id sid tid token lemma pos dpc-452 1 1 dermatology dermatology NOUN dpc-452 1 2 : : PUNCT dpc-452 1 3 practical practical ADJ dpc-452 1 4 and and CCONJ dpc-452 1 5 conceptual conceptual ADJ dpc-452 1 6 review review NOUN dpc-452 2 1 | | ADV dpc-452 2 2 dermatol dermatol ADJ dpc-452 2 3 pract pract NOUN dpc-452 2 4 concept concept NOUN dpc-452 2 5 2018;8(3):16 2018;8(3):16 NUM dpc-452 2 6 231 231 NUM dpc-452 2 7 dermatology dermatology NOUN dpc-452 2 8 practical practical ADJ dpc-452 2 9 & & CCONJ dpc-452 2 10 conceptual conceptual ADJ dpc-452 2 11 www.derm101.com www.derm101.com X dpc-452 2 12 sequential sequential ADJ dpc-452 2 13 digital digital ADJ dpc-452 2 14 dermatoscopic dermatoscopic NOUN dpc-452 2 15 imaging imaging NOUN dpc-452 2 16 of of ADP dpc-452 2 17 patients patient NOUN dpc-452 2 18 with with ADP dpc-452 2 19 multiple multiple ADJ dpc-452 2 20 atypical atypical ADJ dpc-452 2 21 nevi nevi ADJ dpc-452 2 22 philipp philipp PROPN dpc-452 2 23 tschandl1 tschandl1 NOUN dpc-452 2 24 1 1 NUM dpc-452 2 25     SPACE dpc-452 2 26 vidir vidir PROPN dpc-452 2 27 group group NOUN dpc-452 2 28 , , PUNCT dpc-452 2 29 department department NOUN dpc-452 2 30 of of ADP dpc-452 2 31 dermatology dermatology NOUN dpc-452 2 32 , , PUNCT dpc-452 2 33 medical medical ADJ dpc-452 2 34 university university PROPN dpc-452 2 35 of of ADP dpc-452 2 36 vienna vienna PROPN dpc-452 2 37 , , PUNCT dpc-452 2 38 austria austria PROPN dpc-452 2 39 key key ADJ dpc-452 2 40 words word NOUN dpc-452 2 41 : : PUNCT dpc-452 2 42 dermatoscopy dermatoscopy NOUN dpc-452 2 43 , , PUNCT dpc-452 2 44 monitoring monitoring NOUN dpc-452 2 45 , , PUNCT dpc-452 2 46 melanoma melanoma NOUN dpc-452 2 47 , , PUNCT dpc-452 2 48 nevi nevi ADJ dpc-452 2 49 , , PUNCT dpc-452 2 50 digital digital ADJ dpc-452 2 51 , , PUNCT dpc-452 2 52 screening screen VERB dpc-452 2 53 citation citation NOUN dpc-452 2 54 : : PUNCT dpc-452 2 55 tschandl tschandl PROPN dpc-452 2 56 p. p. NOUN dpc-452 2 57 sequential sequential ADJ dpc-452 2 58 digital digital ADJ dpc-452 2 59 dermatoscopic dermatoscopic ADJ dpc-452 2 60 imaging imaging NOUN dpc-452 2 61 of of ADP dpc-452 2 62 patients patient NOUN dpc-452 2 63 with with ADP dpc-452 2 64 multiple multiple ADJ dpc-452 2 65 atypical atypical ADJ dpc-452 2 66 nevi nevi NOUN dpc-452 2 67 . . PUNCT dpc-452 3 1 dermatol dermatol NOUN dpc-452 3 2 pract pract PROPN dpc-452 3 3 concept concept NOUN dpc-452 3 4 . . PUNCT dpc-452 4 1 2018;8(3):231 2018;8(3):231 X dpc-452 4 2 - - SYM dpc-452 4 3 237 237 NUM dpc-452 4 4 . . PUNCT dpc-452 5 1 doi doi NOUN dpc-452 5 2 : : PUNCT dpc-452 5 3 https://doi.org/10.5826/dpc.0803a16 https://doi.org/10.5826/dpc.0803a16 NOUN dpc-452 5 4 received receive VERB dpc-452 5 5 : : PUNCT dpc-452 5 6 december december PROPN dpc-452 5 7     SPACE dpc-452 5 8 29 29 NUM dpc-452 5 9 , , PUNCT dpc-452 5 10 2017 2017 NUM dpc-452 5 11 ; ; PUNCT dpc-452 5 12 accepted accept VERB dpc-452 5 13 : : PUNCT dpc-452 5 14 march march PROPN dpc-452 5 15     SPACE dpc-452 5 16 3 3 NUM dpc-452 5 17 , , PUNCT dpc-452 5 18 2018 2018 NUM dpc-452 5 19 ; ; PUNCT dpc-452 5 20 published publish VERB dpc-452 5 21 : : PUNCT dpc-452 5 22 july july PROPN dpc-452 5 23 31 31 NUM dpc-452 5 24 , , PUNCT dpc-452 5 25 2018 2018 NUM dpc-452 5 26 copyright copyright NOUN dpc-452 5 27 : : PUNCT dpc-452 6 1 © © PROPN dpc-452 6 2 2018 2018 NUM dpc-452 6 3     SPACE dpc-452 6 4 tschandl tschandl NOUN dpc-452 6 5 . . PUNCT dpc-452 7 1 this this PRON dpc-452 7 2 is be AUX dpc-452 7 3 an an DET dpc-452 7 4 open open ADJ dpc-452 7 5 - - PUNCT dpc-452 7 6 access access NOUN dpc-452 7 7 article article NOUN dpc-452 7 8 distributed distribute VERB dpc-452 7 9 under under ADP dpc-452 7 10 the the DET dpc-452 7 11 terms term NOUN dpc-452 7 12 of of ADP dpc-452 7 13 the the DET dpc-452 7 14 creative creative ADJ dpc-452 7 15 commons common NOUN dpc-452 7 16 attribution attribution NOUN dpc-452 7 17 license license NOUN dpc-452 7 18 , , PUNCT dpc-452 7 19 which which PRON dpc-452 7 20 permits permit VERB dpc-452 7 21 unrestricted unrestricted ADJ dpc-452 7 22 use use NOUN dpc-452 7 23 , , PUNCT dpc-452 7 24 distribution distribution NOUN dpc-452 7 25 , , PUNCT dpc-452 7 26 and and CCONJ dpc-452 7 27 reproduction reproduction NOUN dpc-452 7 28 in in ADP dpc-452 7 29 any any DET dpc-452 7 30 medium medium NOUN dpc-452 7 31 , , PUNCT dpc-452 7 32 provided provide VERB dpc-452 7 33 the the DET dpc-452 7 34 original original ADJ dpc-452 7 35 author author NOUN dpc-452 7 36 and and CCONJ dpc-452 7 37 source source NOUN dpc-452 7 38 are be AUX dpc-452 7 39 credited credit VERB dpc-452 7 40 . . PUNCT dpc-452 8 1 funding funding NOUN dpc-452 8 2 : : PUNCT dpc-452 8 3 none none NOUN dpc-452 8 4 . . PUNCT dpc-452 9 1 competing compete VERB dpc-452 9 2 interests interest NOUN dpc-452 9 3 : : PUNCT dpc-452 9 4 the the DET dpc-452 9 5 authors author NOUN dpc-452 9 6 have have VERB dpc-452 9 7 no no DET dpc-452 9 8 conflicts conflict NOUN dpc-452 9 9 of of ADP dpc-452 9 10 interest interest NOUN dpc-452 9 11 to to PART dpc-452 9 12 disclose disclose VERB dpc-452 9 13 . . PUNCT dpc-452 10 1 all all DET dpc-452 10 2 authors author NOUN dpc-452 10 3 have have AUX dpc-452 10 4 contributed contribute VERB dpc-452 10 5 significantly significantly ADV dpc-452 10 6 to to ADP dpc-452 10 7 this this DET dpc-452 10 8 publication publication NOUN dpc-452 10 9 . . PUNCT dpc-452 11 1 corresponding correspond VERB dpc-452 11 2 author author NOUN dpc-452 11 3 : : PUNCT dpc-452 11 4 priv priv PROPN dpc-452 11 5 . . PUNCT dpc-452 12 1 doz doz PROPN dpc-452 12 2 . . PROPN dpc-452 12 3 philipp philipp PROPN dpc-452 12 4 tschandl tschandl PROPN dpc-452 12 5 , , PUNCT dpc-452 12 6 md md PROPN dpc-452 12 7 , , PUNCT dpc-452 12 8 phd phd PROPN dpc-452 12 9 , , PUNCT dpc-452 12 10 vidir vidir PROPN dpc-452 12 11 group group PROPN dpc-452 12 12 , , PUNCT dpc-452 12 13 department department NOUN dpc-452 12 14 of of ADP dpc-452 12 15 dermatology dermatology NOUN dpc-452 12 16 , , PUNCT dpc-452 12 17 medical medical ADJ dpc-452 12 18 university university PROPN dpc-452 12 19 of of ADP dpc-452 12 20 vienna vienna PROPN dpc-452 12 21 , , PUNCT dpc-452 12 22 währinger währinger NOUN dpc-452 12 23 gürtel gürtel PROPN dpc-452 12 24     SPACE dpc-452 12 25 18 18 NUM dpc-452 12 26 - - SYM dpc-452 12 27 20 20 NUM dpc-452 12 28 , , PUNCT dpc-452 12 29 1090 1090 NUM dpc-452 12 30     SPACE dpc-452 12 31 vienna vienna PROPN dpc-452 12 32 , , PUNCT dpc-452 12 33 austria austria PROPN dpc-452 12 34 . . PUNCT dpc-452 12 35 email email NOUN dpc-452 12 36 : : PUNCT dpc-452 12 37 philipp.tschandl@meduniwien.ac.at philipp.tschandl@meduniwien.ac.at X dpc-452 12 38 . . PUNCT dpc-452 13 1 introduction introduction NOUN dpc-452 13 2 dermatoscopy dermatoscopy NOUN dpc-452 13 3 has have AUX dpc-452 13 4 progressed progress VERB dpc-452 13 5 to to ADP dpc-452 13 6 a a DET dpc-452 13 7 state state NOUN dpc-452 13 8 - - PUNCT dpc-452 13 9 of of ADP dpc-452 13 10 - - PUNCT dpc-452 13 11 the the DET dpc-452 13 12 art art NOUN dpc-452 13 13 technique technique NOUN dpc-452 13 14 not not PART dpc-452 13 15 only only ADV dpc-452 13 16 to to PART dpc-452 13 17 distinguish distinguish VERB dpc-452 13 18 melanoma melanoma NOUN dpc-452 13 19 from from ADP dpc-452 13 20 nevi nevi ADJ dpc-452 13 21 [ [ X dpc-452 13 22 1,2 1,2 NUM dpc-452 13 23 ] ] PUNCT dpc-452 13 24 , , PUNCT dpc-452 13 25 but but CCONJ dpc-452 13 26 also also ADV dpc-452 13 27 to to PART dpc-452 13 28 diagnose diagnose VERB dpc-452 13 29 all all DET dpc-452 13 30 kinds kind NOUN dpc-452 13 31 of of ADP dpc-452 13 32 pigmented pigmented ADJ dpc-452 13 33 and and CCONJ dpc-452 13 34 nonpigmented nonpigmented ADJ dpc-452 13 35 skin skin NOUN dpc-452 13 36 tumors tumor NOUN dpc-452 14 1 [ [ X dpc-452 14 2 3 3 NUM dpc-452 14 3 ] ] PUNCT dpc-452 14 4 . . PUNCT dpc-452 15 1 this this PRON dpc-452 15 2 is be AUX dpc-452 15 3 due due ADJ dpc-452 15 4 to to ADP dpc-452 15 5 its its PRON dpc-452 15 6 proven prove VERB dpc-452 15 7 increase increase NOUN dpc-452 15 8 in in ADP dpc-452 15 9 diagnostic diagnostic ADJ dpc-452 15 10 accuracy accuracy NOUN dpc-452 15 11 compared compare VERB dpc-452 15 12 to to ADP dpc-452 15 13 the the DET dpc-452 15 14 unaided unaided ADJ dpc-452 15 15 eye eye NOUN dpc-452 15 16 [ [ X dpc-452 15 17 4 4 NUM dpc-452 15 18 ] ] PUNCT dpc-452 15 19 , , PUNCT dpc-452 15 20 an an DET dpc-452 15 21 improvement improvement NOUN dpc-452 15 22 that that PRON dpc-452 15 23 recently recently ADV dpc-452 15 24 has have AUX dpc-452 15 25 also also ADV dpc-452 15 26 been be AUX dpc-452 15 27 shown show VERB dpc-452 15 28 to to PART dpc-452 15 29 be be AUX dpc-452 15 30 present present ADJ dpc-452 15 31 in in ADP dpc-452 15 32 nonpigmented nonpigmented ADJ dpc-452 15 33 lesions lesion NOUN dpc-452 15 34 that that PRON dpc-452 15 35 are be AUX dpc-452 15 36 inherently inherently ADV dpc-452 15 37 more more ADV dpc-452 15 38 difficult difficult ADJ dpc-452 15 39 to to PART dpc-452 15 40 diagnose diagnose VERB dpc-452 15 41 [ [ X dpc-452 15 42 5 5 NUM dpc-452 15 43 ] ] PUNCT dpc-452 15 44 . . PUNCT dpc-452 16 1 but but CCONJ dpc-452 16 2 there there PRON dpc-452 16 3 is be VERB dpc-452 16 4 a a DET dpc-452 16 5 specific specific ADJ dpc-452 16 6 aspect aspect NOUN dpc-452 16 7 of of ADP dpc-452 16 8 pigmented pigment VERB dpc-452 16 9 and and CCONJ dpc-452 16 10 nonpigmented nonpigmented ADJ dpc-452 16 11 skin skin NOUN dpc-452 16 12 lesion lesion NOUN dpc-452 16 13 diagnosis diagnosis NOUN dpc-452 16 14 with with ADP dpc-452 16 15 dermatoscopy dermatoscopy NOUN dpc-452 16 16 that that PRON dpc-452 16 17 stands stand VERB dpc-452 16 18 apart apart ADV dpc-452 16 19 , , PUNCT dpc-452 16 20 namely namely ADV dpc-452 16 21 , , PUNCT dpc-452 16 22 screening screen VERB dpc-452 16 23 high high ADJ dpc-452 16 24 - - PUNCT dpc-452 16 25 risk risk NOUN dpc-452 16 26 patients patient NOUN dpc-452 16 27 . . PUNCT dpc-452 17 1 why why SCONJ dpc-452 17 2 is be AUX dpc-452 17 3 this this PRON dpc-452 17 4 different different ADJ dpc-452 17 5 ? ? PUNCT dpc-452 18 1 not not PART dpc-452 18 2 only only ADV dpc-452 18 3 are be AUX dpc-452 18 4 these these DET dpc-452 18 5 patients patient NOUN dpc-452 18 6 much much ADV dpc-452 18 7 more more ADV dpc-452 18 8 likely likely ADJ dpc-452 18 9 to to PART dpc-452 18 10 be be AUX dpc-452 18 11 diagnosed diagnose VERB dpc-452 18 12 with with ADP dpc-452 18 13 melanoma melanoma NOUN dpc-452 18 14 [ [ X dpc-452 18 15 6,7 6,7 NUM dpc-452 18 16 ] ] PUNCT dpc-452 18 17 , , PUNCT dpc-452 18 18 they they PRON dpc-452 18 19 are be AUX dpc-452 18 20 also also ADV dpc-452 18 21 more more ADV dpc-452 18 22 difficult difficult ADJ dpc-452 18 23 to to PART dpc-452 18 24 diagnose diagnose VERB dpc-452 18 25 [ [ X dpc-452 18 26 8 8 NUM dpc-452 18 27 ] ] PUNCT dpc-452 18 28 . . PUNCT dpc-452 19 1 this this PRON dpc-452 19 2 is be AUX dpc-452 19 3 partially partially ADV dpc-452 19 4 because because SCONJ dpc-452 19 5 early early ADJ dpc-452 19 6 melanoma melanoma NOUN dpc-452 19 7 can can AUX dpc-452 19 8 be be AUX dpc-452 19 9 featureless featureless ADJ dpc-452 19 10 , , PUNCT dpc-452 19 11 but but CCONJ dpc-452 19 12 also also ADV dpc-452 19 13 because because SCONJ dpc-452 19 14 nevi nevi ADJ dpc-452 19 15 on on ADP dpc-452 19 16 those those DET dpc-452 19 17 patients patient NOUN dpc-452 19 18 can can AUX dpc-452 19 19 have have VERB dpc-452 19 20 a a DET dpc-452 19 21 worrisome worrisome ADJ dpc-452 19 22 morphology morphology NOUN dpc-452 19 23 . . PUNCT dpc-452 20 1 some some DET dpc-452 20 2 approaches approach NOUN dpc-452 20 3 have have AUX dpc-452 20 4 been be AUX dpc-452 20 5 proposed propose VERB dpc-452 20 6 to to PART dpc-452 20 7 tackle tackle VERB dpc-452 20 8 these these DET dpc-452 20 9 problems problem NOUN dpc-452 20 10 . . PUNCT dpc-452 21 1 the the DET dpc-452 21 2 morphologic morphologic ADJ dpc-452 21 3 differentiability differentiability NOUN dpc-452 21 4 can can AUX dpc-452 21 5 be be AUX dpc-452 21 6 overcome overcome VERB dpc-452 21 7 partly partly ADV dpc-452 21 8 by by ADP dpc-452 21 9 comparing compare VERB dpc-452 21 10 nevi nevi ADJ dpc-452 21 11 clusters cluster NOUN dpc-452 21 12 of of ADP dpc-452 21 13 the the DET dpc-452 21 14 same same ADJ dpc-452 21 15 pattern pattern NOUN dpc-452 21 16 in in ADP dpc-452 21 17 a a DET dpc-452 21 18 patient patient NOUN dpc-452 21 19 [ [ X dpc-452 21 20 9,10 9,10 NUM dpc-452 21 21 ] ] PUNCT dpc-452 21 22 , , PUNCT dpc-452 21 23 which which PRON dpc-452 21 24 has have AUX dpc-452 21 25 become become VERB dpc-452 21 26 well well ADV dpc-452 21 27 known know VERB dpc-452 21 28 as as ADP dpc-452 21 29 the the DET dpc-452 21 30 comparative comparative ADJ dpc-452 21 31 approach approach NOUN dpc-452 21 32 set set VERB dpc-452 21 33 forth forth ADV dpc-452 21 34 by by ADP dpc-452 21 35 argenziano argenziano ADJ dpc-452 22 1 [ [ X dpc-452 22 2 11 11 NUM dpc-452 22 3 ] ] PUNCT dpc-452 22 4 . . PUNCT dpc-452 23 1 this this DET dpc-452 23 2 comparative comparative ADJ dpc-452 23 3 approach approach NOUN dpc-452 23 4 has have VERB dpc-452 23 5 its its PRON dpc-452 23 6 limitations limitation NOUN dpc-452 23 7 though though