id	sid	tid	token	lemma	pos
biht-273	1	1	1	1	X
biht-273	1	2	(	(	PUNCT
biht-273	1	3	page	page	NOUN
biht-273	1	4	number	number	NOUN
biht-273	1	5	not	not	PART
biht-273	1	6	for	for	ADP
biht-273	1	7	citation	citation	NOUN
biht-273	1	8	purpose	purpose	NOUN
biht-273	1	9	)	)	PUNCT
biht-273	1	10	editorial	editorial	NOUN
biht-273	1	11	problems	problem	NOUN
biht-273	1	12	with	with	ADP
biht-273	1	13	medical	medical	ADJ
biht-273	1	14	claims	claim	NOUN
biht-273	1	15	that	that	SCONJ
biht-273	1	16	artificial	artificial	ADJ
biht-273	1	17	intelligence	intelligence	NOUN
biht-273	1	18	(	(	PUNCT
biht-273	1	19	ai	ai	NOUN
biht-273	1	20	)	)	PUNCT
biht-273	1	21	and	and	CCONJ
biht-273	1	22	blockchain	blockchain	PROPN
biht-273	1	23	can	can	AUX
biht-273	1	24	fix	fix	VERB
biht-273	1	25	joe	joe	PROPN
biht-273	1	26	hawayek	hawayek	NOUN
biht-273	1	27	,	,	PUNCT
biht-273	1	28	mba1	mba1	PROPN
biht-273	1	29	,	,	PUNCT
biht-273	1	30	osama	osama	NOUN
biht-273	1	31	abouelkhir	abouelkhir	NOUN
biht-273	1	32	,	,	PUNCT
biht-273	1	33	md2	md2	PROPN
biht-273	1	34	1board	1board	NUM
biht-273	1	35	member	member	NOUN
biht-273	1	36	,	,	PUNCT
biht-273	1	37	tachyhealth	tachyhealth	NOUN
biht-273	1	38	,	,	PUNCT
biht-273	1	39	dubai	dubai	PROPN
biht-273	1	40	,	,	PUNCT
biht-273	1	41	united	united	PROPN
biht-273	1	42	arab	arab	PROPN
biht-273	1	43	emirates	emirates	PROPN
biht-273	1	44	;	;	PUNCT
biht-273	1	45	2board	2board	NUM
biht-273	1	46	member	member	NOUN
biht-273	1	47	,	,	PUNCT
biht-273	1	48	tachyhealth	tachyhealth	NOUN
biht-273	1	49	,	,	PUNCT
biht-273	1	50	dubai	dubai	PROPN
biht-273	1	51	,	,	PUNCT
biht-273	1	52	united	united	PROPN
biht-273	1	53	arab	arab	PROPN
biht-273	1	54	emirates	emirates	PROPN
biht-273	1	55	corresponding	corresponding	PROPN
biht-273	1	56	author	author	NOUN
biht-273	1	57	:	:	PUNCT
biht-273	1	58	joe	joe	PROPN
biht-273	1	59	hawayek	hawayek	PROPN
biht-273	1	60	,	,	PUNCT
biht-273	1	61	email	email	NOUN
biht-273	1	62	:	:	PUNCT
biht-273	1	63	joe@tachyhealth.com	joe@tachyhealth.com	PROPN
biht-273	1	64	keywords	keyword	VERB
biht-273	1	65	:	:	PUNCT
biht-273	1	66	aging	age	VERB
biht-273	1	67	population	population	NOUN
biht-273	1	68	,	,	PUNCT
biht-273	1	69	artificial	artificial	ADJ
biht-273	1	70	intelligence	intelligence	NOUN
biht-273	1	71	,	,	PUNCT
biht-273	1	72	blockchain	blockchain	PROPN
biht-273	1	73	,	,	PUNCT
biht-273	1	74	fraudulent	fraudulent	ADJ
biht-273	1	75	claims	claim	NOUN
biht-273	1	76	,	,	PUNCT
biht-273	1	77	healthcare	healthcare	NOUN
biht-273	1	78	utilization	utilization	NOUN
biht-273	1	79	,	,	PUNCT
biht-273	1	80	medical	medical	ADJ
biht-273	1	81	claims	claim	NOUN
biht-273	1	82	,	,	PUNCT
biht-273	1	83	middle	middle	PROPN
biht-273	1	84	east	east	PROPN
biht-273	1	85	submitted	submit	VERB
biht-273	1	86	:	:	PUNCT
biht-273	1	87	28	28	NUM
biht-273	1	88	may	may	PROPN
biht-273	1	89	2023	2023	NUM
biht-273	1	90	;	;	PUNCT
biht-273	1	91	accepted	accept	VERB
biht-273	1	92	:	:	PUNCT
biht-273	1	93	15	15	NUM
biht-273	1	94	june	june	PROPN
biht-273	1	95	2023	2023	NUM
biht-273	1	96	;	;	PUNCT
biht-273	1	97	published	publish	VERB
biht-273	1	98	:	:	PUNCT
biht-273	1	99	25	25	NUM
biht-273	1	100	july	july	PROPN
biht-273	1	101	2023	2023	NUM
biht-273	1	102	the	the	DET
biht-273	1	103	challenges	challenge	NOUN
biht-273	1	104	in	in	ADP
biht-273	1	105	medical	medical	ADJ
biht-273	1	106	claims	claim	NOUN
biht-273	1	107	in	in	ADP
biht-273	1	108	the	the	DET
biht-273	1	109	middle	middle	PROPN
biht-273	1	110	east	east	PROPN
biht-273	1	111	are	be	AUX
biht-273	1	112	significant	significant	ADJ
biht-273	1	113	.	.	PUNCT
biht-273	2	1	the	the	DET
biht-273	2	2	region	region	NOUN
biht-273	2	3	is	be	AUX
biht-273	2	4	witnessing	witness	VERB
biht-273	2	5	rapid	rapid	ADJ
biht-273	2	6	growth	growth	NOUN
biht-273	2	7	in	in	ADP
biht-273	2	8	healthcare	healthcare	NOUN
biht-273	2	9	utilization	utilization	NOUN
biht-273	2	10	and	and	CCONJ
biht-273	2	11	expenditures	expenditure	NOUN
biht-273	2	12	,	,	PUNCT
biht-273	2	13	making	make	VERB
biht-273	2	14	it	it	PRON
biht-273	2	15	crucial	crucial	ADJ
biht-273	2	16	to	to	PART
biht-273	2	17	find	find	VERB
biht-273	2	18	effective	effective	ADJ
biht-273	2	19	ways	way	NOUN
biht-273	2	20	to	to	PART
biht-273	2	21	manage	manage	VERB
biht-273	2	22	and	and	CCONJ
biht-273	2	23	control	control	VERB
biht-273	2	24	medical	medical	ADJ
biht-273	2	25	claims	claim	NOUN
biht-273	2	26	costs	cost	NOUN
biht-273	2	27	.	.	PUNCT
biht-273	3	1	factors	factor	NOUN
biht-273	3	2	such	such	ADJ
biht-273	3	3	as	as	ADP
biht-273	3	4	an	an	DET
biht-273	3	5	aging	age	VERB
biht-273	3	6	population	population	NOUN
biht-273	3	7	,	,	PUNCT
biht-273	3	8	rising	rise	VERB
biht-273	3	9	chronic	chronic	ADJ
biht-273	3	10	disease	disease	NOUN
biht-273	3	11	burden	burden	NOUN
biht-273	3	12	,	,	PUNCT
biht-273	3	13	and	and	CCONJ
biht-273	3	14	increased	increase	VERB
biht-273	3	15	demand	demand	NOUN
biht-273	3	16	for	for	ADP
biht-273	3	17	healthcare	healthcare	NOUN
biht-273	3	18	services	service	NOUN
biht-273	3	19	put	put	VERB
biht-273	3	20	pressure	pressure	NOUN
biht-273	3	21	on	on	ADP
biht-273	3	22	healthcare	healthcare	NOUN
biht-273	3	23	systems	system	NOUN
biht-273	3	24	and	and	CCONJ
biht-273	3	25	insurance	insurance	NOUN
biht-273	3	26	providers	provider	NOUN
biht-273	3	27	.	.	PUNCT
biht-273	4	1	in	in	ADP
biht-273	4	2	addition	addition	NOUN
biht-273	4	3	,	,	PUNCT
biht-273	4	4	the	the	DET
biht-273	4	5	complexity	complexity	NOUN
biht-273	4	6	of	of	ADP
biht-273	4	7	healthcare	healthcare	PROPN
biht-273	4	8	delivery	delivery	NOUN
biht-273	4	9	systems	system	NOUN
biht-273	4	10	,	,	PUNCT
biht-273	4	11	reimbursement	reimbursement	NOUN
biht-273	4	12	models	model	NOUN
biht-273	4	13	,	,	PUNCT
biht-273	4	14	and	and	CCONJ
biht-273	4	15	varying	vary	VERB
biht-273	4	16	regulatory	regulatory	ADJ
biht-273	4	17	environments	environment	NOUN
biht-273	4	18	in	in	ADP
biht-273	4	19	the	the	DET
biht-273	4	20	middle	middle	PROPN
biht-273	4	21	east	east	PROPN
biht-273	4	22	poses	pose	VERB
biht-273	4	23	unique	unique	ADJ
biht-273	4	24	challenges	challenge	NOUN
biht-273	4	25	for	for	ADP
biht-273	4	26	medical	medical	ADJ
biht-273	4	27	claims	claim	NOUN
biht-273	4	28	management	management	NOUN
biht-273	4	29	.	.	PUNCT
biht-273	5	1	there	there	PRON
biht-273	5	2	is	be	VERB
biht-273	5	3	a	a	DET
biht-273	5	4	need	need	NOUN
biht-273	5	5	for	for	ADP
biht-273	5	6	streamlined	streamlined	ADJ
biht-273	5	7	processes	process	NOUN
biht-273	5	8	,	,	PUNCT
biht-273	5	9	standardized	standardized	ADJ
biht-273	5	10	practices	practice	NOUN
biht-273	5	11	,	,	PUNCT
biht-273	5	12	and	and	CCONJ
biht-273	5	13	effective	effective	ADJ
biht-273	5	14	utilization	utilization	NOUN
biht-273	5	15	management	management	NOUN
biht-273	5	16	to	to	PART
biht-273	5	17	ensure	ensure	VERB
biht-273	5	18	accurate	accurate	ADJ
biht-273	5	19	and	and	CCONJ
biht-273	5	20	timely	timely	ADJ
biht-273	5	21	claims	claim	NOUN
biht-273	5	22	processing	processing	NOUN
biht-273	5	23	while	while	SCONJ
biht-273	5	24	preventing	prevent	VERB
biht-273	5	25	fraud	fraud	NOUN
biht-273	5	26	and	and	CCONJ
biht-273	5	27	abuse	abuse	NOUN
biht-273	5	28	.	.	PUNCT
biht-273	6	1	here	here	ADV
biht-273	6	2	,	,	PUNCT
biht-273	6	3	i	i	PRON
biht-273	6	4	share	share	VERB
biht-273	6	5	my	my	PRON
biht-273	6	6	experience	experience	NOUN
biht-273	6	7	in	in	ADP
biht-273	6	8	managing	manage	VERB
biht-273	6	9	medical	medical	ADJ
biht-273	6	10	claims	claim	NOUN
biht-273	6	11	,	,	PUNCT
biht-273	6	12	implementing	implement	VERB
biht-273	6	13	digital	digital	ADJ
biht-273	6	14	health	health	NOUN
biht-273	6	15	solutions	solution	NOUN
biht-273	6	16	,	,	PUNCT
biht-273	6	17	and	and	CCONJ
biht-273	6	18	understanding	understanding	NOUN
biht-273	6	19	of	of	ADP
biht-273	6	20	the	the	DET
biht-273	6	21	healthcare	healthcare	NOUN
biht-273	6	22	landscape	landscape	NOUN
biht-273	6	23	in	in	ADP
biht-273	6	24	the	the	DET
biht-273	6	25	middle	middle	PROPN
biht-273	6	26	east	east	PROPN
biht-273	6	27	.	.	PUNCT
biht-273	7	1	insights	insight	NOUN
biht-273	7	2	and	and	CCONJ
biht-273	7	3	recommendations	recommendation	NOUN
biht-273	7	4	come	come	VERB
biht-273	7	5	from	from	ADP
biht-273	7	6	extensive	extensive	ADJ
biht-273	7	7	discussions	discussion	NOUN
biht-273	7	8	and	and	CCONJ
biht-273	7	9	debates	debate	NOUN
biht-273	7	10	with	with	ADP
biht-273	7	11	ecosystem	ecosystem	NOUN
biht-273	7	12	partners	partner	NOUN
biht-273	7	13	to	to	PART
biht-273	7	14	address	address	VERB
biht-273	7	15	these	these	DET
biht-273	7	16	challenges	challenge	NOUN
biht-273	7	17	.	.	PUNCT
biht-273	8	1	the	the	DET
biht-273	8	2	objective	objective	NOUN
biht-273	8	3	here	here	ADV
biht-273	8	4	is	be	AUX
biht-273	8	5	to	to	PART
biht-273	8	6	raise	raise	VERB
biht-273	8	7	awareness	awareness	NOUN
biht-273	8	8	of	of	ADP
biht-273	8	9	the	the	DET
biht-273	8	10	challenges	challenge	NOUN
biht-273	8	11	in	in	ADP
biht-273	8	12	medical	medical	ADJ
biht-273	8	13	claims	claim	NOUN
biht-273	8	14	in	in	ADP
biht-273	8	15	the	the	DET
biht-273	8	16	middle	middle	PROPN
biht-273	8	17	east	east	PROPN
