,	PUNCT
bitcs-2426	283	6	237–253	237–253	NUM
bitcs-2426	283	7	.	.	PUNCT
bitcs-2426	284	1	[	[	X
bitcs-2426	284	2	9	9	NUM
bitcs-2426	284	3	]	]	SYM
bitcs-2426	284	4	thalia	thalia	PROPN
bitcs-2426	284	5	e.c	e.c	PROPN
bitcs-2426	284	6	.	.	PROPN
bitcs-2426	284	7	,	,	PUNCT
bitcs-2426	284	8	michael	michael	PROPN
bitcs-2426	284	9	p.h	p.h	PROPN
bitcs-2426	284	10	.	.	PROPN
bitcs-2426	284	11	,	,	PUNCT
bitcs-2426	284	12	and	and	CCONJ
bitcs-2426	284	13	ann	ann	PROPN
bitcs-2426	284	14	c.	c.	PROPN
bitcs-2426	284	15	(	(	PUNCT
bitcs-2426	284	16	2017).gene	2017).gene	NUM
bitcs-2426	284	17	regulatory	regulatory	ADJ
bitcs-2426	284	18	network	network	NOUN
bitcs-2426	284	19	inference	inference	NOUN
bitcs-2426	284	20	from	from	ADP
bitcs-2426	284	21	single	single	ADJ
bitcs-2426	284	22	-	-	PUNCT
bitcs-2426	284	23	cell	cell	NOUN
bitcs-2426	284	24	data	datum	NOUN
bitcs-2426	284	25	using	use	VERB
bitcs-2426	284	26	multivariate	multivariate	NOUN
bitcs-2426	284	27	information	information	NOUN
bitcs-2426	284	28	measures	measure	NOUN
bitcs-2426	284	29	.	.	PUNCT
bitcs-2426	285	1	cell	cell	NOUN
bitcs-2426	285	2	systems	system	NOUN
bitcs-2426	285	3	,	,	PUNCT
bitcs-2426	285	4	5	5	NUM
bitcs-2426	285	5	,	,	PUNCT
bitcs-2426	285	6	251–267	251–267	NUM
bitcs-2426	285	7	.	.	PUNCT
bitcs-2426	286	1	[	[	X
bitcs-2426	286	2	10	10	NUM
bitcs-2426	286	3	]	]	X
bitcs-2426	286	4	gwang	gwang	PROPN
bitcs-2426	286	5	h.	h.	PROPN
bitcs-2426	286	6	,	,	PUNCT
bitcs-2426	286	7	peter	peter	PROPN
bitcs-2426	286	8	s.	s.	PROPN
bitcs-2426	286	9	,	,	PUNCT
bitcs-2426	286	10	sung	sung	PROPN
bitcs-2426	286	11	j.	j.	PROPN
bitcs-2426	286	12	,	,	PUNCT
bitcs-2426	286	13	&	&	CCONJ
bitcs-2426	286	14	joo	joo	PROPN
bitcs-2426	286	15	h.	h.	PROPN
bitcs-2426	286	16	(	(	PUNCT
bitcs-2426	286	17	2016	2016	NUM
bitcs-2426	286	18	)	)	PUNCT
bitcs-2426	286	19	.	.	PUNCT
bitcs-2426	287	1	screening	screening	NOUN
bitcs-2426	287	2	and	and	CCONJ
bitcs-2426	287	3	surveillance	surveillance	NOUN
bitcs-2426	287	4	for	for	ADP
bitcs-2426	287	5	gastric	gastric	ADJ
bitcs-2426	287	6	cancer	cancer	NOUN
bitcs-2426	287	7	in	in	ADP
bitcs-2426	287	8	the	the	DET
bitcs-2426	287	9	united	united	PROPN
bitcs-2426	287	10	states	states	PROPN
bitcs-2426	287	11	:	:	PUNCT
bitcs-2426	287	12	is	be	AUX
bitcs-2426	287	13	it	it	PRON
bitcs-2426	287	14	needed	need	VERB
bitcs-2426	287	15	?	?	PUNCT
bitcs-2426	288	1	american	american	ADJ
bitcs-2426	288	2	society	society	NOUN
bitcs-2426	288	3	for	for	ADP
bitcs-2426	288	4	gastrointestinal	gastrointestinal	ADJ
bitcs-2426	288	5	endoscopy	endoscopy	NOUN
bitcs-2426	288	6	.	.	PUNCT
bitcs-2426	289	1	volume	volume	NOUN
bitcs-2426	289	2	84	84	NUM
bitcs-2426	289	3	,	,	PUNCT
bitcs-2426	289	4	no	no	INTJ
bitcs-2426	289	5	.	.	NOUN
bitcs-2426	289	6	1	1	NUM
bitcs-2426	289	7	,	,	PUNCT
bitcs-2426	289	8	pp	pp	ADJ
bitcs-2426	289	9	.	.	PUNCT
bitcs-2426	290	1	18	18	NUM
bitcs-2426	290	2	-	-	SYM
bitcs-2426	290	3	28	28	NUM
bitcs-2426	290	4	.	.	PUNCT
bitcs-2426	291	1	[	[	X
bitcs-2426	291	2	11	11	NUM
bitcs-2426	291	3	]	]	SYM
bitcs-2426	291	4	siregar	siregar	NOUN
bitcs-2426	291	5	,	,	PUNCT
bitcs-2426	291	6	amril	amril	NOUN
bitcs-2426	291	7	mutoi	mutoi	NOUN
bitcs-2426	291	8	,	,	PUNCT
bitcs-2426	291	9	et	et	PROPN
bitcs-2426	291	10	al	al	PROPN
bitcs-2426	291	11	.	.	PUNCT
bitcs-2426	292	1	"	"	PUNCT
bitcs-2426	292	2	perbandingan	perbandingan	ADJ
bitcs-2426	292	3	algoritme	algoritme	NOUN
bitcs-2426	292	4	klasifikasi	klasifikasi	PROPN
bitcs-2426	292	5	untuk	untuk	PROPN
bitcs-2426	292	6	prediksi	prediksi	PROPN
bitcs-2426	292	7	cuaca	cuaca	PROPN
bitcs-2426	292	8	.	.	PUNCT
bitcs-2426	292	9	"	"	PUNCT
bitcs-2426	293	1	jurnal	jurnal	ADJ
bitcs-2426	293	2	accounting	accounting	NOUN
bitcs-2426	293	3	information	information	NOUN
bitcs-2426	293	4	system	system	NOUN
bitcs-2426	293	5	(	(	PUNCT
bitcs-2426	293	6	aims	aim	VERB
bitcs-2426	293	7	)	)	PUNCT
bitcs-2426	293	8	3.1	3.1	NUM
bitcs-2426	293	9	(	(	PUNCT
bitcs-2426	293	10	2020	2020	NUM
bitcs-2426	293	11	):	):	PUNCT
bitcs-2426	293	12	15	15	NUM
bitcs-2426	293	13	-	-	SYM
bitcs-2426	293	14	24	24	NUM
bitcs-2426	293	15	.	.	PUNCT