ADV dpc-452 23 8 ; ; PUNCT dpc-452 23 9 for for ADP dpc-452 23 10 example example NOUN dpc-452 23 11 , , PUNCT dpc-452 23 12 in in ADP dpc-452 23 13 an an DET dpc-452 23 14 experimental experimental ADJ dpc-452 23 15 setting setting NOUN dpc-452 23 16 , , PUNCT dpc-452 23 17 dermatologists dermatologist NOUN dpc-452 23 18 were be AUX dpc-452 23 19 not not PART dpc-452 23 20 able able ADJ dpc-452 23 21 to to PART dpc-452 23 22 distinguish distinguish VERB dpc-452 23 23 melanomas melanomas NOUN dpc-452 23 24 and and CCONJ dpc-452 23 25 nevi nevi ADJ dpc-452 23 26 well well ADV dpc-452 23 27 in in ADP dpc-452 23 28 lesions lesion NOUN dpc-452 23 29 of of ADP dpc-452 23 30 high high ADJ dpc-452 23 31 - - PUNCT dpc-452 23 32 risk risk NOUN dpc-452 23 33 patients patient NOUN dpc-452 23 34 [ [ X dpc-452 23 35 8,12 8,12 NUM dpc-452 23 36 ] ] PUNCT dpc-452 23 37 . . PUNCT dpc-452 24 1 total total ADJ dpc-452 24 2 - - PUNCT dpc-452 24 3 body body NOUN dpc-452 24 4 imaging imaging NOUN dpc-452 24 5 is be AUX dpc-452 24 6 widely widely ADV dpc-452 24 7 used use VERB dpc-452 24 8 for for ADP dpc-452 24 9 screening screen VERB dpc-452 24 10 high high ADJ dpc-452 24 11 - - PUNCT dpc-452 24 12 risk risk NOUN dpc-452 24 13 patients patient NOUN dpc-452 24 14 , , PUNCT dpc-452 24 15 but but CCONJ dpc-452 24 16 because because SCONJ dpc-452 24 17 pigmented pigmented ADJ dpc-452 24 18 skin skin NOUN dpc-452 24 19 lesions lesion NOUN dpc-452 24 20 can can AUX dpc-452 24 21 change change VERB dpc-452 24 22 or or CCONJ dpc-452 24 23 occur occur VERB dpc-452 24 24 , , PUNCT dpc-452 24 25 especially especially ADV dpc-452 24 26 in in ADP dpc-452 24 27 young young ADJ dpc-452 24 28 patients patient NOUN dpc-452 25 1 [ [ X dpc-452 25 2 13 13 NUM dpc-452 25 3 - - SYM dpc-452 25 4 15 15 NUM dpc-452 25 5 ] ] PUNCT dpc-452 25 6 , , PUNCT dpc-452 25 7 it it PRON dpc-452 25 8 is be AUX dpc-452 25 9 most most ADV dpc-452 25 10 commonly commonly ADV dpc-452 25 11 not not PART dpc-452 25 12 applied apply VERB dpc-452 25 13 solely solely ADV dpc-452 25 14 but but CCONJ dpc-452 25 15 in in ADP dpc-452 25 16 combination combination NOUN dpc-452 25 17 with with ADP dpc-452 25 18 other other ADJ dpc-452 25 19 diagnostic diagnostic ADJ dpc-452 25 20 methods method NOUN dpc-452 25 21 [ [ X dpc-452 25 22 16,17 16,17 NUM dpc-452 25 23 ] ] PUNCT dpc-452 25 24 . . PUNCT dpc-452 26 1 patients patient NOUN dpc-452 26 2 with with ADP dpc-452 26 3 multiple multiple ADJ dpc-452 26 4 atypical atypical ADJ dpc-452 26 5 nevi nevi NOUN dpc-452 26 6 are be AUX dpc-452 26 7 at at ADP dpc-452 26 8 higher high ADJ dpc-452 26 9 risk risk NOUN dpc-452 26 10 of of ADP dpc-452 26 11 developing develop VERB dpc-452 26 12 melanoma melanoma NOUN dpc-452 26 13 . . PUNCT dpc-452 27 1 among among ADP dpc-452 27 2 different different ADJ dpc-452 27 3 techniques technique NOUN dpc-452 27 4 , , PUNCT dpc-452 27 5 sequential sequential ADJ dpc-452 27 6 digital digital ADJ dpc-452 27 7 dermatoscopic dermatoscopic NOUN dpc-452 27 8 imaging imaging NOUN dpc-452 27 9 ( ( PUNCT dpc-452 27 10 sddi sddi ADJ dpc-452 27 11 ) ) PUNCT dpc-452 27 12 is be AUX dpc-452 27 13 a a DET dpc-452 27 14 state state NOUN dpc-452 27 15 - - PUNCT dpc-452 27 16 of of ADP dpc-452 27 17 - - PUNCT dpc-452 27 18 the the DET dpc-452 27 19 art art NOUN dpc-452 27 20 method method NOUN dpc-452 27 21 to to PART dpc-452 27 22 enhance enhance VERB dpc-452 27 23 diagnostic diagnostic ADJ dpc-452 27 24 accuracy accuracy NOUN dpc-452 27 25 in in ADP dpc-452 27 26 evaluating evaluate VERB dpc-452 27 27 pigmented pigment VERB dpc-452 27 28 skin skin NOUN dpc-452 27 29 lesions lesion NOUN dpc-452 27 30 . . PUNCT dpc-452 28 1 it it PRON dpc-452 28 2 relies rely VERB dpc-452 28 3 on on ADP dpc-452 28 4 analyzing analyze VERB dpc-452 28 5 digital digital ADJ dpc-452 28 6 dermatoscopic dermatoscopic NOUN dpc-452 28 7 images image NOUN dpc-452 28 8 of of ADP dpc-452 28 9 a a DET dpc-452 28 10 lesion lesion NOUN dpc-452 28 11 over over ADP dpc-452 28 12 time time NOUN dpc-452 28 13 to to PART dpc-452 28 14 find find VERB dpc-452 28 15 specific specific ADJ dpc-452 28 16 dynamic dynamic ADJ dpc-452 28 17 criteria criterion NOUN dpc-452 28 18 inferring infer VERB dpc-452 28 19 biologic biologic ADJ dpc-452 28 20 behavior behavior NOUN dpc-452 28 21 . . PUNCT dpc-452 29 1 sddi sddi NOUN dpc-452 29 2 can can AUX dpc-452 29 3 reduce reduce VERB dpc-452 29 4 the the DET dpc-452 29 5 number number NOUN dpc-452 29 6 of of ADP dpc-452 29 7 necessary necessary ADJ dpc-452 29 8 excisions excision NOUN dpc-452 29 9 and and CCONJ dpc-452 29 10 finds find VERB dpc-452 29 11 melanomas melanoma NOUN dpc-452 29 12 in in ADP dpc-452 29 13 an an DET dpc-452 29 14 early early ADJ dpc-452 29 15 — — PUNCT dpc-452 29 16 and and CCONJ dpc-452 29 17 potentially potentially ADV dpc-452 29 18 curable curable ADJ dpc-452 29 19 — — PUNCT dpc-452 29 20 stage stage NOUN dpc-452 29 21 , , PUNCT dpc-452 29 22 but but CCONJ dpc-452 29 23 precautions precaution NOUN dpc-452 29 24 in in ADP dpc-452 29 25 selecting select VERB dpc-452 29 26 patients patient NOUN dpc-452 29 27 and and CCONJ dpc-452 29 28 lesions lesion NOUN dpc-452 29 29 have have VERB dpc-452 29 30 to to PART dpc-452 29 31 be be AUX dpc-452 29 32 met meet VERB dpc-452 29 33 to to PART dpc-452 29 34 reach reach VERB dpc-452 29 35 those those DET dpc-452 29 36 goals goal NOUN dpc-452 29 37 . . PUNCT dpc-452 30 1 abstract abstract ADJ dpc-452 30 2 232 232 NUM dpc-452 30 3 review review NOUN dpc-452 30 4 | | ADV dpc-452 30 5 dermatol dermatol ADJ dpc-452 30 6 pract pract NOUN dpc-452 30 7 concept concept NOUN dpc-452 30 8 2018;8(3):16 2018;8(3):16 NUM dpc-452 30 9 most most ADV dpc-452 30 10 likely likely ADV dpc-452 30 11 will will AUX dpc-452 30 12 not not PART dpc-452 30 13 benefit benefit VERB dpc-452 30 14 from from ADP dpc-452 30 15 it it PRON dpc-452 30 16 at at ADV dpc-452 30 17 all all ADV dpc-452 30 18 ; ; PUNCT dpc-452 30 19 instead instead ADV dpc-452 30 20 , , PUNCT dpc-452 30 21 it it PRON dpc-452 30 22 may may AUX dpc-452 30 23 even even ADV dpc-452 30 24 do do VERB dpc-452 30 25 harm harm NOUN dpc-452 30 26 , , PUNCT dpc-452 30 27 as as SCONJ dpc-452 30 28 recent recent ADJ dpc-452 30 29 literature literature NOUN dpc-452 30 30 shows show VERB dpc-452 30 31 a a DET dpc-452 30 32 positive positive ADJ dpc-452 30 33 association association NOUN dpc-452 30 34 of of ADP dpc-452 30 35 false false ADJ dpc-452 30 36 positive positive ADJ dpc-452 30 37 findings finding NOUN dpc-452 30 38 with with ADP dpc-452 30 39 a a DET dpc-452 30 40 number number NOUN dpc-452 30 41 of of ADP dpc-452 30 42 monitored monitor VERB dpc-452 30 43 lesions lesion NOUN dpc-452 30 44 in in ADP dpc-452 30 45 a a DET dpc-452 30 46 patient patient NOUN dpc-452 31 1 [ [ X dpc-452 31 2 30 30 NUM dpc-452 31 3 ] ] PUNCT dpc-452 31 4 . . PUNCT dpc-452 32 1 compliance compliance NOUN dpc-452 32 2 an an DET dpc-452 32 3 often often ADV dpc-452 32 4 - - PUNCT dpc-452 32 5 underestimated underestimate VERB dpc-452 32 6 drawback drawback NOUN dpc-452 32 7 is be AUX dpc-452 32 8 lack lack NOUN dpc-452 32 9 of of ADP dpc-452 32 10 patient patient ADJ dpc-452 32 11 compliance compliance NOUN dpc-452 33 1 [ [ X dpc-452 33 2 29,31 29,31 NUM dpc-452 33 3 ] ] X dpc-452 33 4 ; ; PUNCT dpc-452 33 5 that that PRON dpc-452 33 6 is is ADV dpc-452 33 7 , , PUNCT dpc-452 33 8 patients patient NOUN dpc-452 33 9 do do AUX dpc-452 33 10 not not PART dpc-452 33 11 show show VERB dpc-452 33 12 up up ADP dpc-452 33 13 for for ADP dpc-452 33 14 the the DET dpc-452 33 15 followup followup NOUN dpc-452 33 16 appointments appointment NOUN dpc-452 33 17 . . PUNCT dpc-452 34 1 the the DET dpc-452 34 2 reason reason NOUN dpc-452 34 3 this this PRON dpc-452 34 4 is be AUX dpc-452 34 5 an an DET dpc-452 34 6 issue issue NOUN dpc-452 34 7 is be AUX dpc-452 34 8 changed change VERB dpc-452 34 9 sensitivity sensitivity NOUN dpc-452 34 10 at at ADP dpc-452 34 11 the the DET dpc-452 34 12 baseline baseline ADJ dpc-452 34 13 visit visit NOUN dpc-452 34 14 [ [ X dpc-452 34 15 32 32 NUM dpc-452 34 16 ] ] PUNCT dpc-452 34 17 . . PUNCT dpc-452 35 1 one one NUM dpc-452 35 2 basic basic ADJ dpc-452 35 3 mechanism mechanism NOUN dpc-452 35 4 of of ADP dpc-452 35 5 the the DET dpc-452 35 6 increased increase VERB dpc-452 35 7 diagnostic diagnostic ADJ dpc-452 35 8 accuracy accuracy NOUN dpc-452 35 9 of of ADP dpc-452 35 10 digital digital ADJ dpc-452 35 11 dermatoscopic dermatoscopic NOUN dpc-452 35 12 monitoring monitoring NOUN dpc-452 35 13 is be AUX dpc-452 35 14 that that SCONJ dpc-452 35 15 one one NUM dpc-452 35 16 increases increase VERB dpc-452 35 17 specificity specificity NOUN dpc-452 35 18 by by ADP dpc-452 35 19 leaving leave VERB dpc-452 35 20 a a DET dpc-452 35 21 lesion lesion NOUN dpc-452 35 22 untouched untouched ADJ dpc-452 35 23 in in ADP dpc-452 35 24 good good ADJ dpc-452 35 25 faith faith NOUN dpc-452 35 26 , , PUNCT dpc-452 35 27 the the DET dpc-452 35 28 lesion lesion NOUN dpc-452 35 29 — — PUNCT dpc-452 35 30 on on ADP dpc-452 35 31 the the DET dpc-452 35 32 patient patient NOUN dpc-452 35 33 — — PUNCT dpc-452 35 34 will will AUX dpc-452 35 35 come come VERB dpc-452 35 36 back back ADV dpc-452 35 37 after after ADP dpc-452 35 38 a a DET dpc-452 35 39 specified specified ADJ dpc-452 35 40 interval interval NOUN dpc-452 35 41 . . PUNCT dpc-452 36 1 this this DET dpc-452 36 2 increased increase VERB dpc-452 36 3 specificity specificity NOUN dpc-452 36 4 comes come VERB dpc-452 36 5 at at ADP dpc-452 36 6 the the DET dpc-452 36 7 price price NOUN dpc-452 36 8 of of ADP dpc-452 36 9 lower low ADJ dpc-452 36 10 sensitivity sensitivity NOUN dpc-452 36 11 , , PUNCT dpc-452 36 12 which which PRON dpc-452 36 13 can can AUX dpc-452 36 14 only only ADV dpc-452 36 15 be be AUX dpc-452 36 16 overcome overcome VERB dpc-452 36 17 by by ADP dpc-452 36 18 finding find VERB dpc-452 36 19 missed miss VERB dpc-452 36 20 melanomas melanoma NOUN dpc-452 36 21 at at ADP dpc-452 36 22 a a DET dpc-452 36 23 second second ADJ dpc-452 36 24 examination examination NOUN dpc-452 36 25 . . PUNCT dpc-452 37 1 thus thus ADV dpc-452 37 2 , , PUNCT dpc-452 37 3 the the DET dpc-452 37 4 physician physician NOUN dpc-452 37 5 has have VERB dpc-452 37 6 to to PART dpc-452 37 7 ensure ensure VERB dpc-452 37 8 the the DET dpc-452 37 9 patient patient ADJ dpc-452 37 10 returns return NOUN dpc-452 37 11 to to ADP dpc-452 37 12 the the DET dpc-452 37 13 office office NOUN dpc-452 37 14 . . PUNCT dpc-452 38 1 while while SCONJ dpc-452 38 2 the the DET dpc-452 38 3 lack lack NOUN dpc-452 38 4 of of ADP dpc-452 38 5 compliance compliance NOUN dpc-452 38 6 is be AUX dpc-452 38 7 not not PART dpc-452 38 8 without without ADP dpc-452 38 9 dispute dispute NOUN dpc-452 38 10 [ [ X dpc-452 38 11 33 33 NUM dpc-452 38 12 ] ] PUNCT dpc-452 38 13 , , PUNCT dpc-452 38 14 an an DET dpc-452 38 15 italian italian ADJ dpc-452 38 16 group group NOUN dpc-452 39 1 [ [ X dpc-452 39 2 28 28 NUM dpc-452 39 3 ] ] PUNCT dpc-452 39 4 found find VERB dpc-452 39 5 compliance compliance NOUN dpc-452 39 6 was be AUX dpc-452 39 7 higher high ADJ dpc-452 39 8 for for ADP dpc-452 39 9 shorter short ADJ dpc-452 39 10 intervals interval NOUN dpc-452 39 11 and and CCONJ dpc-452 39 12 that that SCONJ dpc-452 39 13 long long ADJ dpc-452 39 14 - - PUNCT dpc-452 39 15 term term NOUN dpc-452 39 16 monitoring monitoring NOUN dpc-452 39 17 may may AUX dpc-452 39 18 be be AUX dpc-452 39 19 started start VERB dpc-452 39 20 with with ADP dpc-452 39 21 shorter short ADJ dpc-452 39 22 periods period NOUN dpc-452 39 23 . . PUNCT dpc-452 40 1 lesions lesion NOUN dpc-452 40 2 previous previous ADJ dpc-452 40 3 studies study NOUN dpc-452 40 4 have have AUX dpc-452 40 5 shown show VERB dpc-452 40 6 that that SCONJ dpc-452 40 7 in in ADP dpc-452 40 8 high high ADJ dpc-452 40 9 - - PUNCT dpc-452 40 10 risk risk NOUN dpc-452 40 11 patients patient NOUN dpc-452 40 12 one one PRON dpc-452 40 13 can can AUX dpc-452 40 14 not not PART dpc-452 40 15 estimate estimate VERB dpc-452 40 16 at at ADP dpc-452 40 17 baseline baseline NOUN dpc-452 40 18 which which PRON dpc-452 40 19 of of ADP dpc-452 40 20 the the DET dpc-452 40 21 lesions lesion NOUN dpc-452 40 22 on on ADP dpc-452 40 23 the the DET dpc-452 40 24 patient patient NOUN dpc-452 40 25 is be AUX dpc-452 40 26 more more ADV dpc-452 40 27 prone prone ADJ dpc-452 40 28 to to PART dpc-452 40 29 become become VERB dpc-452 40 30 a a DET dpc-452 40 31 melanoma melanoma NOUN dpc-452 41 1 [ [ X dpc-452 41 2 8,12 8,12 NUM dpc-452 41 3 ] ] PUNCT dpc-452 41 4 . . PUNCT dpc-452 42 1 while while SCONJ dpc-452 42 2 other other ADJ dpc-452 42 3 authors author NOUN dpc-452 42 4 argue argue VERB dpc-452 42 5 that that SCONJ dpc-452 42 6 only only ADJ dpc-452 42 7 lesions lesion NOUN dpc-452 42 8 with with ADP dpc-452 42 9 some some DET dpc-452 42 10 sign sign NOUN dpc-452 42 11 of of ADP dpc-452 42 12 atypia atypia PROPN dpc-452 42 13 should should AUX dpc-452 42 14 be be AUX dpc-452 42 15 followed follow VERB dpc-452 42 16 over over ADP dpc-452 42 17 time time NOUN dpc-452 42 18 [ [ X dpc-452 42 19 34 34 NUM dpc-452 42 20 ] ] PUNCT dpc-452 