biht-273	8	18	,	,	PUNCT
biht-273	8	19	share	share	VERB
biht-273	8	20	best	good	ADJ
biht-273	8	21	practices	practice	NOUN
biht-273	8	22	,	,	PUNCT
biht-273	8	23	and	and	CCONJ
biht-273	8	24	propose	propose	VERB
biht-273	8	25	innovative	innovative	ADJ
biht-273	8	26	strategies	strategy	NOUN
biht-273	8	27	designed	design	VERB
biht-273	8	28	to	to	PART
biht-273	8	29	improve	improve	VERB
biht-273	8	30	the	the	DET
biht-273	8	31	efficiency	efficiency	NOUN
biht-273	8	32	,	,	PUNCT
biht-273	8	33	accuracy	accuracy	NOUN
biht-273	8	34	,	,	PUNCT
biht-273	8	35	and	and	CCONJ
biht-273	8	36	cost	cost	NOUN
biht-273	8	37	-	-	PUNCT
biht-273	8	38	effectiveness	effectiveness	NOUN
biht-273	8	39	of	of	ADP
biht-273	8	40	medical	medical	ADJ
biht-273	8	41	claims	claim	NOUN
biht-273	8	42	processing	processing	NOUN
biht-273	8	43	in	in	ADP
biht-273	8	44	the	the	DET
biht-273	8	45	region	region	NOUN
biht-273	8	46	.	.	PUNCT
biht-273	9	1	issues	issue	NOUN
biht-273	9	2	related	relate	VERB
biht-273	9	3	to	to	ADP
biht-273	9	4	payment	payment	NOUN
biht-273	9	5	of	of	ADP
biht-273	9	6	fraudulent	fraudulent	ADJ
biht-273	9	7	claims	claim	NOUN
biht-273	9	8	and	and	CCONJ
biht-273	9	9	non	non	ADJ
biht-273	9	10	-	-	NOUN
biht-273	9	11	payment	payment	NOUN
biht-273	9	12	of	of	ADP
biht-273	9	13	valid	valid	ADJ
biht-273	9	14	claims	claim	NOUN
biht-273	9	15	are	be	AUX
biht-273	9	16	presented	present	VERB
biht-273	9	17	as	as	SCONJ
biht-273	9	18	follows	follow	VERB
biht-273	9	19	.	.	PUNCT
biht-273	10	1	problem	problem	NOUN
biht-273	10	2	1	1	NUM
biht-273	10	3	.	.	PUNCT
biht-273	10	4	unpaid	unpaid	VERB
biht-273	10	5	valid	valid	ADJ
biht-273	10	6	claims	claim	NOUN
biht-273	10	7	hospitals	hospital	NOUN
biht-273	10	8	want	want	VERB
biht-273	10	9	to	to	PART
biht-273	10	10	address	address	VERB
biht-273	10	11	(	(	PUNCT
biht-273	10	12	table	table	NOUN
biht-273	10	13	1	1	NUM
biht-273	10	14	)	)	PUNCT
biht-273	10	15	•	•	NUM
biht-273	10	16	delayed	delay	VERB
biht-273	10	17	or	or	CCONJ
biht-273	10	18	denied	deny	VERB
biht-273	10	19	treatment	treatment	NOUN
biht-273	10	20	:	:	PUNCT
biht-273	10	21	valid	valid	ADJ
biht-273	10	22	claims	claim	NOUN
biht-273	10	23	not	not	PART
biht-273	10	24	paid	pay	VERB
biht-273	10	25	in	in	ADP
biht-273	10	26	a	a	DET
biht-273	10	27	timely	timely	ADJ
biht-273	10	28	manner	manner	NOUN
biht-273	10	29	can	can	AUX
biht-273	10	30	result	result	VERB
biht-273	10	31	in	in	ADP
biht-273	10	32	delays	delay	NOUN
biht-273	10	33	or	or	CCONJ
biht-273	10	34	denials	denial	NOUN
biht-273	10	35	of	of	ADP
biht-273	10	36	necessary	necessary	ADJ
biht-273	10	37	medical	medical	ADJ
biht-273	10	38	treatment	treatment	NOUN
biht-273	10	39	.	.	PUNCT
biht-273	11	1	this	this	PRON
biht-273	11	2	can	can	AUX
biht-273	11	3	adversely	adversely	ADV
biht-273	11	4	affect	affect	VERB
biht-273	11	5	the	the	DET
biht-273	11	6	health	health	NOUN
biht-273	11	7	and	and	CCONJ
biht-273	11	8	well	well	ADV
biht-273	11	9	-	-	PUNCT
biht-273	11	10	being	being	NOUN
biht-273	11	11	of	of	ADP
biht-273	11	12	the	the	DET
biht-273	11	13	insured	insure	VERB
biht-273	11	14	individuals	individual	NOUN
biht-273	11	15	.	.	PUNCT
biht-273	12	1	•	•	NUM
biht-273	12	2	the	the	DET
biht-273	12	3	financial	financial	ADJ
biht-273	12	4	burden	burden	NOUN
biht-273	12	5	on	on	ADP
biht-273	12	6	patients	patient	NOUN
biht-273	12	7	:	:	PUNCT
biht-273	12	8	when	when	SCONJ
biht-273	12	9	the	the	DET
biht-273	12	10	insurer	insurer	NOUN
biht-273	12	11	does	do	AUX
biht-273	12	12	not	not	PART
biht-273	12	13	pay	pay	VERB
biht-273	12	14	valid	valid	ADJ
biht-273	12	15	claims	claim	NOUN
biht-273	12	16	,	,	PUNCT
biht-273	12	17	individuals	individual	NOUN
biht-273	12	18	may	may	AUX
biht-273	12	19	be	be	AUX
biht-273	12	20	forced	force	VERB
biht-273	12	21	to	to	PART
biht-273	12	22	bear	bear	VERB
biht-273	12	23	the	the	DET
biht-273	12	24	financial	financial	ADJ
biht-273	12	25	burden	burden	NOUN
biht-273	12	26	of	of	ADP
biht-273	12	27	medical	medical	ADJ
biht-273	12	28	expenses	expense	NOUN
biht-273	12	29	,	,	PUNCT
biht-273	12	30	which	which	PRON
biht-273	12	31	can	can	AUX
biht-273	12	32	be	be	AUX
biht-273	12	33	significant	significant	ADJ
biht-273	12	34	and	and	CCONJ
biht-273	12	35	cause	cause	VERB
biht-273	12	36	financial	financial	ADJ
biht-273	12	37	hardship	hardship	NOUN
biht-273	12	38	.	.	PUNCT
biht-273	13	1	•	•	NUM
biht-273	13	2	loss	loss	NOUN
biht-273	13	3	of	of	ADP
biht-273	13	4	trust	trust	NOUN
biht-273	13	5	:	:	PUNCT
biht-273	13	6	unpaid	unpaid	VERB
biht-273	13	7	valid	valid	ADJ
biht-273	13	8	claims	claim	NOUN
biht-273	13	9	can	can	AUX
biht-273	13	10	erode	erode	VERB
biht-273	13	11	trust	trust	NOUN
biht-273	13	12	between	between	ADP
biht-273	13	13	insured	insure	VERB
biht-273	13	14	individuals	individual	NOUN
biht-273	13	15	and	and	CCONJ
biht-273	13	16	their	their	PRON
biht-273	13	17	insurance	insurance	NOUN
biht-273	13	18	provider	provider	NOUN
biht-273	13	19	.	.	PUNCT
biht-273	14	1	this	this	PRON
biht-273	14	2	can	can	AUX
biht-273	14	3	lead	lead	VERB
biht-273	14	4	to	to	ADP
biht-273	14	5	dissatisfaction	dissatisfaction	NOUN
biht-273	14	6	and	and	CCONJ
biht-273	14	7	frustration	frustration	NOUN
biht-273	14	8	,	,	PUNCT
biht-273	14	9	damaging	damage	VERB
biht-273	14	10	the	the	DET
biht-273	14	11	insurer	insurer	NOUN
biht-273	14	12	’s	’s	PART
biht-273	14	13	reputation	reputation	NOUN
biht-273	14	14	.	.	PUNCT
biht-273	15	1	problem	problem	NOUN
biht-273	15	2	2	2	NUM
biht-273	15	3	.	.	PUNCT
biht-273	15	4	paid	pay	VERB
biht-273	15	5	fraudulent	fraudulent	ADJ
biht-273	15	6	or	or	CCONJ
biht-273	15	7	inappropriate	inappropriate	ADJ
biht-273	15	8	claims	claim	NOUN
biht-273	15	9	insurers	insurer	NOUN
biht-273	15	10	want	want	VERB
biht-273	15	11	to	to	PART
biht-273	15	12	address	address	VERB
biht-273	15	13	(	(	PUNCT
biht-273	15	14	table	table	NOUN
biht-273	15	15	2	2	NUM
biht-273	15	16	)	)	PUNCT
biht-273	15	17	•	•	NUM
biht-273	15	18	increased	increase	VERB
biht-273	15	19	costs	cost	NOUN
biht-273	15	20	:	:	PUNCT
biht-273	15	21	paying	pay	VERB
biht-273	15	22	fraudulent	fraudulent	ADJ
biht-273	15	23	or	or	CCONJ
biht-273	15	24	inappropriate	inappropriate	ADJ
biht-273	15	25	claims	claim	NOUN
biht-273	15	26	can	can	AUX
biht-273	15	27	result	result	VERB
biht-273	15	28	in	in	ADP
biht-273	15	29	increased	increase	VERB
biht-273	15	30	healthcare	healthcare	NOUN
biht-273	15	31	costs	cost	NOUN
biht-273	15	32	for	for	ADP
biht-273	15	33	the	the	DET
biht-273	15	34	insurer	insurer	NOUN
biht-273	15	35	and	and	CCONJ
biht-273	15	36	the	the	DET
biht-273	15	37	insured	insured	ADJ
biht-273	15	38	population	population	NOUN
biht-273	15	39	as	as	ADP
biht-273	15	40	a	a	DET
biht-273	15	41	whole	whole	NOUN
biht-273	15	42	.	.	PUNCT
biht-273	16	1	this	this	PRON
biht-273	16	2	can	can	AUX
biht-273	16	3	lead	lead	VERB
biht-273	16	4	to	to	ADP
biht-273	16	5	higher	high	ADJ
biht-273	16	6	premiums	premium	NOUN
biht-273	16	7	for	for	ADP
biht-273	16	8	policyholders	policyholder	NOUN
biht-273	16	9	and	and	CCONJ
biht-273	16	10	strain	strain	VERB
biht-273	16	11	the	the	DET
biht-273	16	12	sustainability	sustainability	NOUN
biht-273	16	13	of	of	ADP
biht-273	16	14	the	the	DET
biht-273	16	15	insurance	insurance	NOUN
biht-273	16	16	system	system	NOUN
biht-273	16	17	.	.	PUNCT
biht-273	17	1	blockchain	blockchain	PROPN
biht-273	17	2	in	in	ADP
biht-273	17	3	healthcare	healthcare	PROPN
biht-273	17	4	today	today	NOUN
biht-273	17	5	issn	issn	PROPN
biht-273	17	6	2573	2573	NUM
biht-273	17	7	-	-	SYM
biht-273	17	8	8240	8240	NUM
biht-273	17	9	table	table	NOUN
biht-273	17	10	1	1	NUM
biht-273	17	11	.	.	PUNCT
biht-273	17	12	defining	define	VERB
biht-273	17	13	the	the	DET
biht-273	17	14	distinction	distinction	NOUN
biht-273	17	15	between	between	ADP
biht-273	17	16	valid	valid	ADJ
biht-273	17	17	and	and	CCONJ
biht-273	17	18	fraudulent	fraudulent	ADJ
biht-273	17	19	claims	claim	NOUN
biht-273	17	20	in	in	ADP
biht-273	17	21	medical	medical	ADJ
biht-273	17	22	insurance	insurance	NOUN
biht-273	17	23	valid	valid	ADJ
biht-273	17	24	and	and	CCONJ
biht-273	17	25	legitimate	legitimate	ADJ
biht-273	17	26	medical	medical	ADJ
biht-273	17	27	claim	claim	NOUN
biht-273	17	28	fraudulent	fraudulent	ADJ
biht-273	17	29	or	or	CCONJ
biht-273	17	30	inappropriate	inappropriate	ADJ
biht-273	17	31	claims	claim	NOUN
biht-273	17	32	typically	typically	ADV
biht-273	17	33	involve	involve	VERB
biht-273	17	34	services	service	NOUN
biht-273	17	35	and	and	CCONJ
biht-273	17	36	treatments	treatment	NOUN
biht-273	17	37	necessary	necessary	ADJ
biht-273	17	38	for	for	ADP
biht-273	17	39	diagnosis	diagnosis	NOUN
biht-273	17	40	,	,	PUNCT
biht-273	17	41	treatment	treatment	NOUN
biht-273	17	42	,	,	PUNCT
biht-273	17	43	or	or	CCONJ
biht-273	17	44	prevention	prevention	NOUN
biht-273	17	45	of	of	ADP
biht-273	17	46	a	a	DET
biht-273	17	47	medical	medical	ADJ
biht-273	17	48	condition	condition	NOUN
biht-273	17	49	.	.	PUNCT
biht-273	18	1	•	•	NUM
biht-273	18	2	doctor	doctor	NOUN
biht-273	18	3	visits	visit	NOUN
biht-273	18	4	•	•	PRON
biht-273	18	5	hospital	hospital	NOUN
biht-273	18	6	stays	stay	VERB
biht-273	18	7	•	•	ADP
biht-273	18	8	surgeries	surgery	NOUN
biht-273	18	9	•	•	NOUN
biht-273	18	10	prescription	prescription	NOUN
biht-273	18	11	medications	medication	NOUN
biht-273	18	12	•	•	ADV
biht-273	18	13	medically	medically	ADV
biht-273	18	14	necessary	necessary	ADJ
biht-273	18	15	tests	test	NOUN
biht-273	18	16	or	or	CCONJ
biht-273	18	17	procedures	procedure	NOUN
biht-273	18	18	insurance	insurance	NOUN
biht-273	18	19	companies	company	NOUN
biht-273	18	20	are	be	AUX
biht-273	18	21	obligated	obligate	VERB
biht-273	18	22	to	to	PART
biht-273	18	23	cover	cover	VERB
biht-273	18	24	these	these	DET
biht-273	18	25	types	type	NOUN
biht-273	18	26	of	of	ADP
biht-273	18	27	claims	claim	NOUN
biht-273	18	28	as	as	ADP
biht-273	18	29	per	per	ADP
biht-273	18	30	the	the	DET
biht-273	18	31	terms	term	NOUN
biht-273	18	32	of	of	ADP
biht-273	18	33	the	the	DET
biht-273	18	34	policy	policy	NOUN
biht-273	18	35	.	.	PUNCT
biht-273	19	1	may	may	AUX
biht-273	19	2	involve	involve	VERB
biht-273	19	3	:	:	PUNCT
biht-273	19	4	•	•	ADP
biht-273	19	5	intentional	intentional	ADJ
biht-273	19	6	misrepresentation	misrepresentation	NOUN
biht-273	19	7	of	of	ADP
biht-273	19	8	information	information	NOUN
biht-273	19	9	•	•	NOUN
biht-273	19	10	billing	billing	NOUN
biht-273	19	11	for	for	ADP
biht-273	19	12	services	service	NOUN
biht-273	19	13	not	not	PART
biht-273	19	14	provided	provide	VERB
biht-273	19	15	•	•	NUM
biht-273	19	16	seeking	seek	VERB
biht-273	19	17	reimbursement	reimbursement	NOUN
biht-273	19	18	for	for	ADP
biht-273	19	19	unnecessary	unnecessary	ADJ
biht-273	19	20	or	or	CCONJ
biht-273	19	21	excessive	excessive	ADJ
biht-273	19	22	treatments	treatment	NOUN
biht-273	19	23	such	such	ADJ
biht-273	19	24	claims	claim	NOUN
biht-273	19	25	may	may	AUX
biht-273	19	26	be	be	AUX
biht-273	19	27	made	make	VERB
biht-273	19	28	with	with	ADP
biht-273	19	29	the	the	DET
biht-273	19	30	intention	intention	NOUN
biht-273	19	31	of	of	ADP
biht-273	19	32	obtaining	obtain	VERB
biht-273	19	33	financial	financial	ADJ
biht-273	19	34	gain	gain	NOUN
biht-273	19	35	improperly	improperly	ADV
biht-273	19	36	or	or	CCONJ
biht-273	19	37	abusing	abuse	VERB
biht-273	19	38	the	the	DET
biht-273	19	39	insurance	insurance	NOUN
biht-273	19	40	system	system	NOUN
biht-273	19	41	.	.	PUNCT
biht-273	20	1	mailto:joe@tachyhealth.com	mailto:joe@tachyhealth.com	X
biht-273	21	1	citation	citation	NOUN
biht-273	21	2	:	:	PUNCT
biht-273	22	1	blockchain	blockchain	NOUN
biht-273	22	2	in	in	ADP
biht-273	22	3	healthcare	healthcare	NOUN
biht-273	22	4	today	today	NOUN
biht-273	22	5	2023	2023	NUM
biht-273	22	6	,	,	PUNCT
biht-273	22	7	6	6	NUM
biht-273	22	8	:	:	SYM
biht-273	22	9	273	273	NUM
biht-273	22	10	https://doi.org/10.30953/bhty.v6.273	https://doi.org/10.30953/bhty.v6.273	NOUN
biht-273	22	11	2	2	NUM
biht-273	22	12	(	(	PUNCT
biht-273	22	13	page	page	NOUN
biht-273	22	14	number	number	NOUN
biht-273	22	15	not	not	PART
biht-273	22	16	for	for	ADP
biht-273	22	17	citation	citation	NOUN
biht-273	22	18	purpose	purpose	NOUN
biht-273	22	19	)	)	PUNCT
biht-273	22	20	joe	joe	PROPN
biht-273	22	21	hawayek	hawayek	NOUN
biht-273	22	22	and	and	CCONJ
biht-273	22	23	osama	osama	NOUN
biht-273	22	24	abouelkhir	abouelkhir	NOUN
biht-273	22	25	•	•	NOUN
biht-273	22	26	diversion	diversion	NOUN
biht-273	22	27	of	of	ADP
biht-273	22	28	resources	resource	NOUN
biht-273	22	29	:	:	PUNCT
biht-273	22	30	when	when	SCONJ
biht-273	22	31	funds	fund	NOUN
biht-273	22	32	are	be	AUX
biht-273	22	33	allocated	allocate	VERB
biht-273	22	34	to	to	ADP
biht-273	22	35	fraudulent	fraudulent	ADJ
biht-273	22	36	or	or	CCONJ
biht-273	22	37	inappropriate	inappropriate	ADJ
biht-273	22	38	claims	claim	NOUN
biht-273	22	39	,	,	PUNCT
biht-273	22	40	it	it	PRON
biht-273	22	41	diverts	divert	VERB
biht-273	22	42	resources	resource	NOUN
biht-273	22	43	away	away	ADV
biht-273	22	44	from	from	ADP
biht-273	22	45	legitimate	legitimate	ADJ
biht-273	22	46	healthcare	healthcare	NOUN
biht-273	22	47	needs	need	NOUN
biht-273	22	48	.	.	PUNCT
biht-273	23	1	this	this	PRON
biht-273	23	2	can	can	AUX
biht-273	23	3	impact	impact	VERB
biht-273	23	4	the	the	DET
biht-273	23	5	availability	availability	NOUN
biht-273	23	6	and	and	CCONJ
biht-273	23	7	affordability	affordability	NOUN
biht-273	23	8	of	of	ADP
biht-273	23	9	healthcare	healthcare	NOUN
biht-273	23	10	services	service	NOUN
biht-273	23	11	for	for	ADP
biht-273	23	12	those	those	PRON
biht-273	23	13	who	who	PRON
biht-273	23	14	genuinely	genuinely	ADV
biht-273	23	15	require	require	VERB
biht-273	23	16	them	they	PRON
biht-273	23	17	.	.	PUNCT
biht-273	24	1	•	•	NUM
biht-273	24	2	undermining	undermine	VERB
biht-273	24	3	the	the	DET
biht-273	24	4	integrity	integrity	NOUN
biht-273	24	5	of	of	ADP
biht-273	24	6	the	the	DET
biht-273	24	7	system	system	NOUN
biht-273	24	8	:	:	PUNCT
biht-273	24	9	paying	pay	VERB
biht-273	24	10	fraudulent	fraudulent	ADJ
biht-273	24	11	claims	claim	NOUN
biht-273	24	12	undermines	undermine	VERB
biht-273	24	13	the	the	DET
biht-273	24	14	integrity	integrity	NOUN
biht-273	24	15	of	of	ADP
biht-273	24	16	the	the	DET
biht-273	24	17	insurance	insurance	NOUN
biht-273	24	18	system	system	NOUN
biht-273	24	19	and	and	CCONJ
biht-273	24	20	creates	create	VERB
biht-273	24	21	an	an	DET
biht-273	24	22	environment	environment	NOUN
biht-273	24	23	that	that	PRON
biht-273	24	24	encourages	encourage	VERB
biht-273	24	25	further	further	ADJ
biht-273	24	26	fraudulent	fraudulent	ADJ
biht-273	24	27	activities	activity	NOUN
biht-273	24	28	.	.	PUNCT
biht-273	25	1	it	it	PRON
biht-273	25	2	can	can	AUX
biht-273	25	3	also	also	ADV
biht-273	25	4	lead	lead	VERB
biht-273	25	5	to	to	ADP
biht-273	25	6	higher	high	ADJ
biht-273	25	7	levels	level	NOUN
biht-273	25	8	of	of	ADP
biht-273	25	9	waste	waste	NOUN
biht-273	25	10	,	,	PUNCT
biht-273	25	11	fraud	fraud	NOUN
biht-273	25	12	,	,	PUNCT
biht-273	25	13	and	and	CCONJ
biht-273	25	14	abuse	abuse	NOUN
biht-273	25	15	in	in	ADP
biht-273	25	16	the	the	DET
biht-273	25	17	healthcare	healthcare	NOUN
biht-273	25	18	industry	industry	NOUN
biht-273	25	19	.	.	PUNCT
biht-273	26	1	how	how	SCONJ
biht-273	26	2	ai	ai	AUX
biht-273	26	3	and	and	CCONJ
biht-273	26	4	blockchain	blockchain	PROPN
biht-273	26	5	technologies	technology	NOUN
biht-273	26	6	contribute	contribute	VERB
biht-273	26	7	to	to	ADP
biht-273	26	8	resolving	resolve	VERB
biht-273	26	9	issues	issue	NOUN
biht-273	26	10	in	in	ADP
biht-273	26	11	medical	medical	ADJ
biht-273	26	12	insurance	insurance	NOUN
biht-273	26	13	claims	claim	VERB
biht-273	26	14	artificial	artificial	ADJ
biht-273	26	15	intelligence	intelligence	NOUN
biht-273	26	16	.	.	PUNCT
biht-273	27	1	•	•	NUM
biht-273	27	2	fraud	fraud	NOUN
biht-273	27	3	detection	detection	NOUN
biht-273	27	4	:	:	PUNCT
biht-273	27	5	ai	ai	VERB
biht-273	27	6	-	-	PUNCT
biht-273	27	7	powered	power	VERB
biht-273	27	8	algorithms	algorithm	NOUN
biht-273	27	9	can	can	AUX
biht-273	27	10	analyze	analyze	VERB
biht-273	27	11	vast	vast	ADJ
biht-273	27	12	amounts	amount	NOUN
biht-273	27	13	of	of	ADP
biht-273	27	14	data	datum	NOUN
biht-273	27	15	,	,	PUNCT
biht-273	27	16	including	include	VERB
biht-273	27	17	medical	medical	ADJ
biht-273	27	18	records	record	NOUN
biht-273	27	19	,	,	PUNCT
biht-273	27	20	billing	billing	NOUN
biht-273	27	21	patterns	pattern	NOUN
biht-273	27	22	,	,	PUNCT
biht-273	27	23	and	and	CCONJ
biht-273	27	24	historical	historical	ADJ
biht-273	27	25	claim	claim	NOUN
biht-273	27	26	data	datum	NOUN
biht-273	27	27	,	,	PUNCT
biht-273	27	28	to	to	PART
biht-273	27	29	identify	identify	VERB
biht-273	27	30	patterns	pattern	NOUN
biht-273	27	31	indicative	indicative	ADJ
biht-273	27	32	of	of	ADP
biht-273	27	33	fraudulent	fraudulent	ADJ
biht-273	27	34	or	or	CCONJ
biht-273	27	35	inappropriate	inappropriate	ADJ
biht-273	27	36	claims	claim	NOUN
biht-273	27	37	.	.	PUNCT
biht-273	28	1	machine	machine	NOUN
biht-273	28	2	learning	learning	NOUN
biht-273	28	3	models	model	NOUN
biht-273	28	4	can	can	AUX
biht-273	28	5	be	be	AUX
biht-273	28	6	trained	train	VERB
biht-273	28	7	to	to	PART
biht-273	28	8	continuously	continuously	ADV
biht-273	28	9	learn	learn	VERB
biht-273	28	10	and	and	CCONJ
biht-273	28	11	adapt	adapt	VERB
biht-273	28	12	to	to	ADP
biht-273	28	13	evolving	evolve	VERB
biht-273	28	14	fraud	fraud	NOUN
biht-273	28	15	tactics	tactic	NOUN
biht-273	28	16	,	,	PUNCT
biht-273	28	17	improving	improve	VERB
biht-273	28	18	detection	detection	NOUN
biht-273	28	19	accuracy	accuracy	NOUN
biht-273	28	20	over	over	ADP
biht-273	28	21	time	time	NOUN
biht-273	28	22	.	.	PUNCT
biht-273	29	1	•	•	NUM
biht-273	29	2	claims	claim	NOUN
biht-273	29	3	review	review	VERB
biht-273	29	4	and	and	CCONJ
biht-273	29	5	processing	processing	NOUN
biht-273	29	6	:	:	PUNCT
biht-273	29	7	ai	ai	VERB
biht-273	29	8	can	can	AUX
biht-273	29	9	automate	automate	VERB
biht-273	29	10	and	and	CCONJ
biht-273	29	11	streamline	streamline	VERB
biht-273	29	12	the	the	DET
biht-273	29	13	claims	claim	NOUN
biht-273	29	14	review	review	NOUN
biht-273	29	15	and	and	CCONJ