42 21 , , PUNCT dpc-452 42 22 those those DET dpc-452 42 23 results result NOUN dpc-452 42 24 suggest suggest VERB dpc-452 42 25 a a DET dpc-452 42 26 possible possible ADJ dpc-452 42 27 benefit benefit NOUN dpc-452 42 28 in in ADP dpc-452 42 29 integrating integrate VERB dpc-452 42 30 inconspicuous inconspicuous ADJ dpc-452 42 31 lesions lesion NOUN dpc-452 42 32 . . PUNCT dpc-452 43 1 one one PRON dpc-452 43 2 should should AUX dpc-452 43 3 not not PART dpc-452 43 4 follow follow VERB dpc-452 43 5 , , PUNCT dpc-452 43 6 though though ADV dpc-452 43 7 , , PUNCT dpc-452 43 8 that that SCONJ dpc-452 43 9 all all DET dpc-452 43 10 lesions lesion NOUN dpc-452 43 11 on on ADP dpc-452 43 12 a a DET dpc-452 43 13 patient patient NOUN dpc-452 43 14 have have VERB dpc-452 43 15 to to PART dpc-452 43 16 be be AUX dpc-452 43 17 monitored monitor VERB dpc-452 43 18 at at ADP dpc-452 43 19 every every DET dpc-452 43 20 visit visit NOUN dpc-452 43 21 . . PUNCT dpc-452 44 1 taking take VERB dpc-452 44 2 photographs photograph NOUN dpc-452 44 3 of of ADP dpc-452 44 4 all all DET dpc-452 44 5 lesions lesion NOUN dpc-452 44 6 at at ADP dpc-452 44 7 every every DET dpc-452 44 8 visit visit NOUN dpc-452 44 9 is be AUX dpc-452 44 10 not not PART dpc-452 44 11 only only ADV dpc-452 44 12 impossible impossible ADJ dpc-452 44 13 to to PART dpc-452 44 14 do do VERB dpc-452 44 15 in in ADP dpc-452 44 16 a a DET dpc-452 44 17 reasonable reasonable ADJ dpc-452 44 18 amount amount NOUN dpc-452 44 19 of of ADP dpc-452 44 20 time time NOUN dpc-452 44 21 , , PUNCT dpc-452 44 22 but but CCONJ dpc-452 44 23 it it PRON dpc-452 44 24 may may AUX dpc-452 44 25 also also ADV dpc-452 44 26 decrease decrease VERB dpc-452 44 27 diagnostic diagnostic ADJ dpc-452 44 28 accuracy accuracy NOUN dpc-452 44 29 as as SCONJ dpc-452 44 30 more more ADV dpc-452 44 31 monitored monitored ADJ dpc-452 44 32 lesions lesion NOUN dpc-452 44 33 per per ADP dpc-452 44 34 patient patient NOUN dpc-452 44 35 are be AUX dpc-452 44 36 positively positively ADV dpc-452 44 37 correlated correlate VERB dpc-452 44 38 with with ADP dpc-452 44 39 false false ADJ dpc-452 44 40 positive positive ADJ dpc-452 44 41 findings finding NOUN dpc-452 44 42 [ [ X dpc-452 44 43 30 30 NUM dpc-452 44 44 ] ] PUNCT dpc-452 44 45 . . PUNCT dpc-452 45 1 a a DET dpc-452 45 2 survey survey NOUN dpc-452 45 3 showed show VERB dpc-452 45 4 that that SCONJ dpc-452 45 5 the the DET dpc-452 45 6 majority majority NOUN dpc-452 45 7 of of ADP dpc-452 45 8 experts expert NOUN dpc-452 45 9 in in ADP dpc-452 45 10 the the DET dpc-452 45 11 field field NOUN dpc-452 45 12 in in ADP dpc-452 45 13 fact fact NOUN dpc-452 45 14 do do AUX dpc-452 45 15 not not PART dpc-452 45 16 perform perform VERB dpc-452 45 17 dermatoscopic dermatoscopic ADJ dpc-452 45 18 monitoring monitoring NOUN dpc-452 45 19 of of ADP dpc-452 45 20 every every DET dpc-452 45 21 single single ADJ dpc-452 45 22 lesion lesion NOUN dpc-452 45 23 on on ADP dpc-452 45 24 a a DET dpc-452 45 25 patient patient NOUN dpc-452 45 26 [ [ X dpc-452 45 27 35 35 NUM dpc-452 45 28 ] ] PUNCT dpc-452 45 29 , , PUNCT dpc-452 45 30 and and CCONJ dpc-452 45 31 indirect indirect ADJ dpc-452 45 32 evidence evidence NOUN dpc-452 45 33 indicates indicate VERB dpc-452 45 34 this this PRON dpc-452 45 35 is be AUX dpc-452 45 36 truly truly ADV dpc-452 45 37 not not PART dpc-452 45 38 necessary necessary ADJ dpc-452 45 39 . . PUNCT dpc-452 46 1 in in ADP dpc-452 46 2 a a DET dpc-452 46 3 retrospective retrospective ADJ dpc-452 46 4 analysis analysis NOUN dpc-452 46 5 of of ADP dpc-452 46 6 our our PRON dpc-452 46 7 own own ADJ dpc-452 46 8 high high ADJ dpc-452 46 9 - - PUNCT dpc-452 46 10 risk risk NOUN dpc-452 46 11 center center NOUN dpc-452 46 12 , , PUNCT dpc-452 46 13 where where SCONJ dpc-452 46 14 only only ADV dpc-452 46 15 a a DET dpc-452 46 16 random random ADJ dpc-452 46 17 subset subset NOUN dpc-452 46 18 of of ADP dpc-452 46 19 lesions lesion NOUN dpc-452 46 20 is be AUX dpc-452 46 21 monitored monitor VERB dpc-452 46 22 at at ADP dpc-452 46 23 every every DET dpc-452 46 24 visit visit NOUN dpc-452 46 25 with with ADP dpc-452 46 26 monitoring monitoring NOUN dpc-452 46 27 being be AUX dpc-452 46 28 stopped stop VERB dpc-452 46 29 after after SCONJ dpc-452 46 30 no no DET dpc-452 46 31 change change NOUN dpc-452 46 32 has have AUX dpc-452 46 33 been be AUX dpc-452 46 34 seen see VERB dpc-452 46 35 for for ADP dpc-452 46 36     SPACE dpc-452 46 37 2 2 NUM dpc-452 46 38 ( ( PUNCT dpc-452 46 39 or or CCONJ dpc-452 46 40     SPACE dpc-452 46 41 3 3 NUM dpc-452 46 42 ) ) PUNCT dpc-452 46 43 years year NOUN dpc-452 46 44 , , PUNCT dpc-452 46 45 almost almost ADV dpc-452 46 46 half half NOUN dpc-452 46 47 of of ADP dpc-452 46 48 melanomas melanoma NOUN dpc-452 46 49 were be AUX dpc-452 46 50 in in ADP dpc-452 46 51 situ situ NOUN dpc-452 46 52 and and CCONJ dpc-452 46 53 mean mean ADJ dpc-452 46 54 invasion invasion NOUN dpc-452 46 55 depth depth NOUN dpc-452 46 56 was be AUX dpc-452 46 57 well well ADV dpc-452 46 58 below below ADP dpc-452 46 59     SPACE dpc-452 46 60 1 1 NUM dpc-452 46 61     SPACE dpc-452 46 62 mm mm PROPN dpc-452 46 63 for for ADP dpc-452 46 64     SPACE dpc-452 46 65 10 10 NUM dpc-452 46 66     SPACE dpc-452 46 67 years year NOUN dpc-452 47 1 [ [ X dpc-452 47 2 30 30 NUM dpc-452 47 3 ] ] PUNCT dpc-452 47 4 . . PUNCT dpc-452 48 1 therefore therefore ADV dpc-452 48 2 , , PUNCT dpc-452 48 3 because because SCONJ dpc-452 48 4 we we PRON dpc-452 48 5 can can AUX dpc-452 48 6 not not PART dpc-452 48 7 estimate estimate VERB dpc-452 48 8 which which DET dpc-452 48 9 pigmented pigment VERB dpc-452 48 10 skin skin NOUN dpc-452 48 11 lesion lesion NOUN dpc-452 48 12 turns turn VERB dpc-452 48 13 out out ADP dpc-452 48 14 to to PART dpc-452 48 15 be be AUX dpc-452 48 16 a a DET dpc-452 48 17 melanoma melanoma NOUN dpc-452 48 18 , , PUNCT dpc-452 48 19 selection selection NOUN dpc-452 48 20 of of ADP dpc-452 48 21 lesion lesion NOUN dpc-452 48 22 monitoring monitoring NOUN dpc-452 48 23 has have VERB dpc-452 48 24 to to PART dpc-452 48 25 be be AUX dpc-452 48 26 random random ADJ dpc-452 48 27 and and CCONJ dpc-452 48 28 can can AUX dpc-452 48 29 be be AUX dpc-452 48 30 incremental incremental ADJ dpc-452 48 31 to to PART dpc-452 48 32 save save VERB dpc-452 48 33 resources resource NOUN dpc-452 48 34 ( ( PUNCT dpc-452 48 35 incremental incremental ADJ dpc-452 48 36 sddi sddi NOUN dpc-452 48 37 , , PUNCT dpc-452 48 38 figure figure NOUN dpc-452 48 39     SPACE dpc-452 48 40 1 1 NUM dpc-452 48 41 ) ) PUNCT dpc-452 48 42 . . PUNCT dpc-452 49 1 one one PRON dpc-452 49 2 can can AUX dpc-452 49 3 not not PART dpc-452 49 4 choose choose VERB dpc-452 49 5 which which DET dpc-452 49 6 lesions lesion NOUN dpc-452 49 7 specifically specifically ADV dpc-452 49 8 should should AUX dpc-452 49 9 be be AUX dpc-452 49 10 monitored monitor VERB dpc-452 49 11 , , PUNCT dpc-452 49 12 but but CCONJ dpc-452 49 13 there there PRON dpc-452 49 14 are be VERB dpc-452 49 15 rules rule NOUN dpc-452 49 16 as as ADP dpc-452 49 17 to to ADP dpc-452 49 18 which which PRON dpc-452 49 19 lesions lesion NOUN dpc-452 49 20 should should AUX dpc-452 49 21 not not PART dpc-452 49 22 be be AUX dpc-452 49 23 . . PUNCT dpc-452 50 1 important important ADJ dpc-452 50 2 exclusion exclusion NOUN dpc-452 50 3 criteria criterion NOUN dpc-452 50 4 are be AUX dpc-452 50 5 : : PUNCT dpc-452 50 6 ( ( PUNCT dpc-452 50 7 1 1 X dpc-452 50 8 ) ) PUNCT dpc-452 50 9 nodular nodular ADJ dpc-452 50 10 ( ( PUNCT dpc-452 50 11 black black ADJ dpc-452 50 12 , , PUNCT dpc-452 50 13 brown brown ADJ dpc-452 50 14 , , PUNCT dpc-452 50 15 gray gray ADJ dpc-452 50 16 , , PUNCT dpc-452 50 17 red red ADJ dpc-452 50 18 or or CCONJ dpc-452 50 19 blue blue ADJ dpc-452 50 20 ) ) PUNCT dpc-452 50 21 lesions lesion NOUN dpc-452 50 22 , , PUNCT dpc-452 50 23 as as SCONJ dpc-452 50 24 thick thick ADJ dpc-452 50 25 melanomas melanomas PROPN dpc-452 50 26 would would AUX dpc-452 50 27 progress progress VERB dpc-452 50 28 to to ADP dpc-452 50 29 higher high ADJ dpc-452 50 30 invasion invasion NOUN dpc-452 50 31 depths depth VERB dpc-452 50 32 more more ADV dpc-452 50 33 quickly quickly ADV dpc-452 51 1 [ [ X dpc-452 51 2 36,37 36,37 X dpc-452 51 3 ] ] X dpc-452 51 4 ; ; PUNCT dpc-452 51 5 a a DET dpc-452 51 6 german german ADJ dpc-452 51 7 group group NOUN dpc-452 51 8 presented present VERB dpc-452 51 9 a a DET dpc-452 51 10 rather rather ADV dpc-452 51 11 innovative innovative ADJ dpc-452 51 12 method method NOUN dpc-452 51 13 in in ADP dpc-452 51 14 which which PRON dpc-452 51 15 they they PRON dpc-452 51 16 removed remove VERB dpc-452 51 17 the the DET dpc-452 51 18 skin skin NOUN dpc-452 51 19 of of ADP dpc-452 51 20 the the DET dpc-452 51 21 entire entire ADJ dpc-452 51 22 back back NOUN dpc-452 51 23 of of ADP dpc-452 51 24 a a DET dpc-452 51 25 patient patient NOUN dpc-452 51 26 to to PART dpc-452 51 27 reduce reduce VERB dpc-452 51 28 his his PRON dpc-452 51 29 melanoma melanoma NOUN dpc-452 51 30 risk risk NOUN dpc-452 51 31 [ [ X dpc-452 51 32 18 18 NUM dpc-452 51 33 ] ] PUNCT dpc-452 51 34 . . PUNCT dpc-452 52 1 though though SCONJ dpc-452 52 2 seemingly seemingly ADV dpc-452 52 3 promising promise VERB dpc-452 52 4 , , PUNCT dpc-452 52 5 this this DET dpc-452 52 6 approach approach NOUN dpc-452 52 7 may may AUX dpc-452 52 8 not not PART dpc-452 52 9 be be AUX dpc-452 52 10 a a DET dpc-452 52 11 solution solution NOUN dpc-452 52 12 for for ADP dpc-452 52 13 usual usual ADJ dpc-452 52 14 high high ADJ dpc-452 52 15 - - PUNCT dpc-452 52 16 risk risk NOUN dpc-452 52 17 patients patient NOUN dpc-452 52 18 : : PUNCT dpc-452 52 19 the the DET dpc-452 52 20 removed remove VERB dpc-452 52 21 nevi nevi NOUN dpc-452 52 22 are be AUX dpc-452 52 23 most most ADV dpc-452 52 24 likely likely ADJ dpc-452 52 25 not not PART dpc-452 52 26 the the DET dpc-452 52 27 precursors precursor NOUN dpc-452 52 28 of of ADP dpc-452 52 29 a a DET dpc-452 52 30 potential potential ADJ dpc-452 52 31 melanoma melanoma NOUN dpc-452 52 32 [ [ X dpc-452 52 33 19 19 NUM dpc-452 52 34 ] ] PUNCT dpc-452 52 35 , , PUNCT dpc-452 52 36 and and CCONJ dpc-452 52 37 possible possible ADJ dpc-452 52 38 melanoma melanoma NOUN dpc-452 52 39 risks risk NOUN dpc-452 52 40 due due ADJ dpc-452 52 41 to to ADP dpc-452 52 42 germline germline VERB dpc-452 52 43 mutations mutation NOUN dpc-452 52 44 [ [ X dpc-452 52 45 20 20 NUM dpc-452 52 46 ] ] PUNCT dpc-452 52 47 would would AUX dpc-452 52 48 still still ADV dpc-452 52 49 be be AUX dpc-452 52 50 present present ADJ dpc-452 52 51 . . PUNCT dpc-452 53 1 finally finally ADV dpc-452 53 2 , , PUNCT dpc-452 53 3 such such DET dpc-452 53 4 an an DET dpc-452 53 5 overwhelming overwhelming ADJ dpc-452 53 6 surgical surgical ADJ dpc-452 53 7 procedure procedure NOUN dpc-452 53 8 defeats defeat VERB dpc-452 53 9 the the DET dpc-452 53 10 purpose purpose NOUN dpc-452 53 11 of of ADP dpc-452 53 12 a a DET dpc-452 53 13 screening screening NOUN dpc-452 53 14 method method NOUN dpc-452 53 15 , , PUNCT dpc-452 53 16 namely namely ADV dpc-452 53 17 reducing reduce VERB dpc-452 53 18 invasive invasive ADJ dpc-452 53 19 procedures procedure NOUN dpc-452 53 20 . . PUNCT dpc-452 54 1 rather rather ADV dpc-452 54 2 , , PUNCT dpc-452 54 3 a a DET dpc-452 54 4 noninvasive noninvasive ADJ dpc-452 54 5 and and CCONJ dpc-452 54 6 more more ADV dpc-452 54 7 specific specific ADJ dpc-452 54 8 method method NOUN dpc-452 54 9 has have VERB dpc-452 54 10 to to PART dpc-452 54 11 be be AUX dpc-452 54 12 chosen choose VERB dpc-452 54 13 for for ADP dpc-452 54 14 that that DET dpc-452 54 15 purpose purpose NOUN dpc-452 54 16 . . PUNCT dpc-452 55 1 one one NUM dpc-452 55 2 technique technique NOUN dpc-452 55 3 that that PRON dpc-452 55 4 fulfills fulfill VERB dpc-452 55 5 those those DET dpc-452 55 6 requirements requirement NOUN dpc-452 55 7 , , PUNCT dpc-452 55 8 and and CCONJ dpc-452 55 9 overcomes overcome VERB dpc-452 55 10 some some DET dpc-452 55 11 drawbacks drawback NOUN dpc-452 55 12 mentioned mention VERB dpc-452 55 13 previously previously ADV dpc-452 55 14 , , PUNCT dpc-452 55 15 is be AUX dpc-452 55 16 digital digital ADJ dpc-452 55 17 dermatoscopic dermatoscopic ADJ dpc-452 55 18 follow follow NOUN dpc-452 55 19 - - PUNCT dpc-452 55 20 up up NOUN dpc-452 55 21 , , PUNCT dpc-452 55 22 or or CCONJ dpc-452 55 23 sequential sequential ADJ dpc-452 55 24 digital digital ADJ dpc-452 55 25 dermatoscopic dermatoscopic NOUN dpc-452 55 26 imaging imaging NOUN dpc-452 55 27 ( ( PUNCT dpc-452 55 28 sddi sddi NOUN dpc-452 55 29 ) ) PUNCT dpc-452 56 1 [ [ X dpc-452 56 2 21,22 21,22 NOUN dpc-452 56 3 ] ] X dpc-452 56 4 . . PUNCT dpc-452 57 1 by by ADP dpc-452 57 2 comparing compare VERB dpc-452 57 3     SPACE dpc-452 57 4 2 2 NUM dpc-452 57 5     SPACE dpc-452 57 6 images image NOUN dpc-452 57 7 of of ADP dpc-452 57 8 a a DET dpc-452 57 9 lesion lesion NOUN dpc-452 57 10 taken take VERB dpc-452 57 11 at at ADP dpc-452 57 12 different different ADJ dpc-452 57 13 time time NOUN dpc-452 57 14 points point NOUN dpc-452 57 15 , , PUNCT dpc-452 57 16 additional additional ADJ dpc-452 57 