biht-273	29	16	processing	processing	NOUN
biht-273	29	17	workflows	workflow	NOUN
biht-273	29	18	.	.	PUNCT
biht-273	30	1	natural	natural	ADJ
biht-273	30	2	language	language	NOUN
biht-273	30	3	processing	processing	NOUN
biht-273	30	4	(	(	PUNCT
biht-273	30	5	nlp	nlp	NOUN
biht-273	30	6	)	)	PUNCT
biht-273	30	7	techniques	technique	NOUN
biht-273	30	8	can	can	AUX
biht-273	30	9	be	be	AUX
biht-273	30	10	employed	employ	VERB
biht-273	30	11	to	to	PART
biht-273	30	12	extract	extract	VERB
biht-273	30	13	relevant	relevant	ADJ
biht-273	30	14	information	information	NOUN
biht-273	30	15	from	from	ADP
biht-273	30	16	medical	medical	ADJ
biht-273	30	17	records	record	NOUN
biht-273	30	18	and	and	CCONJ
biht-273	30	19	verify	verify	VERB
biht-273	30	20	the	the	DET
biht-273	30	21	completeness	completeness	NOUN
biht-273	30	22	and	and	CCONJ
biht-273	30	23	accuracy	accuracy	NOUN
biht-273	30	24	of	of	ADP
biht-273	30	25	claims	claim	NOUN
biht-273	30	26	.	.	PUNCT
biht-273	31	1	this	this	PRON
biht-273	31	2	helps	help	VERB
biht-273	31	3	reduce	reduce	VERB
biht-273	31	4	manual	manual	ADJ
biht-273	31	5	errors	error	NOUN
biht-273	31	6	and	and	CCONJ
biht-273	31	7	accelerates	accelerate	VERB
biht-273	31	8	the	the	DET
biht-273	31	9	overall	overall	ADJ
biht-273	31	10	process	process	NOUN
biht-273	31	11	.	.	PUNCT
biht-273	32	1	•	•	NUM
biht-273	32	2	predictive	predictive	ADJ
biht-273	32	3	analytics	analytic	NOUN
biht-273	32	4	:	:	PUNCT
biht-273	32	5	ai	ai	AUX
biht-273	32	6	algorithms	algorithm	NOUN
biht-273	32	7	can	can	AUX
biht-273	32	8	analyze	analyze	VERB
biht-273	32	9	historical	historical	ADJ
biht-273	32	10	claim	claim	NOUN
biht-273	32	11	data	datum	NOUN
biht-273	32	12	and	and	CCONJ
biht-273	32	13	patient	patient	ADJ
biht-273	32	14	information	information	NOUN
biht-273	32	15	to	to	PART
biht-273	32	16	identify	identify	VERB
biht-273	32	17	trends	trend	NOUN
biht-273	32	18	and	and	CCONJ
biht-273	32	19	predict	predict	VERB
biht-273	32	20	the	the	DET
biht-273	32	21	likelihood	likelihood	NOUN
biht-273	32	22	of	of	ADP
biht-273	32	23	certain	certain	ADJ
biht-273	32	24	claims	claim	NOUN
biht-273	32	25	being	be	AUX
biht-273	32	26	valid	valid	ADJ
biht-273	32	27	or	or	CCONJ
biht-273	32	28	fraudulent	fraudulent	ADJ
biht-273	32	29	.	.	PUNCT
biht-273	33	1	these	these	DET
biht-273	33	2	insights	insight	NOUN
biht-273	33	3	can	can	AUX
biht-273	33	4	assist	assist	VERB
biht-273	33	5	insurers	insurer	NOUN
biht-273	33	6	in	in	ADP
biht-273	33	7	making	make	VERB
biht-273	33	8	informed	informed	ADJ
biht-273	33	9	decisions	decision	NOUN
biht-273	33	10	,	,	PUNCT
biht-273	33	11	prioritizing	prioritize	VERB
biht-273	33	12	claim	claim	NOUN
biht-273	33	13	reviews	review	NOUN
biht-273	33	14	,	,	PUNCT
biht-273	33	15	and	and	CCONJ
biht-273	33	16	allocating	allocate	VERB
biht-273	33	17	resources	resource	NOUN
biht-273	33	18	effectively	effectively	ADV
biht-273	33	19	.	.	PUNCT
biht-273	34	1	blockchain	blockchain	NOUN
biht-273	34	2	•	•	NUM
biht-273	34	3	immutable	immutable	ADJ
biht-273	34	4	and	and	CCONJ
biht-273	34	5	transparent	transparent	ADJ
biht-273	34	6	records	record	NOUN
biht-273	34	7	:	:	PUNCT
biht-273	34	8	blockchain	blockchain	PROPN
biht-273	34	9	technology	technology	NOUN
biht-273	34	10	enables	enable	VERB
biht-273	34	11	the	the	DET
biht-273	34	12	creation	creation	NOUN
biht-273	34	13	of	of	ADP
biht-273	34	14	a	a	DET
biht-273	34	15	decentralized	decentralized	ADJ
biht-273	34	16	and	and	CCONJ
biht-273	34	17	secure	secure	ADJ
biht-273	34	18	ledger	ledger	NOUN
biht-273	34	19	where	where	SCONJ
biht-273	34	20	medical	medical	ADJ
biht-273	34	21	insurance	insurance	NOUN
biht-273	34	22	claims	claim	NOUN
biht-273	34	23	and	and	CCONJ
biht-273	34	24	related	related	ADJ
biht-273	34	25	data	datum	NOUN
biht-273	34	26	can	can	AUX
biht-273	34	27	be	be	AUX
biht-273	34	28	stored	store	VERB
biht-273	34	29	.	.	PUNCT
biht-273	35	1	the	the	DET
biht-273	35	2	immutability	immutability	NOUN
biht-273	35	3	and	and	CCONJ
biht-273	35	4	transparency	transparency	NOUN
biht-273	35	5	of	of	ADP
biht-273	35	6	the	the	DET
biht-273	35	7	blockchain	blockchain	PROPN
biht-273	35	8	can	can	AUX
biht-273	35	9	help	help	VERB
biht-273	35	10	prevent	prevent	VERB
biht-273	35	11	tampering	tamper	VERB
biht-273	35	12	with	with	ADP
biht-273	35	13	claims	claim	NOUN
biht-273	35	14	data	datum	NOUN
biht-273	35	15	and	and	CCONJ
biht-273	35	16	enhance	enhance	VERB
biht-273	35	17	trust	trust	NOUN
biht-273	35	18	among	among	ADP
biht-273	35	19	stakeholders	stakeholder	NOUN
biht-273	35	20	.	.	PUNCT
biht-273	36	1	•	•	NUM
biht-273	36	2	smart	smart	ADJ
biht-273	36	3	contracts	contract	NOUN
biht-273	36	4	:	:	PUNCT
biht-273	36	5	blockchain	blockchain	NOUN
biht-273	36	6	-	-	PUNCT
biht-273	36	7	based	base	VERB
biht-273	36	8	smart	smart	ADJ
biht-273	36	9	contracts	contract	NOUN
biht-273	36	10	can	can	AUX
biht-273	36	11	automate	automate	VERB
biht-273	36	12	claim	claim	NOUN
biht-273	36	13	settlement	settlement	NOUN
biht-273	36	14	processes	process	NOUN
biht-273	36	15	.	.	PUNCT
biht-273	37	1	these	these	DET
biht-273	37	2	selfexecuting	selfexecute	VERB
biht-273	37	3	contracts	contract	NOUN
biht-273	37	4	can	can	AUX
biht-273	37	5	automatically	automatically	ADV
biht-273	37	6	validate	validate	VERB
biht-273	37	7	the	the	DET
biht-273	37	8	eligibility	eligibility	ADJ
biht-273	37	9	criteria	criterion	NOUN
biht-273	37	10	and	and	CCONJ
biht-273	37	11	conditions	condition	NOUN
biht-273	37	12	of	of	ADP
biht-273	37	13	claims	claim	NOUN
biht-273	37	14	,	,	PUNCT
biht-273	37	15	triggering	trigger	VERB
biht-273	37	16	payment	payment	NOUN
biht-273	37	17	or	or	CCONJ
biht-273	37	18	denial	denial	NOUN
biht-273	37	19	accordingly	accordingly	ADV
biht-273	37	20	.	.	PUNCT
biht-273	38	1	smart	smart	ADJ
biht-273	38	2	contracts	contract	NOUN
biht-273	38	3	can	can	AUX
biht-273	38	4	reduce	reduce	VERB
biht-273	38	5	administrative	administrative	ADJ
biht-273	38	6	costs	cost	NOUN
biht-273	38	7	,	,	PUNCT
biht-273	38	8	minimize	minimize	VERB
biht-273	38	9	delays	delay	NOUN
biht-273	38	10	,	,	PUNCT
biht-273	38	11	and	and	CCONJ
biht-273	38	12	enhance	enhance	VERB
biht-273	38	13	efficiency	efficiency	NOUN
biht-273	38	14	.	.	PUNCT
biht-273	39	1	•	•	NUM
biht-273	39	2	data	data	NOUN
biht-273	39	3	privacy	privacy	NOUN
biht-273	39	4	and	and	CCONJ
biht-273	39	5	security	security	NOUN
biht-273	39	6	:	:	PUNCT
biht-273	39	7	blockchain	blockchain	PROPN
biht-273	39	8	networks	network	NOUN
biht-273	39	9	can	can	AUX
biht-273	39	10	provide	provide	VERB
biht-273	39	11	enhanced	enhanced	ADJ
biht-273	39	12	security	security	NOUN
biht-273	39	13	for	for	ADP
biht-273	39	14	sensitive	sensitive	ADJ
biht-273	39	15	medical	medical	ADJ
biht-273	39	16	data	datum	NOUN
biht-273	39	17	.	.	PUNCT
biht-273	40	1	by	by	ADP
biht-273	40	2	utilizing	utilize	VERB
biht-273	40	3	cryptography	cryptography	NOUN
biht-273	40	4	and	and	CCONJ
biht-273	40	5	distributed	distribute	VERB
biht-273	40	6	consensus	consensus	NOUN
biht-273	40	7	mechanisms	mechanism	NOUN
biht-273	40	8	,	,	PUNCT
biht-273	40	9	patient	patient	ADJ
biht-273	40	10	data	datum	NOUN
biht-273	40	11	can	can	AUX
biht-273	40	12	be	be	AUX
biht-273	40	13	stored	store	VERB
biht-273	40	14	securely	securely	ADV
biht-273	40	15	and	and	CCONJ
biht-273	40	16	accessed	access	VERB
biht-273	40	17	only	only	ADV
biht-273	40	18	by	by	ADP
biht-273	40	19	authorized	authorized	ADJ
biht-273	40	20	parties	party	NOUN
biht-273	40	21	,	,	PUNCT
biht-273	40	22	thereby	thereby	ADV
biht-273	40	23	protecting	protect	VERB
biht-273	40	24	privacy	privacy	NOUN
biht-273	40	25	and	and	CCONJ
biht-273	40	26	preventing	prevent	VERB
biht-273	40	27	unauthorized	unauthorized	ADJ
biht-273	40	28	modifications	modification	NOUN
biht-273	40	29	.	.	PUNCT
biht-273	41	1	combining	combine	VERB
biht-273	41	2	ai	ai	PROPN
biht-273	41	3	and	and	CCONJ
biht-273	41	4	blockchain	blockchain	PROPN
biht-273	41	5	technologies	technology	NOUN
biht-273	41	6	can	can	AUX
biht-273	41	7	bring	bring	VERB
biht-273	41	8	additional	additional	ADJ
biht-273	41	9	benefits	benefit	NOUN
biht-273	41	10	,	,	PUNCT
biht-273	41	11	such	such	ADJ
biht-273	41	12	as	as	ADP
biht-273	41	13	using	use	VERB
biht-273	41	14	ai	ai	VERB
biht-273	41	15	algorithms	algorithm	NOUN
biht-273	41	16	to	to	PART
biht-273	41	17	analyze	analyze	VERB
biht-273	41	18	data	datum	NOUN
biht-273	41	19	stored	store	VERB
biht-273	41	20	on	on	ADP
biht-273	41	21	the	the	DET
biht-273	41	22	blockchain	blockchain	NOUN
biht-273	41	23	for	for	ADP
biht-273	41	24	fraud	fraud	NOUN
biht-273	41	25	detection	detection	NOUN
biht-273	41	26	or	or	CCONJ
biht-273	41	27	leveraging	leverage	VERB
biht-273	41	28	blockchain	blockchain	NOUN
biht-273	41	29	’s	’s	PART
biht-273	41	30	transparency	transparency	NOUN
biht-273	41	31	to	to	PART
biht-273	41	32	improve	improve	VERB
biht-273	41	33	the	the	DET
biht-273	41	34	accuracy	accuracy	NOUN
biht-273	41	35	of	of	ADP
biht-273	41	36	ai	ai	PROPN
biht-273	41	37	models	model	NOUN
biht-273	41	38	by	by	ADP
biht-273	41	39	providing	provide	VERB
biht-273	41	40	access	access	NOUN
biht-273	41	41	to	to	ADP
biht-273	41	42	a	a	DET
biht-273	41	43	larger	large	ADJ
biht-273	41	44	dataset	dataset	NOUN
biht-273	41	45	.	.	PUNCT
biht-273	42	1	potential	potential	ADJ
biht-273	42	2	commercial	commercial	ADJ
biht-273	42	3	approaches	approach	NOUN
biht-273	42	4	for	for	ADP
biht-273	42	5	a	a	DET
biht-273	42	6	services	service	NOUN
biht-273	42	7	company	company	NOUN
biht-273	42	8	offering	offer	VERB
biht-273	42	9	recovery	recovery	NOUN
biht-273	42	10	or	or	CCONJ
biht-273	42	11	rectification	rectification	NOUN
biht-273	42	12	services	service	NOUN
biht-273	42	13	to	to	ADP
biht-273	42	14	an	an	DET
biht-273	42	15	insurance	insurance	NOUN
biht-273	42	16	company	company	NOUN
biht-273	42	17	regarding	regard	VERB
biht-273	42	18	mistakenly	mistakenly	ADV
biht-273	42	19	paid	pay	VERB
biht-273	42	20	fraudulent	fraudulent	ADJ
biht-273	42	21	or	or	CCONJ
biht-273	42	22	inappropriate	inappropriate	ADJ
biht-273	42	23	claims	claim	NOUN
biht-273	42	24	?	?	PUNCT
biht-273	43	1	•	•	NUM
biht-273	43	2	technology	technology	NOUN
biht-273	43	3	solutions	solution	NOUN
biht-273	43	4	:	:	PUNCT
biht-273	43	5	the	the	DET
biht-273	43	6	services	service	NOUN
biht-273	43	7	company	company	NOUN
biht-273	43	8	can	can	AUX
biht-273	43	9	develop	develop	VERB
biht-273	43	10	or	or	CCONJ
biht-273	43	11	provide	provide	VERB
biht-273	43	12	technological	technological	ADJ
biht-273	43	13	solutions	solution	NOUN
biht-273	43	14	tailored	tailor	VERB
biht-273	43	15	to	to	PART
biht-273	43	16	fraud	fraud	VERB
biht-273	43	17	detection	detection	NOUN
biht-273	43	18	and	and	CCONJ
biht-273	43	19	recovery	recovery	NOUN
biht-273	43	20	needs	need	NOUN
biht-273	43	21	.	.	PUNCT
biht-273	44	1	this	this	PRON
biht-273	44	2	may	may	AUX
biht-273	44	3	involve	involve	VERB
biht-273	44	4	implementing	implement	VERB
biht-273	44	5	advanced	advanced	ADJ
biht-273	44	6	analytics	analytic	NOUN
biht-273	44	7	platforms	platform	NOUN
biht-273	44	8	,	,	PUNCT
biht-273	44	9	ai	ai	ADJ
biht-273	44	10	-	-	PUNCT
biht-273	44	11	powered	power	VERB
biht-273	44	12	fraud	fraud	NOUN
biht-273	44	13	detection	detection	NOUN
biht-273	44	14	systems	system	NOUN
biht-273	44	15	,	,	PUNCT
biht-273	44	16	or	or	CCONJ
biht-273	44	17	blockchain	blockchain	NOUN
biht-273	44	18	-	-	PUNCT
biht-273	44	19	based	base	VERB
biht-273	44	20	solutions	solution	NOUN
biht-273	44	21	for	for	ADP
biht-273	44	22	secure	secure	ADJ
biht-273	44	23	data	datum	NOUN
biht-273	44	24	sharing	sharing	NOUN
biht-273	44	25	and	and	CCONJ
biht-273	44	26	auditing	auditing	NOUN
biht-273	44	27	.	.	PUNCT
biht-273	45	1	by	by	ADP
biht-273	45	2	leveraging	leverage	VERB
biht-273	45	3	technology	technology	NOUN
biht-273	45	4	,	,	PUNCT
biht-273	45	5	they	they	PRON
biht-273	45	6	can	can	AUX
biht-273	45	7	help	help	VERB
biht-273	45	8	the	the	DET
biht-273	45	9	insurance	insurance	NOUN
biht-273	45	10	company	company	NOUN
biht-273	45	11	automate	automate	NOUN
biht-273	45	12	processes	process	NOUN
biht-273	45	13	,	,	PUNCT
biht-273	45	14	improve	improve	VERB
biht-273	45	15	efficiency	efficiency	NOUN
biht-273	45	16	,	,	PUNCT
biht-273	45	17	and	and	CCONJ
biht-273	45	18	strengthen	strengthen	VERB
biht-273	45	19	its	its	PRON
biht-273	45	20	fraud	fraud	NOUN
biht-273	45	21	prevention	prevention	NOUN
biht-273	45	22	efforts	effort	NOUN
biht-273	45	23	.	.	PUNCT
biht-273	46	1	•	•	NUM
biht-273	46	2	claims	claim	NOUN
biht-273	46	3	auditing	auditing	NOUN
biht-273	46	4	and	and	CCONJ
biht-273	46	5	review	review	PROPN
biht-273	46	6	:	:	PUNCT
biht-273	46	7	the	the	DET
biht-273	46	8	services	service	NOUN
biht-273	46	9	company	company	NOUN
biht-273	46	10	can	can	AUX
biht-273	46	11	conduct	conduct	VERB
biht-273	46	12	thorough	thorough	ADJ
biht-273	46	13	audits	audits	NOUN
biht-273	46	14	and	and	CCONJ
biht-273	46	15	reviews	review	NOUN
biht-273	46	16	of	of	ADP
biht-273	46	17	the	the	DET
biht-273	46	18	insurance	insurance	NOUN
biht-273	46	19	company	company	NOUN
biht-273	46	20	’s	’s	PART
biht-273	46	21	claims	claim	NOUN
biht-273	46	22	data	datum	NOUN
biht-273	46	23	to	to	PART
biht-273	46	24	identify	identify	VERB
biht-273	46	25	any	any	DET
biht-273	46	26	fraudulent	fraudulent	ADJ
biht-273	46	27	or	or	CCONJ
biht-273	46	28	inappropriate	inappropriate	ADJ
biht-273	46	29	claims	claim	NOUN
biht-273	46	30	that	that	PRON
biht-273	46	31	were	be	AUX
biht-273	46	32	mistakenly	mistakenly	ADV
biht-273	46	33	paid	pay	VERB
biht-273	46	34	.	.	PUNCT
biht-273	47	1	they	they	PRON
biht-273	47	2	can	can	AUX
biht-273	47	3	analyze	analyze	VERB
biht-273	47	4	patterns	pattern	NOUN
biht-273	47	5	,	,	PUNCT
biht-273	47	6	review	review	NOUN
biht-273	47	7	documentation	documentation	NOUN
biht-273	47	8	,	,	PUNCT
biht-273	47	9	and	and	CCONJ
biht-273	47	10	assess	assess	VERB
biht-273	47	11	billing	billing	NOUN
biht-273	47	12	practices	practice	NOUN
biht-273	47	13	to	to	PART
biht-273	47	14	pinpoint	pinpoint	VERB
biht-273	47	15	discrepancies	discrepancy	NOUN
biht-273	47	16	.	.	PUNCT
biht-273	48	1	based	base	VERB
biht-273	48	2	on	on	ADP
biht-273	48	3	their	their	PRON
biht-273	48	4	findings	finding	NOUN
biht-273	48	5	,	,	PUNCT
biht-273	48	6	they	they	PRON
biht-273	48	7	can	can	AUX
biht-273	48	8	provide	provide	VERB
biht-273	48	9	recommendations	recommendation	NOUN
biht-273	48	10	for	for	ADP
biht-273	48	11	recovery	recovery	NOUN
biht-273	48	12	actions	action	NOUN
biht-273	48	13	.	.	PUNCT
biht-273	49	1	•	•	NUM
biht-273	49	2	investigation	investigation	NOUN
biht-273	49	3	and	and	CCONJ
biht-273	49	4	fraud	fraud	NOUN
biht-273	49	5	detection	detection	NOUN
biht-273	49	6	:	:	PUNCT
biht-273	49	7	the	the	DET
biht-273	49	8	services	service	NOUN
biht-273	49	9	company	company	NOUN
biht-273	49	10	can	can	AUX
biht-273	49	11	specialize	specialize	VERB
biht-273	49	12	in	in	ADP
biht-273	49	13	investigating	investigate	VERB
biht-273	49	14	fraudulent	fraudulent	ADJ
biht-273	49	15	claims	claim	NOUN
biht-273	49	16	and	and	CCONJ
biht-273	49	17	detecting	detect	VERB
biht-273	49	18	fraudulent	fraudulent	ADJ
biht-273	49	19	activities	activity	NOUN
biht-273	49	20	.	.	PUNCT
biht-273	50	1	they	they	PRON
biht-273	50	2	can	can	AUX
biht-273	50	3	employ	employ	VERB
biht-273	50	4	advanced	advanced	ADJ
biht-273	50	5	analytics	analytic	NOUN
biht-273	50	6	and	and	CCONJ
biht-273	50	7	ai	ai	VERB
biht-273	50	8	algorithms	algorithm	NOUN
biht-273	50	9	to	to	PART
biht-273	50	10	analyze	analyze	VERB
biht-273	50	11	claims	claim	NOUN
biht-273	50	12	data	datum	NOUN
biht-273	50	13	,	,	PUNCT
biht-273	50	14	identify	identify	VERB
biht-273	50	15	red	red	ADJ
biht-273	50	16	flags	flag	NOUN
biht-273	50	17	,	,	PUNCT
biht-273	50	18	and	and	CCONJ
biht-273	50	19	investigate	investigate	VERB
biht-273	50	20	suspicious	suspicious	ADJ
biht-273	50	21	cases	case	NOUN
biht-273	50	22	.	.	PUNCT
biht-273	51	1	by	by	ADP
biht-273	51	2	leveraging	leverage	VERB
biht-273	51	3	their	their	PRON
biht-273	51	4	expertise	expertise	NOUN
biht-273	51	5	,	,	PUNCT
biht-273	51	6	they	they	PRON
biht-273	51	7	can	can	AUX
biht-273	51	8	help	help	VERB
biht-273	51	9	the	the	DET
biht-273	51	10	insurance	insurance	NOUN
biht-273	51	11	company	company	NOUN
biht-273	51	12	uncover	uncover	NOUN
biht-273	51	13	fraud	fraud	NOUN
biht-273	51	14	,	,	PUNCT
biht-273	51	15	gather	gather	VERB
biht-273	51	16	evidence	evidence	NOUN
biht-273	51	17	,	,	PUNCT
biht-273	51	18	and	and	CCONJ
biht-273	51	19	build	build	VERB
biht-273	51	20	a	a	DET
biht-273	51	21	strong	strong	ADJ
biht-273	51	22	case	case	NOUN
biht-273	51	23	for	for	ADP
biht-273	51	24	recovery	recovery	NOUN
biht-273	51	25	.	.	PUNCT
biht-273	52	1	table	table	NOUN
biht-273	52	2	2	2	NUM
biht-273	52	3	.	.	PUNCT
biht-273	52	4	problems	problem	NOUN
biht-273	52	5	associated	associate	VERB
biht-273	52	6	with	with	ADP
biht-273	52	7	unpaid	unpaid	ADJ
biht-273	52	8	valid	valid	ADJ
biht-273	52	9	claims	claim	NOUN
biht-273	52	10	and	and	CCONJ
biht-273	52	11	paid	pay	VERB
biht-273	52	12	fraudulent	fraudulent	ADJ
biht-273	52	13	or	or	CCONJ
biht-273	52	14	inappropriate	inappropriate	ADJ
biht-273	52	15	claims	claim	NOUN
biht-273	52	16	in	in	ADP
biht-273	52	17	medical	medical	ADJ
biht-273	52	18	insurance	insurance	NOUN
biht-273	52	19	claim	claim	NOUN
biht-273	52	20	paid	pay	VERB
biht-273	52	21	not	not	PART
biht-273	52	22	paid	pay	VERB
biht-273	52	23	valid	valid	ADJ
biht-273	52	24	valid	valid	ADJ
biht-273	52	25	and	and	CCONJ
biht-273	52	26	legitimate	legitimate	ADJ
biht-273	52	27	claims	claim	NOUN
biht-273	52	28	that	that	PRON
biht-273	52	29	are	be	AUX
biht-273	52	30	appropriately	appropriately	ADV
biht-273	52	31	paid	pay	VERB
biht-273	52	32	by	by	ADP
biht-273	52	33	the	the	DET
biht-273	52	34	insurer	insurer	NOUN
biht-273	52	35	.	.	PUNCT
biht-273	53	1	problem	problem	NOUN
biht-273	53	2	1	1	NUM
biht-273	53	3	.	.	NOUN
biht-273	53	4	•	•	NOUN
biht-273	53	5	valid	valid	ADJ
biht-273	53	6	and	and	CCONJ
biht-273	53	7	legitimate	legitimate	ADJ
biht-273	53	8	claims	claim	NOUN
biht-273	53	9	that	that	PRON
biht-273	53	10	are	be	AUX
biht-273	53	11	unjustifiably	unjustifiably	ADV