17 information information NOUN dpc-452 57 18 about about ADP dpc-452 57 19 the the DET dpc-452 57 20 dynamics dynamic NOUN dpc-452 57 21 , , PUNCT dpc-452 57 22 and and CCONJ dpc-452 57 23 thus thus ADV dpc-452 57 24 biologic biologic ADJ dpc-452 57 25 behavior behavior NOUN dpc-452 57 26 , , PUNCT dpc-452 57 27 can can AUX dpc-452 57 28 be be AUX dpc-452 57 29 obtained obtain VERB dpc-452 57 30 . . PUNCT dpc-452 58 1 this this DET dpc-452 58 2 additional additional ADJ dpc-452 58 3 information information NOUN dpc-452 58 4 has have AUX dpc-452 58 5 gained gain VERB dpc-452 58 6 interest interest NOUN dpc-452 58 7 when when SCONJ dpc-452 58 8 being be AUX dpc-452 58 9 added add VERB dpc-452 58 10 as as ADP dpc-452 58 11 an an DET dpc-452 58 12 additional additional ADJ dpc-452 58 13 “ " PUNCT dpc-452 58 14 e e NOUN dpc-452 58 15 ” " PUNCT dpc-452 58 16 criterion criterion NOUN dpc-452 58 17 to to ADP dpc-452 58 18 the the DET dpc-452 58 19 classic classic ADJ dpc-452 58 20 “ " PUNCT dpc-452 58 21 abcds abcds PROPN dpc-452 58 22 ” " PUNCT dpc-452 59 1 [ [ X dpc-452 59 2 23 23 NUM dpc-452 59 3 ] ] PUNCT dpc-452 59 4 . . PUNCT dpc-452 60 1 in in ADP dpc-452 60 2 a a DET dpc-452 60 3 study study NOUN dpc-452 60 4 of of ADP dpc-452 60 5 patients patient NOUN dpc-452 60 6 with with ADP dpc-452 60 7 a a DET dpc-452 60 8 high high ADJ dpc-452 60 9 risk risk NOUN dpc-452 60 10 of of ADP dpc-452 60 11 melanoma melanoma NOUN dpc-452 60 12 [ [ X dpc-452 60 13 24 24 NUM dpc-452 60 14 ] ] PUNCT dpc-452 60 15 , , PUNCT dpc-452 60 16 about about ADV dpc-452 60 17     SPACE dpc-452 60 18 20 20 NUM dpc-452 60 19 % % NOUN dpc-452 60 20 to to ADP dpc-452 60 21     SPACE dpc-452 60 22 50 50 NUM dpc-452 60 23 % % NOUN dpc-452 60 24 of of ADP dpc-452 60 25 melanomas melanomas NOUN dpc-452 60 26 could could AUX dpc-452 60 27 only only ADV dpc-452 60 28 be be AUX dpc-452 60 29 detected detect VERB dpc-452 60 30 with with ADP dpc-452 60 31 the the DET dpc-452 60 32 help help NOUN dpc-452 60 33 of of ADP dpc-452 60 34 digital digital ADJ dpc-452 60 35 follow follow NOUN dpc-452 60 36 - - PUNCT dpc-452 60 37 up up NOUN dpc-452 60 38 , , PUNCT dpc-452 60 39 but but CCONJ dpc-452 60 40 not not PART dpc-452 60 41 with with ADP dpc-452 60 42 a a DET dpc-452 60 43 single single ADJ dpc-452 60 44 dermatoscopic dermatoscopic NOUN dpc-452 60 45 examination examination NOUN dpc-452 60 46 . . PUNCT dpc-452 61 1 in in ADP dpc-452 61 2 addition addition NOUN dpc-452 61 3 to to ADP dpc-452 61 4 monitoring monitor VERB dpc-452 61 5 multiple multiple ADJ dpc-452 61 6 nevi nevus NOUN dpc-452 61 7 , , PUNCT dpc-452 61 8 digital digital ADJ dpc-452 61 9 dermatoscopy dermatoscopy NOUN dpc-452 61 10 is be AUX dpc-452 61 11 also also ADV dpc-452 61 12 used use VERB dpc-452 61 13 to to PART dpc-452 61 14 enhance enhance VERB dpc-452 61 15 specificity specificity NOUN dpc-452 61 16 on on ADP dpc-452 61 17 individual individual ADJ dpc-452 61 18 suspicious suspicious ADJ dpc-452 61 19 lesions lesion NOUN dpc-452 61 20 . . PUNCT dpc-452 62 1 here here ADV dpc-452 62 2 , , PUNCT dpc-452 62 3 a a DET dpc-452 62 4 shorter short ADJ dpc-452 62 5 interval interval NOUN dpc-452 62 6 ( ( PUNCT dpc-452 62 7 2 2 NUM dpc-452 62 8 - - SYM dpc-452 62 9 3 3 NUM dpc-452 62 10     SPACE dpc-452 62 11 months month NOUN dpc-452 63 1 [ [ X dpc-452 63 2 25 25 NUM dpc-452 63 3 ] ] X dpc-452 63 4 ; ; PUNCT dpc-452 63 5 short short ADJ dpc-452 63 6 - - PUNCT dpc-452 63 7 term term NOUN dpc-452 63 8 follow follow NOUN dpc-452 63 9 - - PUNCT dpc-452 63 10 up up NOUN dpc-452 63 11 ) ) PUNCT dpc-452 63 12 is be AUX dpc-452 63 13 usually usually ADV dpc-452 63 14 chosen choose VERB dpc-452 63 15 [ [ X dpc-452 63 16 26 26 NUM dpc-452 63 17 ] ] PUNCT dpc-452 63 18 for for ADP dpc-452 63 19 single single ADJ dpc-452 63 20 lesions lesion NOUN dpc-452 63 21 and and CCONJ dpc-452 63 22 even even ADV dpc-452 63 23 small small ADJ dpc-452 63 24 dermatoscopic dermatoscopic NOUN dpc-452 63 25 changes change NOUN dpc-452 63 26 are be AUX dpc-452 63 27 regarded regard VERB dpc-452 63 28 as as ADP dpc-452 63 29 suspicious suspicious ADJ dpc-452 63 30 , , PUNCT dpc-452 63 31 whereas whereas SCONJ dpc-452 63 32 in in ADP dpc-452 63 33 the the DET dpc-452 63 34 screening screening NOUN dpc-452 63 35 of of ADP dpc-452 63 36 patients patient NOUN dpc-452 63 37 with with ADP dpc-452 63 38 many many ADJ dpc-452 63 39 nevi nevi ADJ dpc-452 63 40 an an DET dpc-452 63 41 interval interval NOUN dpc-452 63 42 of of ADP dpc-452 63 43     SPACE dpc-452 63 44 6 6 NUM dpc-452 63 45 - - SYM dpc-452 63 46 12 12 NUM dpc-452 63 47     SPACE dpc-452 63 48 months month NOUN dpc-452 63 49 ( ( PUNCT dpc-452 63 50 long long ADJ dpc-452 63 51 - - PUNCT dpc-452 63 52 term term NOUN dpc-452 63 53 follow follow NOUN dpc-452 63 54 - - PUNCT dpc-452 63 55 up up NOUN dpc-452 63 56 ) ) PUNCT dpc-452 63 57 is be AUX dpc-452 63 58 more more ADV dpc-452 63 59 common common ADJ dpc-452 63 60 . . PUNCT dpc-452 64 1 in in ADP dpc-452 64 2 the the DET dpc-452 64 3 following follow VERB dpc-452 64 4 sections section NOUN dpc-452 64 5 , , PUNCT dpc-452 64 6 general general ADJ dpc-452 64 7 rules rule NOUN dpc-452 64 8 for for ADP dpc-452 64 9 practical practical ADJ dpc-452 64 10 application application NOUN dpc-452 64 11 of of ADP dpc-452 64 12 sddi sddi NOUN dpc-452 64 13 are be AUX dpc-452 64 14 discussed discuss VERB dpc-452 64 15 . . PUNCT dpc-452 65 1 selection selection NOUN dpc-452 65 2 risk risk NOUN dpc-452 65 3 factors factor VERB dpc-452 65 4 the the DET dpc-452 65 5 first first ADJ dpc-452 65 6 consideration consideration NOUN dpc-452 65 7 in in ADP dpc-452 65 8 applying apply VERB dpc-452 65 9 digital digital ADJ dpc-452 65 10 dermatoscopic dermatoscopic NOUN dpc-452 65 11 monitoring monitoring NOUN dpc-452 65 12 is be AUX dpc-452 65 13 the the DET dpc-452 65 14 patient patient ADJ dpc-452 65 15 collective collective NOUN dpc-452 65 16 , , PUNCT dpc-452 65 17 as as SCONJ dpc-452 65 18 it it PRON dpc-452 65 19 has have VERB dpc-452 65 20 to to PART dpc-452 65 21 meet meet VERB dpc-452 65 22 certain certain ADJ dpc-452 65 23 criteria criterion NOUN dpc-452 65 24 [ [ X dpc-452 65 25 27 27 NUM dpc-452 65 26 ] ] PUNCT dpc-452 65 27 . . PUNCT dpc-452 66 1 a a DET dpc-452 66 2 previous previous ADJ dpc-452 66 3 report report NOUN dpc-452 66 4 [ [ X dpc-452 66 5 24 24 NUM dpc-452 66 6 ] ] PUNCT dpc-452 66 7 has have AUX dpc-452 66 8 shown show VERB dpc-452 66 9 that that SCONJ dpc-452 66 10 digital digital ADJ dpc-452 66 11 dermatoscopy dermatoscopy NOUN dpc-452 66 12 is be AUX dpc-452 66 13 particularly particularly ADV dpc-452 66 14 useful useful ADJ dpc-452 66 15 for for ADP dpc-452 66 16 patients patient NOUN dpc-452 66 17 with with ADP dpc-452 66 18 a a DET dpc-452 66 19 familial familial ADJ dpc-452 66 20 atypical atypical ADJ dpc-452 66 21 mole mole NOUN dpc-452 66 22 and and CCONJ dpc-452 66 23 multiple multiple ADJ dpc-452 66 24 melanoma melanoma NOUN dpc-452 66 25 ( ( PUNCT dpc-452 66 26 fammm fammm NOUN dpc-452 66 27 ) ) PUNCT dpc-452 66 28 syndrome syndrome NOUN dpc-452 66 29 and and CCONJ dpc-452 66 30 an an DET dpc-452 66 31 atypical atypical ADJ dpc-452 66 32 mole mole NOUN dpc-452 66 33 syndrome syndrome NOUN dpc-452 66 34 ( ( PUNCT dpc-452 66 35 ams am NOUN dpc-452 66 36 ; ; PUNCT dpc-452 66 37 > > PUNCT dpc-452 66 38 50 50 NUM dpc-452 66 39     SPACE dpc-452 66 40 nevi nevi ADJ dpc-452 66 41 and and CCONJ dpc-452 66 42 > > X dpc-452 66 43 3 3 NUM dpc-452 66 44     SPACE dpc-452 66 45 atypical atypical ADJ dpc-452 66 46 nevi nevi NOUN dpc-452 66 47 ) ) PUNCT dpc-452 66 48 in in ADP dpc-452 66 49 a a DET dpc-452 66 50 strict strict ADJ dpc-452 66 51 sense sense NOUN dpc-452 66 52 . . PUNCT dpc-452 67 1 conversely conversely ADV dpc-452 67 2 , , PUNCT dpc-452 67 3 conventional conventional ADJ dpc-452 67 4 dermatoscopy dermatoscopy NOUN dpc-452 67 5 was be AUX dpc-452 67 6 sufficient sufficient ADJ dpc-452 67 7 for for ADP dpc-452 67 8 the the DET dpc-452 67 9 detection detection NOUN dpc-452 67 10 of of ADP dpc-452 67 11 melanomas melanomas NOUN dpc-452 67 12 in in ADP dpc-452 67 13 patients patient NOUN dpc-452 67 14 with with ADP dpc-452 67 15 solely solely ADV dpc-452 67 16 a a DET dpc-452 67 17 large large ADJ dpc-452 67 18 number number NOUN dpc-452 67 19 of of ADP dpc-452 67 20 ( ( PUNCT dpc-452 67 21 inconspicuous inconspicuous ADJ dpc-452 67 22 ) ) PUNCT dpc-452 67 23 nevi nevus NOUN dpc-452 67 24 : : PUNCT dpc-452 67 25 in in ADP dpc-452 67 26 this this DET dpc-452 67 27 patient patient NOUN dpc-452 67 28 group group NOUN dpc-452 67 29 , , PUNCT dpc-452 67 30 more more ADJ dpc-452 67 31 than than ADP dpc-452 67 32     SPACE dpc-452 67 33 80 80 NUM dpc-452 67 34 % % NOUN dpc-452 67 35 of of ADP dpc-452 67 36 melanomas melanomas NOUN dpc-452 67 37 were be AUX dpc-452 67 38 diagnosed diagnose VERB dpc-452 67 39 over over ADP dpc-452 67 40 a a DET dpc-452 67 41 period period NOUN dpc-452 67 42 of of ADP dpc-452 67 43     SPACE dpc-452 67 44 10 10 NUM dpc-452 67 45     SPACE dpc-452 67 46 years year NOUN dpc-452 67 47 by by ADP dpc-452 67 48 means mean NOUN dpc-452 67 49 of of ADP dpc-452 67 50 a a DET dpc-452 67 51 single single ADJ dpc-452 67 52 dermatoscopic dermatoscopic NOUN dpc-452 67 53 examination examination NOUN dpc-452 67 54 or or CCONJ dpc-452 67 55 other other ADJ dpc-452 67 56 clinical clinical ADJ dpc-452 67 57 information information NOUN dpc-452 67 58 . . PUNCT dpc-452 68 1 in in ADP dpc-452 68 2     SPACE dpc-452 68 3 2 2 NUM dpc-452 68 4     SPACE dpc-452 68 5 additional additional ADJ dpc-452 68 6 studies study NOUN dpc-452 68 7 with with ADP dpc-452 68 8 a a DET dpc-452 68 9 shorter short ADJ dpc-452 68 10 period period NOUN dpc-452 68 11 of of ADP dpc-452 68 12 time time NOUN dpc-452 68 13 , , PUNCT dpc-452 68 14 no no DET dpc-452 68 15 melanoma melanoma NOUN dpc-452 68 16 was be AUX dpc-452 68 17 found find VERB dpc-452 68 18 in in ADP dpc-452 68 19 patients patient NOUN dpc-452 68 20 with with ADP dpc-452 68 21 low low ADJ dpc-452 68 22 risk risk NOUN dpc-452 68 23 among among ADP dpc-452 68 24 the the DET dpc-452 68 25 dermatoscopically dermatoscopically ADV dpc-452 68 26 monitored monitor VERB dpc-452 68 27 lesions lesion NOUN dpc-452 68 28 [ [ X dpc-452 68 29 28,29 28,29 X dpc-452 68 30 ] ] PUNCT dpc-452 68 31 . . PUNCT dpc-452 69 1 thus thus ADV dpc-452 69 2 , , PUNCT dpc-452 69 3 there there PRON dpc-452 69 4 is be VERB dpc-452 69 5 no no DET dpc-452 69 6 compelling compelling ADJ dpc-452 69 7 evidence evidence NOUN dpc-452 69 8 for for ADP dpc-452 69 9 applying apply VERB dpc-452 69 10 digital digital ADJ dpc-452 69 11 dermatoscopic dermatoscopic NOUN dpc-452 69 12 monitoring monitoring NOUN dpc-452 69 13 to to ADP dpc-452 69 14 low low ADJ dpc-452 69 15 - - PUNCT dpc-452 69 16 risk risk NOUN dpc-452 69 17 patient patient NOUN dpc-452 69 18 groups group NOUN dpc-452 69 19 . . PUNCT dpc-452 70 1 they they PRON dpc-452 70 2 review review VERB dpc-452 70 3 | | ADV dpc-452 70 4 dermatol dermatol ADJ dpc-452 70 5 pract pract NOUN dpc-452 70 6 concept concept NOUN dpc-452 70 7 2018;8(3):16 2018;8(3):16 NUM dpc-452 70 8 233 233 NUM dpc-452 70 9 for for ADP dpc-452 70 10     SPACE dpc-452 70 11 2 2 NUM dpc-452 70 12 - - SYM dpc-452 70 13 3 3 NUM dpc-452 70 14     SPACE dpc-452 70 15 years year NOUN dpc-452 70 16 because because SCONJ dpc-452 70 17 a a DET dpc-452 70 18 diagnosed diagnose VERB dpc-452 70 19 single single ADJ dpc-452 70 20 melanocytic melanocytic ADJ dpc-452 70 21 nevus nevus NOUN dpc-452 70 22 is be AUX dpc-452 70 23 at at ADP dpc-452 70 24 very very ADV dpc-452 70 25 low low ADJ dpc-452 70 26 risk risk NOUN dpc-452 70 27 of of ADP dpc-452 70 28 transforming transform VERB dpc-452 70 29 into into ADP dpc-452 70 30 a a DET dpc-452 70 31 melanoma melanoma NOUN dpc-452 70 32 at at ADP dpc-452 70 33     SPACE dpc-452 70 34 0.0005 0.0005 NUM dpc-452 70 35 % % NOUN dpc-452 70 36 to to ADP dpc-452 70 37     SPACE dpc-452 70 38 0.003 0.003 NUM dpc-452 70 39 % % NOUN dpc-452 70 40 per per ADP dpc-452 70 41 year year NOUN dpc-452 70 42 [ [ X dpc-452 70 43 42 42 NUM dpc-452 70 44 ] ] PUNCT dpc-452 70 45 . . PUNCT dpc-452 71 1 evaluation evaluation NOUN dpc-452 71 2 melanocytic melanocytic ADJ dpc-452 71 3 nevi nevi NOUN dpc-452 71 4 generally generally ADV dpc-452 71 5 grow grow VERB dpc-452 71 6 symmetrically symmetrically ADV dpc-452 71 7 and and CCONJ dpc-452 71 8 follow follow VERB dpc-452 71 9     SPACE dpc-452 71 10 1 1 NUM dpc-452 71 11     SPACE dpc-452 71 12 of of ADP dpc-452 71 13     SPACE dpc-452 71 14 3 3 NUM dpc-452 71 15     SPACE dpc-452 71 16 variants variant NOUN dpc-452 71 17 : : PUNCT dpc-452 71 18 a a DET dpc-452 71 19 reticular reticular ADJ dpc-452 71 20 pattern pattern NOUN dpc-452 71 21 ( ( PUNCT dpc-452 71 22 slow slow ADJ dpc-452 71 23 growth growth NOUN dpc-452 71 24 ) ) PUNCT dpc-452 71 25 , , PUNCT dpc-452 71 26 a a DET dpc-452 71 27 surrounding surround VERB dpc-452 71 28 rim rim NOUN dpc-452 71 29 of of ADP dpc-452 71 30 clods clod NOUN dpc-452 71 31 ( ( PUNCT dpc-452 71 32 moderate moderate ADJ dpc-452 71 33 to to PART dpc-452 71 34 fast fast ADJ dpc-452 71 35 growth growth NOUN dpc-452 