biht-273	53	12	not	not	PART
biht-273	53	13	paid	pay	VERB
biht-273	53	14	by	by	ADP
biht-273	53	15	the	the	DET
biht-273	53	16	insurer	insurer	NOUN
biht-273	53	17	.	.	PUNCT
biht-273	54	1	fraudulent	fraudulent	ADJ
biht-273	54	2	or	or	CCONJ
biht-273	54	3	inappropriate	inappropriate	ADJ
biht-273	54	4	problem	problem	NOUN
biht-273	54	5	2	2	NUM
biht-273	54	6	.	.	NOUN
biht-273	54	7	•	•	NUM
biht-273	54	8	fraudulent	fraudulent	ADJ
biht-273	54	9	or	or	CCONJ
biht-273	54	10	inappropriate	inappropriate	ADJ
biht-273	54	11	claims	claim	NOUN
biht-273	54	12	that	that	PRON
biht-273	54	13	are	be	AUX
biht-273	54	14	mistakenly	mistakenly	ADV
biht-273	54	15	paid	pay	VERB
biht-273	54	16	by	by	ADP
biht-273	54	17	the	the	DET
biht-273	54	18	insurer	insurer	NOUN
biht-273	54	19	.	.	PUNCT
biht-273	55	1	fraudulent	fraudulent	ADJ
biht-273	55	2	or	or	CCONJ
biht-273	55	3	inappropriate	inappropriate	ADJ
biht-273	55	4	claims	claim	NOUN
biht-273	55	5	that	that	PRON
biht-273	55	6	are	be	AUX
biht-273	55	7	correctly	correctly	ADV
biht-273	55	8	not	not	PART
biht-273	55	9	paid	pay	VERB
biht-273	55	10	by	by	ADP
biht-273	55	11	the	the	DET
biht-273	55	12	insurer	insurer	NOUN
biht-273	55	13	.	.	PUNCT
biht-273	56	1	https://doi.org/10.30953/bhty.v6.273	https://doi.org/10.30953/bhty.v6.273	PROPN
biht-273	56	2	citation	citation	NOUN
biht-273	56	3	:	:	PUNCT
biht-273	57	1	blockchain	blockchain	NOUN
biht-273	57	2	in	in	ADP
biht-273	57	3	healthcare	healthcare	NOUN
biht-273	57	4	today	today	NOUN
biht-273	57	5	2023	2023	NUM
biht-273	57	6	,	,	PUNCT
biht-273	57	7	6	6	NUM
biht-273	57	8	:	:	SYM
biht-273	57	9	273	273	NUM
biht-273	57	10	https://doi.org/10.30953/bhty.v6.273	https://doi.org/10.30953/bhty.v6.273	NOUN
biht-273	57	11	3	3	NUM
biht-273	57	12	(	(	PUNCT
biht-273	57	13	page	page	NOUN
biht-273	57	14	number	number	NOUN
biht-273	57	15	not	not	PART
biht-273	57	16	for	for	ADP
biht-273	57	17	citation	citation	NOUN
biht-273	57	18	purpose	purpose	NOUN
biht-273	57	19	)	)	PUNCT
biht-273	57	20	artificial	artificial	ADJ
biht-273	57	21	intelligence	intelligence	NOUN
biht-273	57	22	(	(	PUNCT
biht-273	57	23	ai	ai	NOUN
biht-273	57	24	)	)	PUNCT
biht-273	57	25	and	and	CCONJ
biht-273	57	26	blockchain	blockchain	PROPN
biht-273	57	27	•	•	PROPN
biht-273	57	28	recovery	recovery	NOUN
biht-273	57	29	process	process	NOUN
biht-273	57	30	management	management	NOUN
biht-273	57	31	:	:	PUNCT
biht-273	57	32	once	once	ADV
biht-273	57	33	fraudulent	fraudulent	ADJ
biht-273	57	34	or	or	CCONJ
biht-273	57	35	inappropriate	inappropriate	ADJ
biht-273	57	36	claims	claim	NOUN
biht-273	57	37	are	be	AUX
biht-273	57	38	identified	identify	VERB
biht-273	57	39	,	,	PUNCT
biht-273	57	40	the	the	DET
biht-273	57	41	services	service	NOUN
biht-273	57	42	company	company	NOUN
biht-273	57	43	can	can	AUX
biht-273	57	44	assist	assist	VERB
biht-273	57	45	the	the	DET
biht-273	57	46	insurance	insurance	NOUN
biht-273	57	47	company	company	NOUN
biht-273	57	48	in	in	ADP
biht-273	57	49	managing	manage	VERB
biht-273	57	50	the	the	DET
biht-273	57	51	recovery	recovery	NOUN
biht-273	57	52	process	process	NOUN
biht-273	57	53	.	.	PUNCT
biht-273	58	1	they	they	PRON
biht-273	58	2	can	can	AUX
biht-273	58	3	handle	handle	VERB
biht-273	58	4	the	the	DET
biht-273	58	5	necessary	necessary	ADJ
biht-273	58	6	legal	legal	ADJ
biht-273	58	7	and	and	CCONJ
biht-273	58	8	administrative	administrative	ADJ
biht-273	58	9	procedures	procedure	NOUN
biht-273	58	10	,	,	PUNCT
biht-273	58	11	communicate	communicate	VERB
biht-273	58	12	with	with	ADP
biht-273	58	13	relevant	relevant	ADJ
biht-273	58	14	parties	party	NOUN
biht-273	58	15	,	,	PUNCT
biht-273	58	16	and	and	CCONJ
biht-273	58	17	negotiate	negotiate	VERB
biht-273	58	18	settlements	settlement	NOUN
biht-273	58	19	on	on	ADP
biht-273	58	20	behalf	behalf	NOUN
biht-273	58	21	of	of	ADP
biht-273	58	22	the	the	DET
biht-273	58	23	insurer	insurer	NOUN
biht-273	58	24	.	.	PUNCT
biht-273	59	1	their	their	PRON
biht-273	59	2	experience	experience	NOUN
biht-273	59	3	in	in	ADP
biht-273	59	4	recovery	recovery	NOUN
biht-273	59	5	strategies	strategy	NOUN
biht-273	59	6	and	and	CCONJ
biht-273	59	7	processes	process	NOUN
biht-273	59	8	can	can	AUX
biht-273	59	9	streamline	streamline	VERB
biht-273	59	10	the	the	DET
biht-273	59	11	overall	overall	ADJ
biht-273	59	12	effort	effort	NOUN
biht-273	59	13	and	and	CCONJ
biht-273	59	14	maximize	maximize	VERB
biht-273	59	15	the	the	DET
biht-273	59	16	chances	chance	NOUN
biht-273	59	17	of	of	ADP
biht-273	59	18	successful	successful	ADJ
biht-273	59	19	recovery	recovery	NOUN
biht-273	59	20	.	.	PUNCT
biht-273	60	1	•	•	NUM
biht-273	60	2	training	training	NOUN
biht-273	60	3	and	and	CCONJ
biht-273	60	4	education	education	NOUN
biht-273	60	5	:	:	PUNCT
biht-273	60	6	the	the	DET
biht-273	60	7	services	service	NOUN
biht-273	60	8	company	company	NOUN
biht-273	60	9	can	can	AUX
biht-273	60	10	offer	offer	VERB
biht-273	60	11	training	training	NOUN
biht-273	60	12	and	and	CCONJ
biht-273	60	13	education	education	NOUN
biht-273	60	14	programs	program	NOUN
biht-273	60	15	to	to	ADP
biht-273	60	16	the	the	DET
biht-273	60	17	insurance	insurance	NOUN
biht-273	60	18	company	company	NOUN
biht-273	60	19	’s	’s	PART
biht-273	60	20	staff	staff	NOUN
biht-273	60	21	to	to	PART
biht-273	60	22	enhance	enhance	VERB
biht-273	60	23	their	their	PRON
biht-273	60	24	knowledge	knowledge	NOUN
biht-273	60	25	and	and	CCONJ
biht-273	60	26	skills	skill	NOUN
biht-273	60	27	in	in	ADP
biht-273	60	28	detecting	detect	VERB
biht-273	60	29	and	and	CCONJ
biht-273	60	30	preventing	prevent	VERB
biht-273	60	31	fraudulent	fraudulent	ADJ
biht-273	60	32	claims	claim	NOUN
biht-273	60	33	.	.	PUNCT
biht-273	61	1	this	this	PRON
biht-273	61	2	may	may	AUX
biht-273	61	3	include	include	VERB
biht-273	61	4	workshops	workshop	NOUN
biht-273	61	5	,	,	PUNCT
biht-273	61	6	seminars	seminar	NOUN
biht-273	61	7	,	,	PUNCT
biht-273	61	8	or	or	CCONJ
biht-273	61	9	online	online	ADJ
biht-273	61	10	courses	course	NOUN
biht-273	61	11	that	that	PRON
biht-273	61	12	cover	cover	VERB
biht-273	61	13	topics	topic	NOUN
biht-273	61	14	such	such	ADJ
biht-273	61	15	as	as	ADP
biht-273	61	16	recognizing	recognize	VERB
biht-273	61	17	red	red	ADJ
biht-273	61	18	flags	flag	NOUN
biht-273	61	19	,	,	PUNCT
biht-273	61	20	improving	improve	VERB
biht-273	61	21	claim	claim	NOUN
biht-273	61	22	review	review	NOUN
biht-273	61	23	processes	process	NOUN
biht-273	61	24	,	,	PUNCT
biht-273	61	25	and	and	CCONJ
biht-273	61	26	staying	stay	VERB
biht-273	61	27	updated	update	VERB
biht-273	61	28	on	on	ADP
biht-273	61	29	emerging	emerge	VERB
biht-273	61	30	fraud	fraud	NOUN
biht-273	61	31	schemes	scheme	NOUN
biht-273	61	32	.	.	PUNCT
biht-273	62	1	in	in	ADP
biht-273	62	2	terms	term	NOUN
biht-273	62	3	of	of	ADP
biht-273	62	4	commercial	commercial	ADJ
biht-273	62	5	arrangements	arrangement	NOUN
biht-273	62	6	,	,	PUNCT
biht-273	62	7	the	the	DET
biht-273	62	8	services	service	NOUN
biht-273	62	9	company	company	NOUN
biht-273	62	10	can	can	AUX
biht-273	62	11	structure	structure	VERB
biht-273	62	12	its	its	PRON
biht-273	62	13	engagement	engagement	NOUN
biht-273	62	14	through	through	ADP
biht-273	62	15	various	various	ADJ
biht-273	62	16	models	model	NOUN
biht-273	62	17	,	,	PUNCT
biht-273	62	18	such	such	ADJ
biht-273	62	19	as	as	ADP
biht-273	62	20	project	project	NOUN
biht-273	62	21	-	-	PUNCT
biht-273	62	22	based	base	VERB
biht-273	62	23	contracts	contract	NOUN
biht-273	62	24	,	,	PUNCT
biht-273	62	25	retainer	retainer	NOUN
biht-273	62	26	agreements	agreement	NOUN
biht-273	62	27	,	,	PUNCT
biht-273	62	28	or	or	CCONJ
biht-273	62	29	revenue	revenue	NOUN
biht-273	62	30	-	-	PUNCT
biht-273	62	31	sharing	share	VERB
biht-273	62	32	arrangements	arrangement	NOUN
biht-273	62	33	based	base	VERB
biht-273	62	34	on	on	ADP
biht-273	62	35	the	the	DET
biht-273	62	36	successful	successful	ADJ
biht-273	62	37	recovery	recovery	NOUN
biht-273	62	38	of	of	ADP
biht-273	62	39	funds	fund	NOUN
biht-273	62	40	.	.	PUNCT
biht-273	63	1	the	the	DET
biht-273	63	2	specific	specific	ADJ
biht-273	63	3	details	detail	NOUN
biht-273	63	4	of	of	ADP
biht-273	63	5	the	the	DET
biht-273	63	6	commercial	commercial	ADJ
biht-273	63	7	approach	approach	NOUN
biht-273	63	8	will	will	AUX
biht-273	63	9	depend	depend	VERB
biht-273	63	10	on	on	ADP
biht-273	63	11	factors	factor	NOUN
biht-273	63	12	such	such	ADJ
biht-273	63	13	as	as	ADP
biht-273	63	14	the	the	DET
biht-273	63	15	scope	scope	NOUN
biht-273	63	16	of	of	ADP
biht-273	63	17	services	service	NOUN
biht-273	63	18	,	,	PUNCT
biht-273	63	19	duration	duration	NOUN
biht-273	63	20	of	of	ADP
biht-273	63	21	engagement	engagement	NOUN
biht-273	63	22	,	,	PUNCT
biht-273	63	23	and	and	CCONJ
biht-273	63	24	mutually	mutually	ADV
biht-273	63	25	agreed	agree	VERB
biht-273	63	26	-	-	PUNCT
biht-273	63	27	upon	upon	ADP
biht-273	63	28	terms	term	NOUN
biht-273	63	29	between	between	ADP
biht-273	63	30	the	the	DET
biht-273	63	31	services	service	NOUN
biht-273	63	32	company	company	NOUN
biht-273	63	33	and	and	CCONJ
biht-273	63	34	the	the	DET