71 36 ) ) PUNCT dpc-452 71 37 , , PUNCT dpc-452 71 38 or or CCONJ dpc-452 71 39 peripheral peripheral ADJ dpc-452 71 40 pseudopodia pseudopodia NOUN dpc-452 71 41 and and CCONJ dpc-452 71 42 radial radial ADJ dpc-452 71 43 lines line NOUN dpc-452 71 44 ( ( PUNCT dpc-452 71 45 fast fast ADJ dpc-452 71 46 growth growth NOUN dpc-452 71 47 ) ) PUNCT dpc-452 72 1 [ [ X dpc-452 72 2 43 43 NUM dpc-452 72 3 ] ] PUNCT dpc-452 72 4 . . PUNCT dpc-452 73 1 the the DET dpc-452 73 2 following follow VERB dpc-452 73 3 changes change NOUN dpc-452 73 4 ( ( PUNCT dpc-452 73 5 summarized summarize VERB dpc-452 73 6 in in ADP dpc-452 73 7 table table NOUN dpc-452 73 8     SPACE dpc-452 73 9 1 1 NUM dpc-452 73 10     SPACE dpc-452 73 11 and and CCONJ dpc-452 73 12 figures figure NOUN dpc-452 73 13     SPACE dpc-452 73 14 2 2 NUM dpc-452 73 15 - - SYM dpc-452 73 16 4 4 NUM dpc-452 73 17     SPACE dpc-452 73 18 and and CCONJ dpc-452 73 19 adapted adapt VERB dpc-452 73 20 from from ADP dpc-452 73 21 kittler kittler PROPN dpc-452 73 22 et et PROPN dpc-452 73 23     SPACE dpc-452 73 24 al al PROPN dpc-452 74 1 [ [ X dpc-452 74 2 44 44 NUM dpc-452 74 3 ] ] PUNCT dpc-452 74 4 ) ) PUNCT dpc-452 74 5 have have AUX dpc-452 74 6 been be AUX dpc-452 74 7 associated associate VERB dpc-452 74 8 with with ADP dpc-452 74 9 melanoma melanoma NOUN dpc-452 74 10 in in ADP dpc-452 74 11 previous previous ADJ dpc-452 74 12 studies study NOUN dpc-452 74 13 [ [ X dpc-452 74 14 45,46 45,46 NOUN dpc-452 74 15 ] ] PUNCT dpc-452 74 16 and and CCONJ dpc-452 74 17 should should AUX dpc-452 74 18 lead lead VERB dpc-452 74 19 to to ADP dpc-452 74 20 the the DET dpc-452 74 21 removal removal NOUN dpc-452 74 22 of of ADP dpc-452 74 23 a a DET dpc-452 74 24 lesion lesion NOUN dpc-452 74 25 : : PUNCT dpc-452 74 26 ( ( PUNCT dpc-452 74 27 1 1 X dpc-452 74 28 ) ) PUNCT dpc-452 74 29 changed change VERB dpc-452 74 30 architecture architecture NOUN dpc-452 74 31 ; ; PUNCT dpc-452 74 32 ( ( PUNCT dpc-452 74 33 2 2 X dpc-452 74 34 ) ) PUNCT dpc-452 74 35 asymmetric asymmetric ADJ dpc-452 74 36 increase increase NOUN dpc-452 74 37 in in ADP dpc-452 74 38 size size NOUN dpc-452 74 39 ; ; PUNCT dpc-452 74 40 ( ( PUNCT dpc-452 74 41 3 3 X dpc-452 74 42 ) ) PUNCT dpc-452 74 43 new new ADJ dpc-452 74 44 colors color NOUN dpc-452 74 45 , , PUNCT dpc-452 74 46 depigmentation depigmentation NOUN dpc-452 74 47 , , PUNCT dpc-452 74 48 and and CCONJ dpc-452 74 49 focal focal ADJ dpc-452 74 50 color color NOUN dpc-452 74 51 change change NOUN dpc-452 74 52 ; ; PUNCT dpc-452 74 53 and and CCONJ dpc-452 74 54 ( ( PUNCT dpc-452 74 55 4 4 X dpc-452 74 56 ) ) PUNCT dpc-452 74 57 the the DET dpc-452 74 58 appearance appearance NOUN dpc-452 74 59 of of ADP dpc-452 74 60 melanoma melanoma NOUN dpc-452 74 61 criteria criterion NOUN dpc-452 74 62 such such ADJ dpc-452 74 63 as as ADP dpc-452 74 64 black black ADJ dpc-452 74 65 dots dot NOUN dpc-452 74 66 or or CCONJ dpc-452 74 67 regression regression NOUN dpc-452 74 68 . . PUNCT dpc-452 75 1 ( ( PUNCT dpc-452 75 2 2 2 X dpc-452 75 3 ) ) PUNCT dpc-452 75 4 blue blue ADJ dpc-452 75 5 lesions lesion NOUN dpc-452 75 6 [ [ X dpc-452 75 7 38 38 NUM dpc-452 75 8 ] ] PUNCT dpc-452 75 9 , , PUNCT dpc-452 75 10 as as SCONJ dpc-452 75 11 monitoring monitoring NOUN dpc-452 75 12 can can AUX dpc-452 75 13 not not PART dpc-452 75 14 reliably reliably ADV dpc-452 75 15 evaluate evaluate VERB dpc-452 75 16 changes change NOUN dpc-452 75 17 in in ADP dpc-452 75 18 the the DET dpc-452 75 19 dermis dermis NOUN dpc-452 75 20 ; ; PUNCT dpc-452 75 21 ( ( PUNCT dpc-452 75 22 3 3 X dpc-452 75 23 ) ) PUNCT dpc-452 75 24 regressive regressive ADJ dpc-452 75 25 lesions lesion NOUN dpc-452 75 26 , , PUNCT dpc-452 75 27 as as SCONJ dpc-452 75 28 a a DET dpc-452 75 29 potential potential ADJ dpc-452 75 30 melanoma melanoma NOUN dpc-452 75 31 may may AUX dpc-452 75 32 be be AUX dpc-452 75 33 completely completely ADV dpc-452 75 34 regressed regress VERB dpc-452 75 35 at at ADP dpc-452 75 36 follow follow NOUN dpc-452 75 37 - - PUNCT dpc-452 75 38 up up NOUN dpc-452 75 39 ; ; PUNCT dpc-452 75 40 ( ( PUNCT dpc-452 75 41 4 4 X dpc-452 75 42 ) ) PUNCT dpc-452 75 43 lesions lesion NOUN dpc-452 75 44 with with ADP dpc-452 75 45 a a DET dpc-452 75 46 dermatoscopic dermatoscopic ADJ dpc-452 75 47 clod clod ADJ dpc-452 75 48 pattern pattern NOUN dpc-452 75 49 , , PUNCT dpc-452 75 50 as as SCONJ dpc-452 75 51 they they PRON dpc-452 75 52 show show VERB dpc-452 75 53 a a DET dpc-452 75 54 faster fast ADJ dpc-452 75 55 growth growth NOUN dpc-452 75 56 [ [ X dpc-452 75 57 39 39 NUM dpc-452 75 58 ] ] PUNCT dpc-452 75 59 ; ; PUNCT dpc-452 75 60 and and CCONJ dpc-452 75 61 ( ( PUNCT dpc-452 75 62 5 5 X dpc-452 75 63 ) ) PUNCT dpc-452 75 64 spitzoid spitzoid ADJ dpc-452 75 65 lesions lesion NOUN dpc-452 76 1 [ [ X dpc-452 76 2 40 40 NUM dpc-452 76 3 ] ] PUNCT dpc-452 76 4 , , PUNCT dpc-452 76 5 not not PART dpc-452 76 6 including include VERB dpc-452 76 7 reed reed NOUN dpc-452 76 8 nevi nevi PROPN dpc-452 77 1 [ [ X dpc-452 77 2 41 41 NUM dpc-452 77 3 ] ] PUNCT dpc-452 77 4 , , PUNCT dpc-452 77 5 as as SCONJ dpc-452 77 6 the the DET dpc-452 77 7 latter latter ADJ dpc-452 77 8 can can AUX dpc-452 77 9 show show VERB dpc-452 77 10 fairly fairly ADV dpc-452 77 11 symmetric symmetric ADJ dpc-452 77 12 growth growth NOUN dpc-452 77 13 and and CCONJ dpc-452 77 14 stabilization stabilization NOUN dpc-452 77 15 . . PUNCT dpc-452 78 1 lesions lesion NOUN dpc-452 78 2 with with ADP dpc-452 78 3 these these DET dpc-452 78 4 characteristics characteristic NOUN dpc-452 78 5 should should AUX dpc-452 78 6 be be AUX dpc-452 78 7 removed remove VERB dpc-452 78 8 immediately immediately ADV dpc-452 78 9 , , PUNCT dpc-452 78 10 unless unless SCONJ dpc-452 78 11 they they PRON dpc-452 78 12 are be AUX dpc-452 78 13 clearly clearly ADV dpc-452 78 14 benign benign ADJ dpc-452 78 15 at at ADP dpc-452 78 16 the the DET dpc-452 78 17 baseline baseline PROPN dpc-452 78 18 visit visit NOUN dpc-452 78 19 . . PUNCT dpc-452 79 1 finally finally ADV dpc-452 79 2 , , PUNCT dpc-452 79 3 what what PRON dpc-452 79 4 should should AUX dpc-452 79 5 lesions lesion NOUN dpc-452 79 6 selected select VERB dpc-452 79 7 for for ADP dpc-452 79 8 sddi sddi ADJ dpc-452 79 9 look look VERB dpc-452 79 10 like like ADP dpc-452 79 11 ? ? PUNCT dpc-452 80 1 ideally ideally ADV dpc-452 80 2 , , PUNCT dpc-452 80 3 they they PRON dpc-452 80 4 are be AUX dpc-452 80 5 medium medium ADJ dpc-452 80 6 - - PUNCT dpc-452 80 7 sized sized ADJ dpc-452 80 8 , , PUNCT dpc-452 80 9 flat flat ADJ dpc-452 80 10 , , PUNCT dpc-452 80 11 and and CCONJ dpc-452 80 12 show show VERB dpc-452 80 13 a a DET dpc-452 80 14 dermatoscopic dermatoscopic ADJ dpc-452 80 15 reticular reticular ADJ dpc-452 80 16 pattern pattern NOUN dpc-452 80 17 . . PUNCT dpc-452 81 1 but but CCONJ dpc-452 81 2 , , PUNCT dpc-452 81 3 as as ADP dpc-452 81 4 with with ADP dpc-452 81 5 any any DET dpc-452 81 6 recommendation recommendation NOUN dpc-452 81 7 , , PUNCT dpc-452 81 8 the the DET dpc-452 81 9 preceding precede VERB dpc-452 81 10 recommendations recommendation NOUN dpc-452 81 11 are be AUX dpc-452 81 12 due due ADJ dpc-452 81 13 to to PART dpc-452 81 14 change change VERB dpc-452 81 15 with with ADP dpc-452 81 16 new new ADJ dpc-452 81 17 findings finding NOUN dpc-452 81 18 , , PUNCT dpc-452 81 19 specifically specifically ADV dpc-452 81 20 in in ADP dpc-452 81 21 the the DET dpc-452 81 22 advent advent NOUN dpc-452 81 23 of of ADP dpc-452 81 24 automated automate VERB dpc-452 81 25 full full ADJ dpc-452 81 26 - - PUNCT dpc-452 81 27 body body NOUN dpc-452 81 28 imaging imaging NOUN dpc-452 81 29 , , PUNCT dpc-452 81 30 where where SCONJ dpc-452 81 31 monitoring monitoring NOUN dpc-452 81 32 of of ADP dpc-452 81 33 every every DET dpc-452 81 34 single single ADJ dpc-452 81 35 lesion lesion NOUN dpc-452 81 36 of of ADP dpc-452 81 37 a a DET dpc-452 81 38 patient patient NOUN dpc-452 81 39 seems seem VERB dpc-452 81 40 feasible feasible ADJ dpc-452 81 41 in in ADP dpc-452 81 42 the the DET dpc-452 81 43 future future NOUN dpc-452 81 44 . . PUNCT dpc-452 82 1 until until ADP dpc-452 82 2 then then ADV dpc-452 82 3 , , PUNCT dpc-452 82 4 it it PRON dpc-452 82 5 is be AUX dpc-452 82 6 justifiable justifiable ADJ dpc-452 82 7 to to PART dpc-452 82 8 discard discard VERB dpc-452 82 9 monitoring monitor VERB dpc-452 82 10 a a DET dpc-452 82 11 single single ADJ dpc-452 82 12 lesion lesion NOUN dpc-452 82 13 if if SCONJ dpc-452 82 14 no no DET dpc-452 82 15 change change NOUN dpc-452 82 16 has have AUX dpc-452 82 17 occurred occur VERB dpc-452 82 18 table table NOUN dpc-452 82 19 1 1 NUM dpc-452 82 20 . . PUNCT dpc-452 82 21 differentiation differentiation NOUN dpc-452 82 22 of of ADP dpc-452 82 23 nevus nevus NOUN dpc-452 82 24 and and CCONJ dpc-452 82 25 melanoma melanoma NOUN dpc-452 82 26 with with ADP dpc-452 82 27 follow follow NOUN dpc-452 82 28 - - PUNCT dpc-452 82 29 up up ADP dpc-452 82 30 images image NOUN dpc-452 82 31 * * PUNCT dpc-452 82 32 change change VERB dpc-452 82 33 nevus nevus ADJ dpc-452 82 34 melanoma melanoma NOUN dpc-452 82 35 change change NOUN dpc-452 82 36 in in ADP dpc-452 82 37 size size NOUN dpc-452 82 38 none none NOUN dpc-452 82 39 or or CCONJ dpc-452 82 40 symmetrical symmetrical ADJ dpc-452 82 41 growth growth NOUN dpc-452 82 42 asymmetrical asymmetrical ADJ dpc-452 82 43 growth growth NOUN dpc-452 82 44 change change NOUN dpc-452 82 45 in in ADP dpc-452 82 46 color color NOUN dpc-452 82 47 no no DET dpc-452 82 48 change change NOUN dpc-452 82 49 or or CCONJ dpc-452 82 50 even even ADV dpc-452 82 51 lighter light ADJ dpc-452 82 52 / / SYM dpc-452 82 53 darker dark ADJ dpc-452 82 54 brown brown NOUN dpc-452 82 55 or or CCONJ dpc-452 82 56 erythema erythema ADJ dpc-452 82 57 new new ADJ dpc-452 82 58 colors color NOUN dpc-452 82 59 , , PUNCT dpc-452 82 60 especially especially ADV dpc-452 82 61 focally focally ADV dpc-452 82 62 and and CCONJ dpc-452 82 63 depigmentation depigmentation NOUN dpc-452 82 64 change change NOUN dpc-452 82 65 in in ADP dpc-452 82 66 structure structure NOUN dpc-452 82 67 no no PRON dpc-452 82 68 or or CCONJ dpc-452 82 69 subtle subtle ADJ dpc-452 82 70 changes change NOUN dpc-452 82 71 such such ADJ dpc-452 82 72 as as ADP dpc-452 82 73 accentuation accentuation NOUN dpc-452 82 74 of of ADP dpc-452 82 75 existing exist VERB dpc-452 82 76 structures structure NOUN dpc-452 82 77 architecture architecture NOUN dpc-452 82 78 changes change NOUN dpc-452 82 79 and and CCONJ dpc-452 82 80 the the DET dpc-452 82 81 appearance appearance NOUN dpc-452 82 82 of of ADP dpc-452 82 83 new new ADJ dpc-452 82 84 structures structure NOUN dpc-452 82 85 including include VERB dpc-452 82 86 classical classical ADJ dpc-452 82 87 melanoma melanoma NOUN dpc-452 82 88 criteria criterion NOUN dpc-452 82 89 and and CCONJ dpc-452 82 90 regression regression NOUN dpc-452 82 91 and and CCONJ dpc-452 82 92 signs sign NOUN dpc-452 82 93 of of ADP dpc-452 82 94 regression regression NOUN dpc-452 82 95 * * PUNCT dpc-452 82 96 adapted adapt VERB dpc-452 82 97 from from ADP dpc-452 82 98 kittler kittler PROPN dpc-452 82 99 et et PROPN dpc-452 82 100 al al PROPN dpc-452 83 1 [ [ X dpc-452 83 2 50 50 NUM dpc-452 83 3 ] ] PUNCT dpc-452 83 4 . . PUNCT dpc-452 84 1 figure figure NOUN dpc-452 84 2     SPACE dpc-452 84 3 1 1 NUM dpc-452 84 4 . . PUNCT dpc-452 84 5 incremental incremental ADJ dpc-452 84 6 sddi sddi NOUN dpc-452 84 7 . . PUNCT dpc-452 85 1 because because SCONJ dpc-452 85 2 with with ADP dpc-452 85 3 current current ADJ dpc-452 85 4 methods method NOUN dpc-452 85 5 it it PRON dpc-452 85 6 is be AUX dpc-452 85 7 not not PART dpc-452 85 8 feasible feasible ADJ dpc-452 85 9 to to PART dpc-452 85 10 image image VERB dpc-452 85 11 every every DET dpc-452 85 12 lesion lesion NOUN dpc-452 85 13 at at ADP dpc-452 85 14 every every DET dpc-452 85 15 visit visit NOUN dpc-452 85 16 , , PUNCT dpc-452 85 17 we we PRON dpc-452 85 18 selected select VERB dpc-452 85 19 a a DET dpc-452 85 20 random random ADJ dpc-452 85 21 sample sample NOUN dpc-452 85 22 of of ADP dpc-452 85 23 new new ADJ dpc-452 85 24 lesions lesion NOUN dpc-452 85 25 at at ADP dpc-452 85 26 every every DET dpc-452 85 27 visit visit NOUN dpc-452 85 28 ( ( PUNCT dpc-452 85 29 gray gray ADJ dpc-452 85 30 ) ) PUNCT dpc-452 85 31 , , PUNCT dpc-452 85 32 which which PRON dpc-452 85 33 were be AUX dpc-452 85 34 imaged image VERB dpc-452 85 35 in in ADP dpc-452 85 36 subsequent subsequent ADJ dpc-452 85 37 visits visit NOUN dpc-452 85 38 ( ( PUNCT dpc-452 85 39 yellow yellow ADJ dpc-452 85 40 ) ) PUNCT dpc-452 85 41 , , PUNCT dpc-452 85 42 but but CCONJ dpc-452 85 43 were be AUX dpc-452 85 44 discarded discard VERB dpc-452 85 45 from from ADP dpc-452 85 46 follow follow NOUN dpc-452 85 47 - - PUNCT dpc-452 85 48 up up NOUN dpc-452 85 49 after after ADP dpc-452 85 50 showing show VERB dpc-452 85 51 no no DET dpc-452 85 52 change change NOUN dpc-452 85 53 for for ADP dpc-452 85 54     SPACE dpc-452 85 55 2 2 NUM dpc-452 85 56     SPACE dpc-452 85 57 years year NOUN dpc-452 85 58 ( ( PUNCT dpc-452 85 59 green green ADJ dpc-452 85 60 ) ) PUNCT dpc-452 85 61 . . PUNCT dpc-452 86 1 with with ADP dpc-452 86 2 this this DET dpc-452 86 3 method method NOUN dpc-452 86 4 , , PUNCT dpc-452 86 5 we we PRON dpc-452 86 6 were be AUX dpc-452 86 7 able able ADJ dpc-452 86 8 to to PART dpc-452 86 9 map map VERB dpc-452 86 10 all all DET dpc-452 86 11 lesions lesion NOUN dpc-452 86 12 eventually eventually ADV dpc-452 86 13 , , PUNCT dpc-452 86 14 to to PART dpc-452 86 15 suggest suggest VERB dpc-452 86 16 if if SCONJ dpc-452 86 17 one one NUM dpc-452 86 18 lesion lesion NOUN dpc-452 86 19 has have AUX dpc-452 86 20 occurred occur VERB dpc-452 86 21 in in ADP dpc-452 86 22 the the DET dpc-452 86 23 last last ADJ dpc-452 86 24 interval interval NOUN dpc-452 86 25 even even ADV dpc-452 86 26 without without ADP dpc-452 86 27 tbp tbp NOUN dpc-452 86 28 ( ( PUNCT dpc-452 86 29 red red ADJ dpc-452 86 30 ) ) PUNCT dpc-452 86 31 . . PUNCT dpc-452 87 1 [ [ X dpc-452 87 2 copyright copyright NOUN dpc-452 87 3 : : PUNCT dpc-452 87 4 © © PROPN dpc-452 87 5 2018 2018 NUM dpc-452 87 6     SPACE dpc-452 87 7 tschandl tschandl NOUN dpc-452 87 8 . . PUNCT dpc-452 87 9 ] ] PUNCT dpc-452 88 1 234 234 NUM dpc-452 88 2 review review NOUN dpc-452 88 3 | | ADV dpc-452 88 4 dermatol dermatol ADJ dpc-452 88 5 pract pract NOUN dpc-452 88 6 concept concept NOUN dpc-452 88 7 2018;8(3):16 2018;8(3):16 NUM dpc-452 88 8 and and CCONJ dpc-452 88 9 ( ( PUNCT dpc-452 88 10 4 4 NUM dpc-452 88 11 ) ) PUNCT dpc-452 88 12 age age NOUN dpc-452 88 13 . . PUNCT dpc-452 89 1 first first ADV dpc-452 89 2 , , PUNCT dpc-452 89 3 with with ADP dpc-452 89 4 shorter short ADJ dpc-452 89 5 intervals interval NOUN dpc-452 89 6 between between ADP dpc-452 89 7     SPACE dpc-452 89 8 2 2 NUM dpc-452 89 9     SPACE dpc-452 89 10 images image NOUN dpc-452 89 11 , , PUNCT dpc-452 89 12 less less ADJ dpc-452 89 13 change change NOUN dpc-452 89 14 indicates indicate VERB dpc-452 89 15 a a DET dpc-452 89 16 probable probable ADJ dpc-452 89 17 melanoma melanoma NOUN dpc-452 89 18 [ [ X dpc-452 89 19 26,48 26,48 NUM dpc-452 89 20 ] ] PUNCT dpc-452 89 21 , , PUNCT dpc-452 89 22 whereas whereas SCONJ dpc-452 89 23 nevi nevus NOUN dpc-452 89 24 generally generally ADV dpc-452 89 25 change change VERB dpc-452 89 26 more more ADV dpc-452 89 27 slowly slowly ADV dpc-452 89 28 and and CCONJ dpc-452 89 29 in in ADP dpc-452 89 30 a a DET dpc-452 89 31 limited limited ADJ dpc-452 89 32 fashion fashion NOUN dpc-452 89 33 [ [ X dpc-452 89 34 39,49,50 39,49,50 NUM dpc-452 89 35 ] ] X dpc-452 89 36 . . PUNCT dpc-452 90 1 in in ADP dpc-452 90 2 contrast contrast NOUN dpc-452 90 3 , , PUNCT dpc-452 90 4 recurrence recurrence NOUN dpc-452 90 5 of of ADP dpc-452 90 6 a a DET dpc-452 90 7 benign benign ADJ dpc-452 90 8 nevus nevus NOUN dpc-452 90 9 may may AUX dpc-452 90 10 occur occur VERB dpc-452 90 11 earlier early ADV dpc-452 90 12 than than ADP dpc-452 90 13 recurring recur VERB dpc-452 90 14 melanoma melanoma NOUN dpc-452 90 15 [ [ X dpc-452 90 16 51 51 NUM dpc-452 90 17 ] ] PUNCT dpc-452 90 18 . . PUNCT dpc-452 91 1 second second ADJ dpc-452 91 2 , , PUNCT dpc-452 91 3 new new ADJ dpc-452 91 4 checkpoint checkpoint NOUN dpc-452 91 5 inhibitors inhibitor NOUN dpc-452 91 6 such such ADJ dpc-452 91 7 as as ADP dpc-452 91 8 dabrafenib dabrafenib NOUN dpc-452 91 9 [ [ X dpc-452 91 10 52 52 NUM dpc-452 91 11 ] ] PUNCT dpc-452 91 12 or or CCONJ dpc-452 91 13 vemurafenib vemurafenib VERB dpc-452 91 14 [ [ X dpc-452 91 15 53 53 NUM dpc-452 91 16 ] ] PUNCT dpc-452 91 17 may may AUX dpc-452 91 18 lead lead VERB dpc-452 91 19 to to ADP dpc-452 91 20 drastic drastic ADJ dpc-452 91 21 changes change NOUN dpc-452 91 22 in in ADP dpc-452 91 23 nevi nevi PROPN dpc-452 91 24 . . PUNCT dpc-452 92 1 notably notably ADV dpc-452 92 2 , , PUNCT dpc-452 92 3 all all DET dpc-452 92 4 criteria criterion NOUN dpc-452 92 5 rely rely VERB dpc-452 92 6 heavily heavily ADV dpc-452 92 7 on on ADP dpc-452 92 8 asymmetry asymmetry NOUN dpc-452 92 9 ( ( PUNCT dpc-452 92 10 chaos chaos NOUN dpc-452 92 11 ) ) PUNCT dpc-452 92 12 , , PUNCT dpc-452 92 13 which which PRON dpc-452 92 14 is be AUX dpc-452 92 15 one one NUM dpc-452 92 16 of of ADP dpc-452 92 17 the the DET dpc-452 92 18 most most ADV dpc-452 92 19 ( ( PUNCT dpc-452 92 20 interrater interrater ADJ dpc-452 92 21 ) ) PUNCT dpc-452 92 22 reliable reliable ADJ dpc-452 92 23 features feature NOUN dpc-452 92 24 in in ADP dpc-452 92 25 dermatoscopy dermatoscopy NOUN dpc-452 92 26 [ [ X dpc-452 92 27 47 47 NUM dpc-452 92 28 ] ] PUNCT dpc-452 92 29 , , PUNCT dpc-452 92 30 but but CCONJ dpc-452 92 31 evaluation evaluation NOUN dpc-452 92 32 of of ADP dpc-452 92 33 the the DET dpc-452 92 34 necessary necessary ADJ dpc-452 92 35 extent extent NOUN dpc-452 92 36 of of ADP dpc-452 92 37 change change NOUN dpc-452 92 38 still still ADV dpc-452 92 39 relies rely VERB dpc-452 92 40 on on ADP dpc-452 92 41 the the DET dpc-452 92 42 subjective subjective ADJ dpc-452 92 43 judgment judgment NOUN dpc-452 92 44 of of ADP dpc-452 92 45 the the DET dpc-452 92 46 examining examine VERB dpc-452 92 47 physician physician NOUN dpc-452 92 48 . . PUNCT dpc-452 93 1 additionally additionally ADV dpc-452 93 2 , , PUNCT dpc-452 93 3 many many ADJ dpc-452 93 4 additional additional ADJ dpc-452 93 5 factors factor NOUN dpc-452 93 6 have have VERB dpc-452 93 7 to to PART dpc-452 93 8 be be AUX dpc-452 93 9 taken take VERB dpc-452 93 10 into into ADP dpc-452 93 11 account account NOUN dpc-452 93 12 and and CCONJ dpc-452 93 13 these these PRON dpc-452 93 14 are be AUX dpc-452 93 15 ( ( PUNCT dpc-452 93 16 1 1 NUM dpc-452 93 17 ) ) PUNCT dpc-452 93 18 time time NOUN dpc-452 93 19 , , PUNCT dpc-452 93 20 ( ( PUNCT dpc-452 93 21 2 2 X dpc-452 93 22 ) ) PUNCT dpc-452 93 23 medication medication NOUN dpc-452 93 24 , , PUNCT dpc-452 93 25 ( ( PUNCT dpc-452 93 26 3 3 X dpc-452 93 27 ) ) PUNCT dpc-452 93 28 anatomic anatomic ADJ dpc-452 93 29 location location NOUN dpc-452 93 30 , , PUNCT dpc-452 93 31 figure figure NOUN dpc-452 93 32     SPACE dpc-452 93 33 2 2 NUM dpc-452 93 34 . . PUNCT dpc-452 93 35 a a DET dpc-452 93 36 compound compound NOUN dpc-452 93 37 nevus nevus NOUN dpc-452 93 38 ( ( PUNCT dpc-452 93 39 a a NOUN dpc-452 93 40 ) ) PUNCT dpc-452 93 41 with with ADP dpc-452 93 42 peripheral peripheral ADJ dpc-452 93 43 clods clod NOUN dpc-452 93 44 showing show VERB dpc-452 93 45 ( ( PUNCT dpc-452 93 46 b b NOUN dpc-452 93 47 ) ) PUNCT dpc-452 93 48 symmetrical symmetrical ADJ dpc-452 93 49 growth growth NOUN dpc-452 93 50 after after ADP dpc-452 93 51     SPACE dpc-452 93 52 1 1 NUM dpc-452 93 53     SPACE dpc-452 93 54 year year NOUN dpc-452 93 55 . . PUNCT dpc-452 94 1 nevi nevi ADJ dpc-452 94 2 with with ADP dpc-452 94 3 peripheral peripheral ADJ dpc-452 94 4 clods clod NOUN dpc-452 94 5 very very ADV dpc-452 94 6 commonly commonly ADV dpc-452 94 7 show show VERB dpc-452 94 8 symmetric symmetric ADJ dpc-452 94 9 enlargement enlargement NOUN dpc-452 94 10 over over ADP dpc-452 94 11 time time NOUN dpc-452 94 12 [ [ X dpc-452 94 13 70 70 NUM dpc-452 94 14 ] ] PUNCT dpc-452 94 15 . . PUNCT dpc-452 95 1 [ [ X dpc-452 95 2 copyright copyright NOUN dpc-452 95 3 : : PUNCT dpc-452 95 4 © © PROPN dpc-452 95 5 2018 2018 NUM dpc-452 95 6     SPACE dpc-452 95 7 tschandl tschandl NOUN dpc-452 95 8 . . PUNCT dpc-452 95 9 ] ] PUNCT dpc-452 96 1 figure figure NOUN dpc-452 96 2     SPACE dpc-452 96 3 3 3 NUM dpc-452 96 4 . . PUNCT dpc-452 97 1 this this DET dpc-452 97 2 histopathologically histopathologically ADV dpc-452 97 3 verified verify VERB dpc-452 97 4 lentigo lentigo ADJ dpc-452 97 5 maligna maligna PROPN dpc-452 97 6 initially initially ADV dpc-452 97 7 presented present VERB dpc-452 97 8 with with ADP dpc-452 97 9 only only ADJ dpc-452 97 10 structureless structureless ADJ dpc-452 97 11 brown brown ADJ dpc-452 97 12 areas area NOUN dpc-452 97 13 ( ( PUNCT dpc-452 97 14 a a X dpc-452 97 15 ) ) PUNCT dpc-452 97 16 at at ADP dpc-452 97 17 the the DET dpc-452 97 18 baseline baseline NOUN dpc-452 97 19 visit visit NOUN dpc-452 97 20 . . PUNCT dpc-452 98 1 ( ( PUNCT dpc-452 98 2 b b X dpc-452 98 3 ) ) PUNCT dpc-452 98 4 after after ADP dpc-452 98 5     SPACE dpc-452 98 6 14 14 NUM dpc-452 98 7     SPACE dpc-452 98 8 months month NOUN dpc-452 98 9 of of ADP dpc-452 98 10 follow follow NOUN dpc-452 98 11 - - PUNCT dpc-452 98 12 up up NOUN dpc-452 98 13 , , PUNCT dpc-452 98 14 the the DET dpc-452 98 15 pigment pigment NOUN dpc-452 98 16 has have AUX dpc-452 98 17 become become VERB dpc-452 98 18 darker dark ADJ dpc-452 98 19 , , PUNCT dpc-452 98 20 grown grow VERB dpc-452 98 21 asymmetrically asymmetrically ADV dpc-452 98 22 , , PUNCT dpc-452 98 23 and and CCONJ dpc-452 98 24 an an DET dpc-452 98 25 additional additional ADJ dpc-452 98 26 pink pink ADJ dpc-452 98 27 structureless structureless ADJ dpc-452 98 28 area area NOUN dpc-452 98 29 can can AUX dpc-452 98 30 be be AUX dpc-452 98 31 seen see VERB dpc-452 98 32 . . PUNCT dpc-452 99 1 [ [ X dpc-452 99 2 copyright copyright NOUN dpc-452 99 3 : : PUNCT dpc-452 99 4 © © PROPN dpc-452 99 5 2018 2018 NUM dpc-452 99 6     SPACE dpc-452 99 7 tschandl tschandl NOUN dpc-452 99 8 . . PUNCT dpc-452 99 9 ] ] PUNCT dpc-452 100 1 figure figure NOUN dpc-452 100 2     SPACE dpc-452 100 3 4 4 NUM dpc-452 100 4 . . PUNCT dpc-452 101 1 while while SCONJ dpc-452 101 2 this this DET dpc-452 101 3 lesion lesion NOUN dpc-452 101 4 ( ( PUNCT dpc-452 101 5 a a X dpc-452 101 6 ) ) PUNCT dpc-452 101 7 initially initially ADV dpc-452 101 8 appears appear VERB dpc-452 101 9 inconspicuous inconspicuous ADJ dpc-452 101 10 , , PUNCT dpc-452 101 11 after after ADP dpc-452 101 12 ( ( PUNCT dpc-452 101 13 b b NOUN dpc-452 101 14 ) ) PUNCT dpc-452 101 15 6 6 NUM dpc-452 101 16     SPACE dpc-452 101 17 months month NOUN dpc-452 101 18 it it PRON dpc-452 101 19 shows show VERB dpc-452 101 20 additional additional ADJ dpc-452 101 21 black black ADJ dpc-452 101 22 dots dot NOUN dpc-452 101 23 and and CCONJ dpc-452 101 24 asymmetric asymmetric ADJ dpc-452 101 25 growth growth NOUN dpc-452 101 26 . . PUNCT dpc-452 102 1 histopathological histopathological ADJ dpc-452 102 2 evaluation evaluation NOUN dpc-452 102 3 revealed reveal VERB dpc-452 102 4 a a DET dpc-452 102 5 superficially superficially ADV dpc-452 102 6 spreading spread VERB dpc-452 102 7 melanoma melanoma NOUN dpc-452 102 8 with with ADP dpc-452 102 9 an an DET dpc-452 102 10 invasion invasion NOUN dpc-452 102 11 depth depth NOUN dpc-452 102 12 of of ADP dpc-452 102 13     SPACE dpc-452 102 14 0.4 0.4 NUM dpc-452 102 15     SPACE dpc-452 102 16 mm mm NOUN dpc-452 102 17 . . PUNCT dpc-452 103 1 [ [ X dpc-452 103 2 copyright copyright NOUN dpc-452 103 3 : : PUNCT dpc-452 103 4 © © PROPN dpc-452 103 5 2018 2018 NUM dpc-452 103 6     SPACE dpc-452 103 7 tschandl tschandl NOUN dpc-452 103 8 . . PUNCT dpc-452 103 9 ] ] X dpc-452 104 1 third third ADV dpc-452 104 2 , , PUNCT dpc-452 104 3 congenital congenital ADJ dpc-452 104 4 nevi nevi NOUN dpc-452 104 5 of of ADP dpc-452 104 6 the the DET dpc-452 104 7 nail nail NOUN dpc-452 104 8 apparatus apparatus NOUN dpc-452 104 9 may may AUX dpc-452 104 10 show show VERB dpc-452 104 11 growth growth NOUN dpc-452 104 12 and and CCONJ dpc-452 104 13 involution involution NOUN dpc-452 104 14 [ [ X dpc-452 104 15 54 54 NUM dpc-452 104 16 ] ] PUNCT dpc-452 104 17 . . PUNCT dpc-452 105 1 fourth fourth ADJ dpc-452 105 2 , , PUNCT dpc-452 105 3 growing grow VERB dpc-452 105 4 lesions lesion NOUN dpc-452 105 5 raise raise VERB dpc-452 105 6 more more ADJ dpc-452 105 7 suspicion suspicion NOUN dpc-452 105 8 in in ADP dpc-452 105 9 older old ADJ dpc-452 105 10 patients patient NOUN dpc-452 105 11 , , PUNCT dpc-452 105 12 as as SCONJ dpc-452 105 13 nevi nevi ADJ dpc-452 105 14 are be AUX dpc-452 105 15 expected expect VERB dpc-452 105 16 to to PART dpc-452 105 17 change change VERB dpc-452 105 18 in in ADP dpc-452 105 19 younger young ADJ dpc-452 105 20 patients patient NOUN dpc-452 105 21 to to ADP dpc-452 105 22 some some DET dpc-452 105 23 extent extent NOUN dpc-452 106 1 [ [ X dpc-452 106 2 14,15 14,15 NUM dpc-452 106 3 ] ] PUNCT dpc-452 106 4 . . PUNCT dpc-452 107 1 general general ADJ dpc-452 107 2 considerations consideration NOUN dpc-452 107 3 effectiveness effectiveness NOUN dpc-452 107 4 regarding regard VERB dpc-452 107 5 diagnostic diagnostic ADJ dpc-452 107 6 accuracy accuracy NOUN dpc-452 107 7 , , PUNCT dpc-452 107 8 a a DET dpc-452 107 9 metaanalysis metaanalysis NOUN dpc-452 107 10 has have AUX dpc-452 107 11 shown show VERB dpc-452 107 12 that that SCONJ dpc-452 107 13 by by ADP dpc-452 107 14 using use VERB dpc-452 107 15 sddi sddi NOUN dpc-452 107 16 , , PUNCT dpc-452 107 17 54.6 54.6 NUM dpc-452 107 18 % % NOUN dpc-452 107 19 of of ADP dpc-452 107 20 melanomas melanomas NOUN dpc-452 107 21 can can AUX dpc-452 107 22 be be AUX dpc-452 107 23 excised excise VERB dpc-452 107 24 in in ADP dpc-452 107 25 situ situ NOUN dpc-452 107 26 . . PUNCT dpc-452 108 1 the the DET dpc-452 108 2 number number NOUN dpc-452 108 3 of of ADP dpc-452 108 4 lesions lesion NOUN dpc-452 108 5 needed need VERB dpc-452 108 6 to to PART dpc-452 108 7 monitor monitor VERB dpc-452 108 8 