biht-273	63	35	insurance	insurance	NOUN
biht-273	63	36	company	company	NOUN
biht-273	63	37	.	.	PUNCT
biht-273	64	1	commercial	commercial	ADJ
biht-273	64	2	approaches	approach	NOUN
biht-273	64	3	for	for	ADP
biht-273	64	4	a	a	DET
biht-273	64	5	services	service	NOUN
biht-273	64	6	company	company	NOUN
biht-273	64	7	offering	offer	VERB
biht-273	64	8	payment	payment	NOUN
biht-273	64	9	recovery	recovery	NOUN
biht-273	64	10	or	or	CCONJ
biht-273	64	11	claims	claim	VERB
biht-273	64	12	rectification	rectification	NOUN
biht-273	64	13	/	/	SYM
biht-273	64	14	resubmission	resubmission	NOUN
biht-273	64	15	services	service	NOUN
biht-273	64	16	to	to	ADP
biht-273	64	17	a	a	DET
biht-273	64	18	healthcare	healthcare	NOUN
biht-273	64	19	provider	provider	NOUN
biht-273	64	20	company	company	NOUN
biht-273	64	21	regarding	regard	VERB
biht-273	64	22	unjustifiably	unjustifiably	ADV
biht-273	64	23	unpaid	unpaid	ADJ
biht-273	64	24	valid	valid	ADJ
biht-273	64	25	and	and	CCONJ
biht-273	64	26	legitimate	legitimate	ADJ
biht-273	64	27	claims	claim	NOUN
biht-273	64	28	by	by	ADP
biht-273	64	29	the	the	DET
biht-273	64	30	insurer	insurer	NOUN
biht-273	64	31	.	.	PUNCT
biht-273	65	1	•	•	NUM
biht-273	65	2	technology	technology	NOUN
biht-273	65	3	solutions	solution	NOUN
biht-273	65	4	:	:	PUNCT
biht-273	65	5	the	the	DET
biht-273	65	6	services	service	NOUN
biht-273	65	7	company	company	NOUN
biht-273	65	8	can	can	AUX
biht-273	65	9	provide	provide	VERB
biht-273	65	10	technology	technology	NOUN
biht-273	65	11	solutions	solution	NOUN
biht-273	65	12	that	that	PRON
biht-273	65	13	streamline	streamline	VERB
biht-273	65	14	the	the	DET
biht-273	65	15	claims	claim	NOUN
biht-273	65	16	submission	submission	NOUN
biht-273	65	17	and	and	CCONJ
biht-273	65	18	reconciliation	reconciliation	NOUN
biht-273	65	19	process	process	NOUN
biht-273	65	20	for	for	ADP
biht-273	65	21	the	the	DET
biht-273	65	22	healthcare	healthcare	NOUN
biht-273	65	23	provider	provider	NOUN
biht-273	65	24	.	.	PUNCT
biht-273	66	1	this	this	PRON
biht-273	66	2	may	may	AUX
biht-273	66	3	involve	involve	VERB
biht-273	66	4	implementing	implement	VERB
biht-273	66	5	billing	billing	NOUN
biht-273	66	6	and	and	CCONJ
biht-273	66	7	coding	code	VERB
biht-273	66	8	software	software	NOUN
biht-273	66	9	,	,	PUNCT
biht-273	66	10	electronic	electronic	ADJ
biht-273	66	11	health	health	NOUN
biht-273	66	12	record	record	NOUN
biht-273	66	13	systems	system	NOUN
biht-273	66	14	,	,	PUNCT
biht-273	66	15	or	or	CCONJ
biht-273	66	16	claims	claim	VERB
biht-273	66	17	management	management	NOUN
biht-273	66	18	platforms	platform	NOUN
biht-273	66	19	.	.	PUNCT
biht-273	67	1	by	by	ADP
biht-273	67	2	leveraging	leverage	VERB
biht-273	67	3	technology	technology	NOUN
biht-273	67	4	,	,	PUNCT
biht-273	67	5	they	they	PRON
biht-273	67	6	can	can	AUX
biht-273	67	7	optimize	optimize	VERB
biht-273	67	8	the	the	DET
biht-273	67	9	provider	provider	NOUN
biht-273	67	10	’s	’s	PART
biht-273	67	11	revenue	revenue	NOUN
biht-273	67	12	cycle	cycle	NOUN
biht-273	67	13	management	management	NOUN
biht-273	67	14	and	and	CCONJ
biht-273	67	15	enhance	enhance	VERB
biht-273	67	16	the	the	DET
biht-273	67	17	accuracy	accuracy	NOUN
biht-273	67	18	and	and	CCONJ
biht-273	67	19	efficiency	efficiency	NOUN
biht-273	67	20	of	of	ADP
biht-273	67	21	claims	claim	NOUN
biht-273	67	22	submissions	submission	NOUN
biht-273	67	23	.	.	PUNCT
biht-273	68	1	•	•	NUM
biht-273	68	2	claims	claim	NOUN
biht-273	68	3	review	review	VERB
biht-273	68	4	and	and	CCONJ
biht-273	68	5	appeals	appeal	VERB
biht-273	68	6	:	:	PUNCT
biht-273	68	7	the	the	DET
biht-273	68	8	services	service	NOUN
biht-273	68	9	company	company	NOUN
biht-273	68	10	can	can	AUX
biht-273	68	11	conduct	conduct	VERB
biht-273	68	12	a	a	DET
biht-273	68	13	thorough	thorough	ADJ
biht-273	68	14	review	review	NOUN
biht-273	68	15	of	of	ADP
biht-273	68	16	the	the	DET
biht-273	68	17	provider	provider	NOUN
biht-273	68	18	’s	’s	PART
biht-273	68	19	unpaid	unpaid	ADJ
biht-273	68	20	claims	claim	NOUN
biht-273	68	21	,	,	PUNCT
biht-273	68	22	analyzing	analyze	VERB
biht-273	68	23	the	the	DET
biht-273	68	24	denial	denial	NOUN
biht-273	68	25	reasons	reason	NOUN
biht-273	68	26	provided	provide	VERB
biht-273	68	27	by	by	ADP
biht-273	68	28	the	the	DET
biht-273	68	29	insurer	insurer	NOUN
biht-273	68	30	.	.	PUNCT
biht-273	69	1	they	they	PRON
biht-273	69	2	can	can	AUX
biht-273	69	3	identify	identify	VERB
biht-273	69	4	any	any	DET
biht-273	69	5	errors	error	NOUN
biht-273	69	6	or	or	CCONJ
biht-273	69	7	discrepancies	discrepancy	NOUN
biht-273	69	8	in	in	ADP
biht-273	69	9	the	the	DET
biht-273	69	10	claims	claim	NOUN
biht-273	69	11	submission	submission	NOUN
biht-273	69	12	,	,	PUNCT
biht-273	69	13	documentation	documentation	NOUN
biht-273	69	14	,	,	PUNCT
biht-273	69	15	or	or	CCONJ
biht-273	69	16	coding	code	VERB
biht-273	69	17	that	that	PRON
biht-273	69	18	may	may	AUX
biht-273	69	19	have	have	AUX
biht-273	69	20	led	lead	VERB
biht-273	69	21	to	to	ADP
biht-273	69	22	the	the	DET
biht-273	69	23	denials	denial	NOUN
biht-273	69	24	.	.	PUNCT
biht-273	70	1	based	base	VERB
biht-273	70	2	on	on	ADP
biht-273	70	3	their	their	PRON
biht-273	70	4	findings	finding	NOUN
biht-273	70	5	,	,	PUNCT
biht-273	70	6	they	they	PRON
biht-273	70	7	can	can	AUX
biht-273	70	8	assist	assist	VERB
biht-273	70	9	the	the	DET
biht-273	70	10	provider	provider	NOUN
biht-273	70	11	in	in	ADP
biht-273	70	12	preparing	prepare	VERB
biht-273	70	13	and	and	CCONJ
biht-273	70	14	submitting	submit	VERB
biht-273	70	15	appeals	appeal	NOUN
biht-273	70	16	to	to	ADP
biht-273	70	17	the	the	DET
biht-273	70	18	insurer	insurer	NOUN
biht-273	70	19	,	,	PUNCT
biht-273	70	20	providing	provide	VERB
biht-273	70	21	supporting	support	VERB
biht-273	70	22	documentation	documentation	NOUN
biht-273	70	23	and	and	CCONJ
biht-273	70	24	evidence	evidence	NOUN
biht-273	70	25	to	to	PART
biht-273	70	26	justify	justify	VERB
biht-273	70	27	the	the	DET
biht-273	70	28	validity	validity	NOUN
biht-273	70	29	of	of	ADP
biht-273	70	30	the	the	DET
biht-273	70	31	claims	claim	NOUN
biht-273	70	32	.	.	PUNCT
biht-273	71	1	•	•	NUM
biht-273	71	2	denial	denial	NOUN
biht-273	71	3	management	management	NOUN
biht-273	71	4	and	and	CCONJ
biht-273	71	5	resolution	resolution	NOUN
biht-273	71	6	:	:	PUNCT
biht-273	71	7	the	the	DET
biht-273	71	8	services	service	NOUN
biht-273	71	9	company	company	NOUN
biht-273	71	10	can	can	AUX
biht-273	71	11	specialize	specialize	VERB
biht-273	71	12	in	in	ADP
biht-273	71	13	denial	denial	ADJ
biht-273	71	14	management	management	NOUN
biht-273	71	15	and	and	CCONJ
biht-273	71	16	resolution	resolution	NOUN
biht-273	71	17	,	,	PUNCT
biht-273	71	18	helping	help	VERB
biht-273	71	19	the	the	DET
biht-273	71	20	provider	provider	NOUN
biht-273	71	21	navigate	navigate	VERB
biht-273	71	22	the	the	DET
biht-273	71	23	complex	complex	ADJ
biht-273	71	24	process	process	NOUN
biht-273	71	25	of	of	ADP
biht-273	71	26	addressing	address	VERB
biht-273	71	27	claim	claim	NOUN
biht-273	71	28	denials	denial	NOUN
biht-273	71	29	.	.	PUNCT
biht-273	72	1	they	they	PRON
biht-273	72	2	can	can	AUX
biht-273	72	3	work	work	VERB
biht-273	72	4	closely	closely	ADV
biht-273	72	5	with	with	ADP
biht-273	72	6	the	the	DET
biht-273	72	7	provider	provider	NOUN
biht-273	72	8	’s	’s	PART
biht-273	72	9	billing	billing	NOUN
biht-273	72	10	and	and	CCONJ
biht-273	72	11	coding	code	VERB
biht-273	72	12	teams	team	NOUN
biht-273	72	13	to	to	PART
biht-273	72	14	understand	understand	VERB
biht-273	72	15	the	the	DET
biht-273	72	16	specific	specific	ADJ
biht-273	72	17	denial	denial	NOUN
biht-273	72	18	reasons	reason	NOUN
biht-273	72	19	and	and	CCONJ
biht-273	72	20	develop	develop	VERB
biht-273	72	21	strategies	strategy	NOUN
biht-273	72	22	to	to	PART
biht-273	72	23	rectify	rectify	VERB
biht-273	72	24	the	the	DET
biht-273	72	25	issues	issue	NOUN
biht-273	72	26	.	.	PUNCT
biht-273	73	1	this	this	PRON
biht-273	73	2	may	may	AUX
biht-273	73	3	involve	involve	VERB
biht-273	73	4	reformatting	reformatte	VERB
biht-273	73	5	claims	claim	NOUN
biht-273	73	6	,	,	PUNCT
biht-273	73	7	correcting	correct	VERB
biht-273	73	8	coding	code	VERB
biht-273	73	9	errors	error	NOUN
biht-273	73	10	,	,	PUNCT
biht-273	73	11	providing	provide	VERB
biht-273	73	12	additional	additional	ADJ
biht-273	73	13	documentation	documentation	NOUN
biht-273	73	14	,	,	PUNCT
biht-273	73	15	or	or	CCONJ
biht-273	73	16	engaging	engage	VERB
biht-273	73	17	in	in	ADP
biht-273	73	18	direct	direct	ADJ
biht-273	73	19	communication	communication	NOUN
biht-273	73	20	with	with	ADP
biht-273	73	21	the	the	DET
biht-273	73	22	insurer	insurer	NOUN
biht-273	73	23	to	to	PART
biht-273	73	24	resolve	resolve	VERB
biht-273	73	25	disputes	dispute	NOUN
biht-273	73	26	.	.	PUNCT
biht-273	74	1	•	•	NUM
biht-273	74	2	negotiation	negotiation	NOUN
biht-273	74	3	and	and	CCONJ
biht-273	74	4	settlement	settlement	NOUN
biht-273	74	5	:	:	PUNCT
biht-273	74	6	in	in	ADP
biht-273	74	7	cases	case	NOUN
biht-273	74	8	where	where	SCONJ
biht-273	74	9	the	the	DET
biht-273	74	10	provider	provider	NOUN