differs differ NOUN dpc-452 108 9 significantly significantly ADV dpc-452 108 10 between between ADP dpc-452 108 11 studies study NOUN dpc-452 108 12 ( ( PUNCT dpc-452 108 13 31 31 NUM dpc-452 108 14 - - SYM dpc-452 108 15 1 1 NUM dpc-452 108 16 008 008 NUM dpc-452 108 17 ) ) PUNCT dpc-452 108 18 , , PUNCT dpc-452 108 19 most most ADV dpc-452 108 20 possibly possibly ADV dpc-452 108 21 reflecting reflect VERB dpc-452 108 22 different different ADJ dpc-452 108 23 methods method NOUN dpc-452 108 24 of of ADP dpc-452 108 25 executing execute VERB dpc-452 108 26 sddi sddi NOUN dpc-452 108 27 . . PUNCT dpc-452 109 1 undeniably undeniably ADV dpc-452 109 2 , , PUNCT dpc-452 109 3 this this DET dpc-452 109 4 number number NOUN dpc-452 109 5 is be AUX dpc-452 109 6 the the DET dpc-452 109 7 lowest low ADJ dpc-452 109 8 for for ADP dpc-452 109 9 short short ADJ dpc-452 109 10 - - PUNCT dpc-452 109 11 term term NOUN dpc-452 109 12 sddi sddi NOUN dpc-452 109 13 [ [ X dpc-452 109 14 21,48 21,48 X dpc-452 109 15 ] ] X dpc-452 109 16 because because SCONJ dpc-452 109 17 it it PRON dpc-452 109 18 is be AUX dpc-452 109 19 mainly mainly ADV dpc-452 109 20 used use VERB dpc-452 109 21 for for ADP dpc-452 109 22 increasing increase VERB dpc-452 109 23 specificity specificity NOUN dpc-452 109 24 ( ( PUNCT dpc-452 109 25 ie ie X dpc-452 109 26 , , PUNCT dpc-452 109 27 avoiding avoid VERB dpc-452 109 28 excision excision NOUN dpc-452 109 29 of of ADP dpc-452 109 30 single single ADJ dpc-452 109 31 suspicious suspicious ADJ dpc-452 109 32 lesions lesion NOUN dpc-452 109 33 rather rather ADV dpc-452 109 34 than than ADP dpc-452 109 35 scanning scan VERB dpc-452 109 36 all all DET dpc-452 109 37 lesions lesion NOUN dpc-452 109 38 on on ADP dpc-452 109 39 a a DET dpc-452 109 40 patient patient NOUN dpc-452 109 41 ) ) PUNCT dpc-452 109 42 . . PUNCT dpc-452 110 1 it it PRON dpc-452 110 2 therefore therefore ADV dpc-452 110 3 does do AUX dpc-452 110 4 not not PART dpc-452 110 5 have have VERB dpc-452 110 6 the the DET dpc-452 110 7 identical identical ADJ dpc-452 110 8 purpose purpose NOUN dpc-452 110 9 as as ADP dpc-452 110 10 longterm longterm ADJ dpc-452 110 11 sddi sddi NOUN dpc-452 110 12 and and CCONJ dpc-452 110 13 is be AUX dpc-452 110 14 commonly commonly ADV dpc-452 110 15 combined combine VERB dpc-452 110 16 with with ADP dpc-452 110 17 other other ADJ dpc-452 110 18 screening screening NOUN dpc-452 110 19 methods method NOUN dpc-452 110 20 such such ADJ dpc-452 110 21 as as ADP dpc-452 110 22 total total ADJ dpc-452 110 23 - - PUNCT dpc-452 110 24 body body NOUN dpc-452 110 25 photography photography NOUN dpc-452 110 26 , , PUNCT dpc-452 110 27 conventional conventional ADJ dpc-452 110 28 skin skin NOUN dpc-452 110 29 examination examination NOUN dpc-452 110 30 , , PUNCT dpc-452 110 31 and and CCONJ dpc-452 110 32 dermatoscopy dermatoscopy VERB dpc-452 110 33 [ [ X dpc-452 110 34 16,17 16,17 NUM dpc-452 110 35 ] ] PUNCT dpc-452 110 36 . . PUNCT dpc-452 111 1 the the DET dpc-452 111 2 number number NOUN dpc-452 111 3 of of ADP dpc-452 111 4 needed need VERB dpc-452 111 5 excisions excision NOUN dpc-452 111 6 ( ( PUNCT dpc-452 111 7 nne nne PROPN dpc-452 111 8 ) ) PUNCT dpc-452 111 9 to to PART dpc-452 111 10 find find VERB dpc-452 111 11 a a DET dpc-452 111 12 melanoma melanoma NOUN dpc-452 111 13 under under ADP dpc-452 111 14 longterm longterm ADJ dpc-452 111 15 sddi sddi NOUN dpc-452 111 16 is be AUX dpc-452 111 17 low low ADJ dpc-452 111 18 ( ( PUNCT dpc-452 111 19 1:12 1:12 NUM dpc-452 111 20 ; ; PUNCT dpc-452 111 21 melanoma melanoma NOUN dpc-452 111 22 : : PUNCT dpc-452 111 23 benign benign ADJ dpc-452 111 24 nevi nevi NOUN dpc-452 111 25 as as SCONJ dpc-452 111 26 diagnosed diagnose VERB dpc-452 111 27 by by ADP dpc-452 111 28 histopathology histopathology NOUN dpc-452 111 29 ) ) PUNCT dpc-452 111 30 , , PUNCT dpc-452 111 31 but but CCONJ dpc-452 111 32 here here ADV dpc-452 111 33 also also ADV dpc-452 111 34 short short ADJ dpc-452 111 35 - - PUNCT dpc-452 111 36 term term NOUN dpc-452 111 37 sddi sddi NOUN dpc-452 111 38 is be AUX dpc-452 111 39 lower low ADJ dpc-452 111 40 ( ( PUNCT dpc-452 111 41 1:5 1:5 NUM dpc-452 111 42 ) ) PUNCT dpc-452 112 1 [ [ X dpc-452 112 2 21 21 NUM dpc-452 112 3 ] ] X dpc-452 112 4 , , PUNCT dpc-452 112 5 as as SCONJ dpc-452 112 6 it it PRON dpc-452 112 7 includes include VERB dpc-452 112 8 only only ADV dpc-452 112 9 suspicious suspicious ADJ dpc-452 112 10 lesions lesion NOUN dpc-452 112 11 , , PUNCT dpc-452 112 12 decreasing decrease VERB dpc-452 112 13 the the DET dpc-452 112 14 pretest pret ADJ dpc-452 112 15 probability probability NOUN dpc-452 112 16 of of ADP dpc-452 112 17 false false ADJ dpc-452 112 18 positive positive ADJ dpc-452 112 19 findings finding NOUN dpc-452 112 20 . . PUNCT dpc-452 113 1 the the DET dpc-452 113 2 low low ADJ dpc-452 113 3 nne nne PROPN dpc-452 113 4 for for ADP dpc-452 113 5 any any DET dpc-452 113 6 kind kind NOUN dpc-452 113 7 of of ADP dpc-452 113 8 sddi sddi NOUN dpc-452 113 9 is be AUX dpc-452 113 10 thought think VERB dpc-452 113 11 to to PART dpc-452 113 12 be be AUX dpc-452 113 13 one one NUM dpc-452 113 14 of of ADP dpc-452 113 15 the the DET dpc-452 113 16 main main ADJ dpc-452 113 17 reasons reason NOUN dpc-452 113 18 the the DET dpc-452 113 19 nne nne PROPN dpc-452 113 20 has have AUX dpc-452 113 21 decreased decrease VERB dpc-452 113 22 in in ADP dpc-452 113 23 recent recent ADJ dpc-452 113 24 years year NOUN dpc-452 113 25 in in ADP dpc-452 113 26 specialized specialized ADJ dpc-452 113 27 centers center NOUN dpc-452 113 28 [ [ X dpc-452 113 29 55 55 NUM dpc-452 113 30 ] ] PUNCT dpc-452 113 31 . . PUNCT dpc-452 114 1 for for ADP dpc-452 114 2 every every DET dpc-452 114 3 screening screening NOUN dpc-452 114 4 method method NOUN dpc-452 114 5 , , PUNCT dpc-452 114 6 not not PART dpc-452 114 7 only only ADV dpc-452 114 8 diagnostic diagnostic ADJ dpc-452 114 9 accuracy accuracy NOUN dpc-452 114 10 , , PUNCT dpc-452 114 11 but but CCONJ dpc-452 114 12 also also ADV dpc-452 114 13 immediate immediate ADJ dpc-452 114 14 and and CCONJ dpc-452 114 15 follow follow VERB dpc-452 114 16 - - PUNCT dpc-452 114 17 up up ADP dpc-452 114 18 costs cost NOUN dpc-452 114 19 have have VERB dpc-452 114 20 to to PART dpc-452 114 21 be be AUX dpc-452 114 22 taken take VERB dpc-452 114 23 into into ADP dpc-452 114 24 account account NOUN dpc-452 114 25 . . PUNCT dpc-452 115 1 literature literature NOUN dpc-452 115 2 suggesting suggest VERB dpc-452 115 3 that that SCONJ dpc-452 115 4 even even ADV dpc-452 115 5 skin skin NOUN dpc-452 115 6 cancer cancer NOUN dpc-452 115 7 awareness awareness NOUN dpc-452 115 8 interventions intervention NOUN dpc-452 115 9 can can AUX dpc-452 115 10 increase increase VERB dpc-452 115 11 costs cost NOUN dpc-452 115 12 alongside alongside ADP dpc-452 115 13 even even ADV dpc-452 115 14 lower low ADJ dpc-452 115 15 quality quality NOUN dpc-452 115 16 - - PUNCT dpc-452 115 17 adjusted adjust VERB dpc-452 115 18 life life NOUN dpc-452 115 19 years year NOUN dpc-452 116 1 [ [ X dpc-452 116 2 56 56 NUM dpc-452 116 3 ] ] PUNCT dpc-452 116 4 show show VERB dpc-452 116 5 the the DET dpc-452 116 6 importance importance NOUN dpc-452 116 7 of of ADP dpc-452 116 8 being be AUX dpc-452 116 9 careful careful ADJ dpc-452 116 10 and and CCONJ dpc-452 116 11 constantly constantly ADV dpc-452 116 12 critical critical ADJ dpc-452 116 13 of of ADP dpc-452 116 14 population population NOUN dpc-452 116 15 - - PUNCT dpc-452 116 16 wide wide ADJ dpc-452 116 17 decisions decision NOUN dpc-452 116 18 about about ADP dpc-452 116 19 any any DET dpc-452 116 20 kind kind NOUN dpc-452 116 21 of of ADP dpc-452 116 22 screening screen VERB dpc-452 116 23 method method NOUN dpc-452 116 24 [ [ X dpc-452 116 25 57 57 NUM dpc-452 116 26 ] ] PUNCT dpc-452 116 27 . . PUNCT dpc-452 117 1 when when SCONJ dpc-452 117 2 limiting limit VERB dpc-452 117 3 interventions intervention NOUN dpc-452 117 4 to to ADP dpc-452 117 5 high high ADJ dpc-452 117 6 - - PUNCT dpc-452 117 7 risk risk NOUN dpc-452 117 8 patients patient NOUN dpc-452 117 9 , , PUNCT dpc-452 117 10 there there PRON dpc-452 117 11 review review VERB dpc-452 117 12 | | ADV dpc-452 117 13 dermatol dermatol ADJ dpc-452 117 14 pract pract NOUN dpc-452 117 15 concept concept NOUN dpc-452 117 16 2018;8(3):16 2018;8(3):16 NUM dpc-452 117 17 235 235 NUM dpc-452 117 18 5 5 NUM dpc-452 117 19 . . PUNCT dpc-452 118 1 sinz sinz PROPN dpc-452 118 2 c c NOUN dpc-452 118 3 , , PUNCT dpc-452 118 4 tschandl tschandl NOUN dpc-452 118 5 p p NOUN dpc-452 118 6 , , PUNCT dpc-452 118 7 rosendahl rosendahl NOUN dpc-452 118 8 c c NOUN dpc-452 118 9 , , PUNCT dpc-452 118 10 et et PROPN dpc-452 118 11     SPACE dpc-452 118 12 al al PROPN dpc-452 118 13 . . PROPN dpc-452 118 14 accuracy accuracy NOUN dpc-452 118 15 of of ADP dpc-452 118 16 dermatoscopy dermatoscopy NOUN dpc-452 118 17 for for ADP dpc-452 118 18 the the DET dpc-452 118 19 diagnosis diagnosis NOUN dpc-452 118 20 of of ADP dpc-452 118 21 nonpigmented nonpigmented ADJ dpc-452 118 22 cancers cancer NOUN dpc-452 118 23 of of ADP dpc-452 118 24 the the DET dpc-452 118 25 skin skin NOUN dpc-452 118 26 . . PUNCT dpc-452 119 1 j j PROPN dpc-452 119 2 am be AUX dpc-452 119 3 acad acad ADJ dpc-452 119 4 dermatol dermatol NOUN dpc-452 119 5 . . PUNCT dpc-452 120 1 2017;77(6):1100 2017;77(6):1100 NUM dpc-452 120 2 - - SYM dpc-452 120 3 1109 1109 NUM dpc-452 120 4 . . PUNCT dpc-452 121 1 doi doi NOUN dpc-452 121 2 : : PUNCT dpc-452 121 3 10.1016 10.1016 NUM dpc-452 121 4 / / SYM dpc-452 121 5 j. j. PROPN dpc-452 121 6 jaad.2017.07.022 jaad.2017.07.022 PROPN dpc-452 121 7 . . PROPN dpc-452 122 1 6 6 NUM dpc-452 122 2 . . X dpc-452 122 3 fusaro fusaro PROPN dpc-452 122 4 rm rm PROPN dpc-452 122 5 , , PUNCT dpc-452 122 6 lynch lynch PROPN dpc-452 122 7 ht ht PROPN dpc-452 122 8 , , PUNCT dpc-452 122 9 kimberling kimberle VERB dpc-452 122 10 wj wj PROPN dpc-452 122 11 . . PUNCT dpc-452 123 1 familial familial ADJ dpc-452 123 2 atypical atypical ADJ dpc-452 123 3 multiple multiple ADJ dpc-452 123 4 mole mole NOUN dpc-452 123 5 melanoma melanoma NOUN dpc-452 123 6 syndrome syndrome NOUN dpc-452 123 7 ( ( PUNCT dpc-452 123 8 fammm fammm PROPN dpc-452 123 9 ) ) PUNCT dpc-452 123 10 . . PUNCT dpc-452 124 1 arch arch ADJ dpc-452 124 2 dermatol dermatol NOUN dpc-452 124 3 . . PUNCT dpc-452 125 1 1983;119(1):2 1983;119(1):2 NUM dpc-452 125 2 - - SYM dpc-452 125 3 3 3 NUM dpc-452 125 4 . . PUNCT dpc-452 125 5 doi doi NOUN dpc-452 125 6 : : PUNCT dpc-452 125 7 10.1001 10.1001 NUM dpc-452 125 8 / / SYM dpc-452 125 9 archderm.1983.01650250006002 archderm.1983.01650250006002 NOUN dpc-452 125 10 . . PROPN dpc-452 126 1 7 7 X dpc-452 126 2 . . X dpc-452 126 3 clark clark PROPN dpc-452 126 4 wh wh PROPN dpc-452 126 5 jr jr PROPN dpc-452 126 6 , , PUNCT dpc-452 126 7 reimer reimer PROPN dpc-452 126 8 rr rr PROPN dpc-452 126 9 , , PUNCT dpc-452 126 10 greene greene PROPN dpc-452 126 11 m m PROPN dpc-452 126 12 , , PUNCT dpc-452 126 13 ainsworth ainsworth PROPN dpc-452 126 14 am am PROPN dpc-452 126 15 , , PUNCT dpc-452 126 16 mastrangelo mastrangelo PROPN dpc-452 126 17 mj mj PROPN dpc-452 126 18 . . PROPN dpc-452 126 19 origin origin PROPN dpc-452 126 20 of of ADP dpc-452 126 21 familial familial ADJ dpc-452 126 22 malignant malignant ADJ dpc-452 126 23 melanomas melanomas NOUN dpc-452 126 24 from from ADP dpc-452 126 25 heritable heritable ADJ dpc-452 126 26 melanocytic melanocytic ADJ dpc-452 126 27 lesions lesion NOUN dpc-452 126 28 . . PUNCT dpc-452 127 1 the the DET dpc-452 127 2 b b PROPN dpc-452 127 3 - - PUNCT dpc-452 127 4 k k PROPN dpc-452 127 5 mole mole NOUN dpc-452 127 6 syndrome syndrome NOUN dpc-452 127 7 . . PUNCT dpc-452 128 1 arch arch ADJ dpc-452 128 2 dermatol dermatol NOUN dpc-452 128 3 . . PUNCT dpc-452 129 1 1978;114(5):732 1978;114(5):732 NUM dpc-452 129 2 - - SYM dpc-452 129 3 738 738 NUM dpc-452 129 4 . . PUNCT dpc-452 130 1 doi doi NOUN dpc-452 130 2 : : PUNCT dpc-452 130 3 10.1001 10.1001 NUM dpc-452 130 4 / / SYM dpc-452 130 5 archderm archderm NOUN dpc-452 130 6 . . PUNCT dpc-452 131 1 1978.01640170032006 1978.01640170032006 NUM dpc-452 131 2 . . PUNCT dpc-452 132 1 8 8 NUM dpc-452 132 2 . . PUNCT dpc-452 132 3 tschandl tschandl PROPN dpc-452 132 4 p p NOUN dpc-452 132 5 , , PUNCT dpc-452 132 6 hofmann hofmann PROPN dpc-452 132 7 l l PROPN dpc-452 132 8 , , PUNCT dpc-452 132 9 fink fink PROPN dpc-452 132 10 c c PROPN dpc-452 132 11 , , PUNCT dpc-452 132 12 kittler kittler NOUN dpc-452 132 13 h h NOUN dpc-452 132 14 , , PUNCT dpc-452 132 15 haenssle haenssle PROPN dpc-452 132 16 ha ha INTJ dpc-452 132 17 . . PROPN dpc-452 132 18 melanomas melanomas PROPN dpc-452 132 19 vs. vs. ADP dpc-452 132 20 nevi nevi NOUN dpc-452 132 21 in in ADP dpc-452 132 22 high high ADJ dpc-452 132 23 - - PUNCT dpc-452 132 24 risk risk NOUN dpc-452 132 25 patients patient NOUN dpc-452 132 26 under under ADP dpc-452 132 27 long long ADJ dpc-452 132 28 - - PUNCT dpc-452 132 29 term term NOUN dpc-452 132 30 monitoring monitoring NOUN dpc-452 132 31 with with ADP dpc-452 132 32 digital digital ADJ dpc-452 132 33 dermatoscopy dermatoscopy