biht-273	74	11	’s	’s	PART
biht-273	74	12	claims	claim	NOUN
biht-273	74	13	have	have	AUX
biht-273	74	14	been	be	AUX
biht-273	74	15	unjustifiably	unjustifiably	ADV
biht-273	74	16	denied	deny	VERB
biht-273	74	17	,	,	PUNCT
biht-273	74	18	the	the	DET
biht-273	74	19	services	service	NOUN
biht-273	74	20	company	company	NOUN
biht-273	74	21	can	can	AUX
biht-273	74	22	assist	assist	VERB
biht-273	74	23	in	in	ADP
biht-273	74	24	negotiating	negotiate	VERB
biht-273	74	25	with	with	ADP
biht-273	74	26	the	the	DET
biht-273	74	27	insurer	insurer	NOUN
biht-273	74	28	to	to	PART
biht-273	74	29	reach	reach	VERB
biht-273	74	30	a	a	DET
biht-273	74	31	fair	fair	ADJ
biht-273	74	32	settlement	settlement	NOUN
biht-273	74	33	.	.	PUNCT
biht-273	75	1	they	they	PRON
biht-273	75	2	can	can	AUX
biht-273	75	3	leverage	leverage	VERB
biht-273	75	4	their	their	PRON
biht-273	75	5	knowledge	knowledge	NOUN
biht-273	75	6	of	of	ADP
biht-273	75	7	industry	industry	NOUN
biht-273	75	8	standards	standard	NOUN
biht-273	75	9	,	,	PUNCT
biht-273	75	10	reimbursement	reimbursement	NOUN
biht-273	75	11	guidelines	guideline	NOUN
biht-273	75	12	,	,	PUNCT
biht-273	75	13	and	and	CCONJ
biht-273	75	14	contractual	contractual	ADJ
biht-273	75	15	agreements	agreement	NOUN
biht-273	75	16	to	to	PART
biht-273	75	17	advocate	advocate	VERB
biht-273	75	18	for	for	ADP
biht-273	75	19	the	the	DET
biht-273	75	20	provider	provider	NOUN
biht-273	75	21	’s	’s	PART
biht-273	75	22	rights	right	NOUN
biht-273	75	23	.	.	PUNCT
biht-273	76	1	this	this	PRON
biht-273	76	2	may	may	AUX
biht-273	76	3	involve	involve	VERB
biht-273	76	4	engaging	engage	VERB
biht-273	76	5	in	in	ADP
biht-273	76	6	discussions	discussion	NOUN
biht-273	76	7	,	,	PUNCT
biht-273	76	8	presenting	present	VERB
biht-273	76	9	supporting	support	VERB
biht-273	76	10	evidence	evidence	NOUN
biht-273	76	11	,	,	PUNCT
biht-273	76	12	and	and	CCONJ
biht-273	76	13	seeking	seek	VERB
biht-273	76	14	a	a	DET
biht-273	76	15	mutually	mutually	ADV
biht-273	76	16	agreeable	agreeable	ADJ
biht-273	76	17	resolution	resolution	NOUN
biht-273	76	18	for	for	ADP
biht-273	76	19	both	both	DET
biht-273	76	20	parties	party	NOUN
biht-273	76	21	.	.	PUNCT
biht-273	77	1	•	•	NUM
biht-273	77	2	coding	coding	NOUN
biht-273	77	3	and	and	CCONJ
biht-273	77	4	documentation	documentation	NOUN
biht-273	77	5	improvement	improvement	NOUN
biht-273	77	6	:	:	PUNCT
biht-273	77	7	the	the	DET
biht-273	77	8	services	service	NOUN
biht-273	77	9	company	company	NOUN
biht-273	77	10	can	can	AUX
biht-273	77	11	offer	offer	VERB
biht-273	77	12	coding	coding	NOUN
biht-273	77	13	and	and	CCONJ
biht-273	77	14	documentation	documentation	NOUN
biht-273	77	15	improvement	improvement	NOUN
biht-273	77	16	services	service	NOUN
biht-273	77	17	to	to	ADP
biht-273	77	18	the	the	DET
biht-273	77	19	healthcare	healthcare	NOUN
biht-273	77	20	provider	provider	NOUN
biht-273	77	21	to	to	PART
biht-273	77	22	ensure	ensure	VERB
biht-273	77	23	that	that	SCONJ
biht-273	77	24	claims	claim	NOUN
biht-273	77	25	are	be	AUX
biht-273	77	26	submitted	submit	VERB
biht-273	77	27	accurately	accurately	ADV
biht-273	77	28	and	and	CCONJ
biht-273	77	29	with	with	ADP
biht-273	77	30	complete	complete	ADJ
biht-273	77	31	supporting	support	VERB
biht-273	77	32	documentation	documentation	NOUN
biht-273	77	33	.	.	PUNCT
biht-273	78	1	they	they	PRON
biht-273	78	2	can	can	AUX
biht-273	78	3	assess	assess	VERB
biht-273	78	4	the	the	DET
biht-273	78	5	provider	provider	NOUN
biht-273	78	6	’s	’s	PART
biht-273	78	7	coding	code	VERB
biht-273	78	8	practices	practice	NOUN
biht-273	78	9	,	,	PUNCT
biht-273	78	10	documentation	documentation	NOUN
biht-273	78	11	standards	standard	NOUN
biht-273	78	12	,	,	PUNCT
biht-273	78	13	and	and	CCONJ
biht-273	78	14	compliance	compliance	NOUN
biht-273	78	15	with	with	ADP
biht-273	78	16	billing	billing	NOUN
biht-273	78	17	regulations	regulation	NOUN
biht-273	78	18	.	.	PUNCT
biht-273	79	1	by	by	ADP
biht-273	79	2	identifying	identify	VERB
biht-273	79	3	areas	area	NOUN
biht-273	79	4	for	for	ADP
biht-273	79	5	improvement	improvement	NOUN
biht-273	79	6	and	and	CCONJ
biht-273	79	7	offering	offer	VERB
biht-273	79	8	training	training	NOUN
biht-273	79	9	or	or	CCONJ
biht-273	79	10	guidance	guidance	NOUN
biht-273	79	11	,	,	PUNCT
biht-273	79	12	they	they	PRON
biht-273	79	13	can	can	AUX
biht-273	79	14	help	help	VERB
biht-273	79	15	the	the	DET
biht-273	79	16	provider	provider	NOUN
biht-273	79	17	enhance	enhance	VERB
biht-273	79	18	their	their	PRON
biht-273	79	19	claims	claim	NOUN
biht-273	79	20	submission	submission	NOUN
biht-273	79	21	process	process	NOUN
biht-273	79	22	,	,	PUNCT
biht-273	79	23	reducing	reduce	VERB
biht-273	79	24	the	the	DET
biht-273	79	25	risk	risk	NOUN
biht-273	79	26	of	of	ADP
biht-273	79	27	unjustified	unjustified	ADJ
biht-273	79	28	claim	claim	NOUN
biht-273	79	29	denials	denial	NOUN
biht-273	79	30	.	.	PUNCT
biht-273	80	1	in	in	ADP
biht-273	80	2	terms	term	NOUN
biht-273	80	3	of	of	ADP
biht-273	80	4	commercial	commercial	ADJ
biht-273	80	5	arrangements	arrangement	NOUN
biht-273	80	6	,	,	PUNCT
biht-273	80	7	the	the	DET
biht-273	80	8	services	service	NOUN
biht-273	80	9	company	company	NOUN
biht-273	80	10	can	can	AUX
biht-273	80	11	structure	structure	VERB
biht-273	80	12	their	their	PRON
biht-273	80	13	engagement	engagement	NOUN
biht-273	80	14	through	through	ADP
biht-273	80	15	various	various	ADJ
biht-273	80	16	models	model	NOUN
biht-273	80	17	,	,	PUNCT
biht-273	80	18	such	such	ADJ
biht-273	80	19	as	as	ADP
biht-273	80	20	fee	fee	NOUN
biht-273	80	21	-	-	PUNCT
biht-273	80	22	based	base	VERB
biht-273	80	23	contracts	contract	NOUN
biht-273	80	24	,	,	PUNCT
biht-273	80	25	contingency	contingency	NOUN
biht-273	80	26	-	-	PUNCT
biht-273	80	27	based	base	VERB
biht-273	80	28	agreements	agreement	NOUN
biht-273	80	29	where	where	SCONJ
biht-273	80	30	they	they	PRON
biht-273	80	31	receive	receive	VERB
biht-273	80	32	a	a	DET
biht-273	80	33	percentage	percentage	NOUN
biht-273	80	34	of	of	ADP
biht-273	80	35	recovered	recovered	ADJ
biht-273	80	36	funds	fund	NOUN
biht-273	80	37	,	,	PUNCT
biht-273	80	38	or	or	CCONJ
biht-273	80	39	a	a	DET
biht-273	80	40	combination	combination	NOUN
biht-273	80	41	of	of	ADP
biht-273	80	42	both	both	PRON
biht-273	80	43	.	.	PUNCT
biht-273	81	1	the	the	DET
biht-273	81	2	specific	specific	ADJ
biht-273	81	3	details	detail	NOUN
biht-273	81	4	of	of	ADP
biht-273	81	5	the	the	DET
biht-273	81	6	commercial	commercial	ADJ
biht-273	81	7	approach	approach	NOUN
biht-273	81	8	will	will	AUX
biht-273	81	9	depend	depend	VERB
biht-273	81	10	on	on	ADP
biht-273	81	11	factors	factor	NOUN
biht-273	81	12	such	such	ADJ
biht-273	81	13	as	as	ADP
biht-273	81	14	the	the	DET
biht-273	81	15	volume	volume	NOUN
biht-273	81	16	of	of	ADP
biht-273	81	17	claims	claim	NOUN
biht-273	81	18	,	,	PUNCT
biht-273	81	19	the	the	DET
biht-273	81	20	complexity	complexity	NOUN
biht-273	81	21	of	of	ADP
biht-273	81	22	denials	denial	NOUN
biht-273	81	23	,	,	PUNCT
biht-273	81	24	the	the	DET
biht-273	81	25	duration	duration	NOUN
biht-273	81	26	of	of	ADP
biht-273	81	27	engagement	engagement	NOUN
biht-273	81	28	,	,	PUNCT
biht-273	81	29	and	and	CCONJ
biht-273	81	30	mutually	mutually	ADV
biht-273	81	31	agreed	agree	VERB
biht-273	81	32	-	-	PUNCT
biht-273	81	33	upon	upon	ADP
biht-273	81	34	terms	term	NOUN
biht-273	81	35	between	between	ADP
biht-273	81	36	the	the	DET
biht-273	81	37	services	service	NOUN
biht-273	81	38	company	company	NOUN
biht-273	81	39	and	and	CCONJ
biht-273	81	40	the	the	DET
biht-273	81	41	healthcare	healthcare	NOUN
biht-273	81	42	provider	provider	NOUN
biht-273	81	43	.	.	PUNCT
biht-273	82	1	conflicts	conflict	NOUN
biht-273	82	2	of	of	ADP
biht-273	82	3	interest	interest	NOUN
biht-273	82	4	joe	joe	PROPN
biht-273	82	5	hawayek	hawayek	PROPN
biht-273	82	6	is	be	AUX
biht-273	82	7	a	a	DET
biht-273	82	8	bhty	bhty	PROPN
biht-273	82	9	regional	regional	PROPN
biht-273	82	10	mena	mena	PROPN
biht-273	82	11	editor	editor	PROPN
biht-273	82	12	,	,	PUNCT
biht-273	82	13	and	and	CCONJ
biht-273	82	14	currently	currently	ADV
biht-273	82	15	serves	serve	VERB
biht-273	82	16	as	as	ADP
biht-273	82	17	board	board	NOUN
biht-273	82	18	member	member	NOUN
biht-273	82	19	at	at	ADP
biht-273	82	20	tachyhealth	tachyhealth	NOUN
biht-273	82	21	,	,	PUNCT
biht-273	82	22	an	an	DET
biht-273	82	23	ai	ai	NOUN
biht-273	82	24	-	-	PUNCT
biht-273	82	25	powered	power	VERB
biht-273	82	26	platform	platform	NOUN
biht-273	82	27	for	for	ADP
biht-273	82	28	addressing	address	VERB
biht-273	82	29	payor	payor	ADJ
biht-273	82	30	–	–	PUNCT
biht-273	82	31	provider	provider	NOUN
biht-273	82	32	interactions	interaction	NOUN
biht-273	82	33	.	.	PUNCT
biht-273	83	1	dr	dr	PROPN
biht-273	83	2	.	.	PROPN
biht-273	83	3	osama	osama	PROPN
biht-273	83	4	abouelkhir	abouelkhir	NOUN
biht-273	83	5	,	,	PUNCT
biht-273	83	6	is	be	AUX
biht-273	83	7	ceo	ceo	NOUN
biht-273	83	8	of	of	ADP
biht-273	83	9	tachyhealth	tachyhealth	NOUN
biht-273	83	10	.	.	PUNCT
biht-273	84	1	https://doi.org/10.30953/bhty.v6.273	https://doi.org/10.30953/bhty.v6.273	PROPN