NOUN dpc-452 132 34 : : PUNCT dpc-452 132 35 do do AUX dpc-452 132 36 melanomas melanomas NOUN dpc-452 132 37 and and CCONJ dpc-452 132 38 nevi nevi PROPN dpc-452 132 39 already already ADV dpc-452 132 40 differ differ VERB dpc-452 132 41 at at ADP dpc-452 132 42 baseline baseline NOUN dpc-452 132 43 ? ? PUNCT dpc-452 133 1 j j PROPN dpc-452 133 2 eur eur PROPN dpc-452 133 3 acad acad PROPN dpc-452 133 4 dermatol dermatol NOUN dpc-452 133 5 venereol venereol NOUN dpc-452 133 6 . . PUNCT dpc-452 134 1 2017;31(6):972 2017;31(6):972 PROPN dpc-452 134 2 - - PUNCT dpc-452 134 3 977 977 NUM dpc-452 134 4 . . PUNCT dpc-452 134 5 doi doi NOUN dpc-452 134 6 : : PUNCT dpc-452 134 7 10.1111 10.1111 NUM dpc-452 134 8 / / SYM dpc-452 134 9 jdv.14065 jdv.14065 PROPN dpc-452 134 10 . . PUNCT dpc-452 135 1 9 9 X dpc-452 135 2 . . X dpc-452 136 1 grob grob PROPN dpc-452 136 2 jj jj PROPN dpc-452 136 3 , , PUNCT dpc-452 136 4 bonerandi bonerandi PROPN dpc-452 136 5 jj jj PROPN dpc-452 136 6 . . PUNCT dpc-452 137 1 the the DET dpc-452 137 2 “ " PUNCT dpc-452 137 3 ugly ugly ADJ dpc-452 137 4 duckling duckling NOUN dpc-452 137 5 ” " PUNCT dpc-452 137 6 sign sign NOUN dpc-452 137 7 : : PUNCT dpc-452 137 8 identification identification NOUN dpc-452 137 9 of of ADP dpc-452 137 10 the the DET dpc-452 137 11 common common ADJ dpc-452 137 12 characteristics characteristic NOUN dpc-452 137 13 of of ADP dpc-452 137 14 nevi nevi NOUN dpc-452 137 15 in in ADP dpc-452 137 16 an an DET dpc-452 137 17 individual individual NOUN dpc-452 137 18 as as ADP dpc-452 137 19 a a DET dpc-452 137 20 basis basis NOUN dpc-452 137 21 for for ADP dpc-452 137 22 melanoma melanoma NOUN dpc-452 137 23 screening screening NOUN dpc-452 137 24 . . PUNCT dpc-452 138 1 arch arch ADJ dpc-452 138 2 dermatol dermatol NOUN dpc-452 138 3 . . PUNCT dpc-452 139 1 1998;134(1):103 1998;134(1):103 PROPN dpc-452 139 2 - - SYM dpc-452 139 3 104 104 NUM dpc-452 139 4 . . PUNCT dpc-452 140 1 doi doi NOUN dpc-452 140 2 : : PUNCT dpc-452 140 3 10.1001 10.1001 NUM dpc-452 140 4 / / SYM dpc-452 140 5 archderm.134.1.103 archderm.134.1.103 NOUN dpc-452 140 6 - - NOUN dpc-452 140 7 a. a. NOUN dpc-452 140 8 10 10 NUM dpc-452 140 9 . . PUNCT dpc-452 141 1 wazaefi wazaefi PROPN dpc-452 141 2 y y PROPN dpc-452 141 3 , , PUNCT dpc-452 141 4 gaudy gaudy ADJ dpc-452 141 5 - - PUNCT dpc-452 141 6 marqueste marqueste NOUN dpc-452 141 7 c c PROPN dpc-452 141 8 , , PUNCT dpc-452 141 9 avril avril PROPN dpc-452 141 10 m m PROPN dpc-452 141 11 - - PROPN dpc-452 141 12 f f PROPN dpc-452 141 13 , , PUNCT dpc-452 141 14 et et PROPN dpc-452 141 15     SPACE dpc-452 141 16 al al PROPN dpc-452 141 17 . . PROPN dpc-452 141 18 evidence evidence NOUN dpc-452 141 19 of of ADP dpc-452 141 20 a a DET dpc-452 141 21 limited limited ADJ dpc-452 141 22 intra intra ADJ dpc-452 141 23 - - ADJ dpc-452 141 24 individual individual ADJ dpc-452 141 25 diversity diversity NOUN dpc-452 141 26 of of ADP dpc-452 141 27 nevi nevi ADJ dpc-452 141 28 : : PUNCT dpc-452 141 29 intuitive intuitive ADJ dpc-452 141 30 perception perception NOUN dpc-452 141 31 of of ADP dpc-452 141 32 dominant dominant ADJ dpc-452 141 33 clusters cluster NOUN dpc-452 141 34 is be AUX dpc-452 141 35 a a DET dpc-452 141 36 crucial crucial ADJ dpc-452 141 37 step step NOUN dpc-452 141 38 in in ADP dpc-452 141 39 the the DET dpc-452 141 40 analysis analysis NOUN dpc-452 141 41 of of ADP dpc-452 141 42 nevi nevi NOUN dpc-452 141 43 by by ADP dpc-452 141 44 dermatologists dermatologist NOUN dpc-452 141 45 . . PUNCT dpc-452 142 1 j j PROPN dpc-452 142 2 invest invest VERB dpc-452 142 3 dermatol dermatol NOUN dpc-452 142 4 . . PUNCT dpc-452 143 1 2013;133(10):2355 2013;133(10):2355 NUM dpc-452 143 2 - - NOUN dpc-452 143 3 2361 2361 NUM dpc-452 143 4 . . PUNCT dpc-452 144 1 doi doi NOUN dpc-452 144 2 : : PUNCT dpc-452 144 3 10.1038 10.1038 NUM dpc-452 144 4 / / SYM dpc-452 144 5 jid.2013.183 jid.2013.183 PROPN dpc-452 144 6 . . PUNCT dpc-452 145 1 11 11 NUM dpc-452 145 2 . . X dpc-452 145 3 argenziano argenziano ADJ dpc-452 145 4 g g NOUN dpc-452 145 5 , , PUNCT dpc-452 145 6 catricalà catricalà VERB dpc-452 145 7 c c PROPN dpc-452 145 8 , , PUNCT dpc-452 145 9 ardigo ardigo PROPN dpc-452 145 10 m m PROPN dpc-452 145 11 , , PUNCT dpc-452 145 12 et et PROPN dpc-452 145 13     SPACE dpc-452 145 14 al al PROPN dpc-452 145 15 . . PROPN dpc-452 145 16 dermoscopy dermoscopy NOUN dpc-452 145 17 of of ADP dpc-452 145 18 patients patient NOUN dpc-452 145 19 with with ADP dpc-452 145 20 multiple multiple ADJ dpc-452 145 21 nevi nevi NOUN dpc-452 145 22 : : PUNCT dpc-452 145 23 improved improved ADJ dpc-452 145 24 management management NOUN dpc-452 145 25 recommendations recommendation NOUN dpc-452 145 26 using use VERB dpc-452 145 27 a a DET dpc-452 145 28 comparative comparative ADJ dpc-452 145 29 diagnostic diagnostic ADJ dpc-452 145 30 approach approach NOUN dpc-452 145 31 . . PUNCT dpc-452 146 1 arch arch ADJ dpc-452 146 2 dermatol dermatol NOUN dpc-452 146 3 . . PUNCT dpc-452 147 1 2011;147(1):46 2011;147(1):46 NUM dpc-452 147 2 - - SYM dpc-452 147 3 49 49 NUM dpc-452 147 4 . . PUNCT dpc-452 148 1 doi doi NOUN dpc-452 148 2 : : PUNCT dpc-452 148 3 10.1001 10.1001 NUM dpc-452 148 4 / / SYM dpc-452 148 5 archdermatol.2010.389 archdermatol.2010.389 NOUN dpc-452 148 6 . . PROPN dpc-452 148 7 12 12 NUM dpc-452 148 8 . . PUNCT dpc-452 149 1 skvara skvara PROPN dpc-452 149 2 h h PROPN dpc-452 149 3 , , PUNCT dpc-452 149 4 teban teban NOUN dpc-452 149 5 l l NOUN dpc-452 149 6 , , PUNCT dpc-452 149 7 fiebiger fiebiger PROPN dpc-452 149 8 m m PROPN dpc-452 149 9 , , PUNCT dpc-452 149 10 binder binder NOUN dpc-452 149 11 m m PROPN dpc-452 149 12 , , PUNCT dpc-452 149 13 kittler kittler PROPN dpc-452 149 14 h. h. PROPN dpc-452 149 15 limitations limitation NOUN dpc-452 149 16 of of ADP dpc-452 149 17 dermoscopy dermoscopy NOUN dpc-452 149 18 in in ADP dpc-452 149 19 the the DET dpc-452 149 20 recognition recognition NOUN dpc-452 149 21 of of ADP dpc-452 149 22 melanoma melanoma NOUN dpc-452 149 23 . . PUNCT dpc-452 150 1 arch arch ADJ dpc-452 150 2 dermatol dermatol NOUN dpc-452 150 3 . . PUNCT dpc-452 151 1 2005;141(2):155 2005;141(2):155 NUM dpc-452 151 2 - - SYM dpc-452 151 3 160 160 NUM dpc-452 151 4 . . PUNCT dpc-452 152 1 doi doi NOUN dpc-452 152 2 : : PUNCT dpc-452 152 3 10.1001 10.1001 NUM dpc-452 152 4 / / SYM dpc-452 152 5 archderm.141.2.155 archderm.141.2.155 NOUN dpc-452 152 6 . . PROPN dpc-452 152 7 13 13 NUM dpc-452 152 8 . . PUNCT dpc-452 153 1 banky banky PROPN dpc-452 153 2 jp jp PROPN dpc-452 153 3 , , PUNCT dpc-452 153 4 kelly kelly PROPN dpc-452 153 5 jw jw PROPN dpc-452 153 6 , , PUNCT dpc-452 153 7 english english PROPN dpc-452 153 8 dr dr PROPN dpc-452 153 9 , , PUNCT dpc-452 153 10 yeatman yeatman PROPN dpc-452 153 11 jm jm PROPN dpc-452 153 12 , , PUNCT dpc-452 153 13 dowling dowle VERB dpc-452 153 14 jp jp NOUN dpc-452 153 15 . . PUNCT dpc-452 154 1 incidence incidence NOUN dpc-452 154 2 of of ADP dpc-452 154 3 new new ADJ dpc-452 154 4 and and CCONJ dpc-452 154 5 changed change VERB dpc-452 154 6 nevi nevi ADJ dpc-452 154 7 and and CCONJ dpc-452 154 8 melanomas melanomas PROPN dpc-452 154 9 detected detect VERB dpc-452 154 10 using use VERB dpc-452 154 11 baseline baseline NOUN dpc-452 154 12 images image NOUN dpc-452 154 13 and and CCONJ dpc-452 154 14 dermoscopy dermoscopy VERB dpc-452 154 15 in in ADP dpc-452 154 16 patients patient NOUN dpc-452 154 17 at at ADP dpc-452 154 18 high high ADJ dpc-452 154 19 risk risk NOUN dpc-452 154 20 for for ADP dpc-452 154 21 melanoma melanoma NOUN dpc-452 154 22 . . PUNCT dpc-452 155 1 arch arch ADJ dpc-452 155 2 dermatol dermatol NOUN dpc-452 155 3 . . PUNCT dpc-452 156 1 2005;141(8):998 2005;141(8):998 NUM dpc-452 156 2 - - SYM dpc-452 156 3 1006 1006 NUM dpc-452 156 4 . . PUNCT dpc-452 157 1 doi doi NOUN dpc-452 157 2 : : PUNCT dpc-452 157 3 10.1001/ 10.1001/ NUM dpc-452 157 4 archderm.141.8.998 archderm.141.8.998 NOUN dpc-452 157 5 . . PROPN dpc-452 157 6 14 14 NUM dpc-452 157 7 . . X dpc-452 158 1 zalaudek zalaudek PROPN dpc-452 158 2 i i PRON dpc-452 158 3 , , PUNCT dpc-452 158 4 schmid schmid PROPN dpc-452 158 5 k k PROPN dpc-452 158 6 , , PUNCT dpc-452 158 7 marghoob marghoob VERB dpc-452 158 8 aa aa NOUN dpc-452 158 9 , , PUNCT dpc-452 158 10 et et PROPN dpc-452 158 11     SPACE dpc-452 158 12 al al PROPN dpc-452 158 13 . . PROPN dpc-452 158 14 frequency frequency PROPN dpc-452 158 15 of of ADP dpc-452 158 16 dermoscopic dermoscopic ADJ dpc-452 158 17 nevus nevus ADJ dpc-452 158 18 subtypes subtype NOUN dpc-452 158 19 by by ADP dpc-452 158 20 age age NOUN dpc-452 158 21 and and CCONJ dpc-452 158 22 body body NOUN dpc-452 158 23 site site NOUN dpc-452 158 24 : : PUNCT dpc-452 158 25 a a DET dpc-452 158 26 cross cross ADJ dpc-452 158 27 - - ADJ dpc-452 158 28 sectional sectional ADJ dpc-452 158 29 study study NOUN dpc-452 158 30 . . PUNCT dpc-452 159 1 arch arch ADJ dpc-452 159 2 dermatol dermatol NOUN dpc-452 159 3 . . PUNCT dpc-452 160 1 2011;147(6):663 2011;147(6):663 NUM dpc-452 160 2 - - SYM dpc-452 160 3 670 670 NUM dpc-452 160 4 . . PUNCT dpc-452 161 1 doi doi NOUN dpc-452 161 2 : : PUNCT dpc-452 161 3 10.1001/ 10.1001/ NUM dpc-452 161 4 archdermatol.2011.149 archdermatol.2011.149 NOUN dpc-452 161 5 . . PROPN dpc-452 161 6 15 15 NUM dpc-452 161 7 . . PUNCT dpc-452 162 1 scope scope NOUN dpc-452 162 2 a a PRON dpc-452 162 3 , , PUNCT dpc-452 162 4 marchetti marchetti PROPN dpc-452 162 5 ma ma PROPN dpc-452 162 6 , , PUNCT dpc-452 162 7 marghoob marghoob VERB dpc-452 162 8 aa aa NOUN dpc-452 162 9 , , PUNCT dpc-452 162 10 et et PROPN dpc-452 162 11     SPACE dpc-452 162 12 al al PROPN dpc-452 162 13 . . PUNCT dpc-452 163 1 the the DET dpc-452 163 2 study study NOUN dpc-452 163 3 of of ADP dpc-452 163 4 nevi nevi NOUN dpc-452 163 5 in in ADP dpc-452 163 6 children child NOUN dpc-452 163 7 : : PUNCT dpc-452 163 8 principles principle NOUN dpc-452 163 9 learned learn VERB dpc-452 163 10 and and CCONJ dpc-452 163 11 implications implication NOUN dpc-452 163 12 for for ADP dpc-452 163 13 melanoma melanoma ADJ dpc-452 163 14 diagnosis diagnosis NOUN dpc-452 163 15 . . PUNCT dpc-452 164 1 j j PROPN dpc-452 164 2 am be AUX dpc-452 164 3 acad acad ADJ dpc-452 164 4 dermatol dermatol NOUN dpc-452 164 5 . . PUNCT dpc-452 165 1 2016;75(4):813 2016;75(4):813 NUM dpc-452 165 2 - - SYM dpc-452 165 3 823 823 NUM dpc-452 165 4 . . PUNCT dpc-452 166 1 doi doi NOUN dpc-452 166 2 : : PUNCT dpc-452 166 3 10.1016 10.1016 NUM dpc-452 166 4 / / SYM dpc-452 166 5 j. j. PROPN dpc-452 166 6 jaad.2016.03.027 jaad.2016.03.027 PROPN dpc-452 166 7 . . PUNCT dpc-452 167 1 16 16 NUM dpc-452 167 2 . . PUNCT dpc-452 168 1 malvehy malvehy PROPN dpc-452 168 2 j j PROPN dpc-452 168 3 , , PUNCT dpc-452 168 4 puig puig PROPN dpc-452 168 5 s. s. PROPN dpc-452 168 6 follow follow PROPN dpc-452 168 7 - - PUNCT dpc-452 168 8 up up NOUN dpc-452 168 9 of of ADP dpc-452 168 10 melanocytic melanocytic ADJ dpc-452 168 11 skin skin NOUN dpc-452 168 12 lesions lesion NOUN dpc-452 168 13 with with ADP dpc-452 168 14 digital digital ADJ dpc-452 168 15 total total ADJ dpc-452 168 16 - - PUNCT dpc-452 168 17 body body NOUN dpc-452 168 18 photography photography NOUN dpc-452 168 19 and and CCONJ dpc-452 168 20 digital digital ADJ dpc-452 168 21 dermoscopy dermoscopy NOUN dpc-452 168 22 : : PUNCT dpc-452 168 23 a a DET dpc-452 168 24 twostep twostep NOUN dpc-452 168 25 method method NOUN dpc-452 168 26 . . PUNCT dpc-452 169 1 clin clin PROPN dpc-452 169 2 dermatol dermatol NOUN dpc-452 169 3 . . PUNCT dpc-452 170 1 2002;20(3):297 2002;20(3):297 PROPN dpc-452 170 2 - - PUNCT dpc-452 170 3 304 304 NUM dpc-452 170 4 . . PUNCT dpc-452 171 1 doi doi NOUN dpc-452 171 2 : : PUNCT dpc-452 171 3 10.1016/ 10.1016/ NUM dpc-452 171 4 s0738 s0738 NOUN dpc-452 171 5 - - PUNCT dpc-452 171 6 081x(02)00220 081x(02)00220 NOUN dpc-452 171 7 - - PUNCT dpc-452 171 8 1 1 NUM dpc-452 171 9 . . NUM dpc-452 171 10 17 17 NUM dpc-452 171 11 . . PUNCT dpc-452 172 1 salerni salerni PROPN dpc-452 172 2 g g PROPN dpc-452 172 3 , , PUNCT dpc-452 172 4 carrera carrera PROPN dpc-452 172 5 c c PROPN dpc-452 172 6 , , PUNCT dpc-452 172 7 lovatto lovatto PROPN dpc-452 172 8 l l PROPN dpc-452 172 9 , , PUNCT dpc-452 172 10 et et PROPN dpc-452 172 11     SPACE dpc-452 172 12 al al PROPN dpc-452 172 13 . . PUNCT dpc-452 172 14 benefits benefit NOUN dpc-452 172 15 of of ADP dpc-452 172 16 total total ADJ dpc-452 172 17 body body NOUN dpc-452 172 18 photography photography NOUN dpc-452 172 19 and and CCONJ dpc-452 172 20 digital digital ADJ dpc-452 172 21 dermatoscopy dermatoscopy NOUN dpc-452 172 22 ( ( PUNCT dpc-452 172 23 “ " PUNCT dpc-452 172 24 two two NUM dpc-452 172 25 - - PUNCT dpc-452 172 26 step step NOUN dpc-452 172 27 method method NOUN dpc-452 172 28 of of ADP dpc-452 172 29 digital digital ADJ dpc-452 172 30 follow follow NOUN dpc-452 172 31 - - PUNCT dpc-452 172 32 up up NOUN dpc-452 172 33 ” " PUNCT dpc-452 172 34 ) ) PUNCT dpc-452 172 35 in in ADP dpc-452 172 36 the the DET dpc-452 172 37 early early ADJ dpc-452 172 38 diagnosis diagnosis NOUN dpc-452 172 39 of of ADP dpc-452 172 40 melanoma melanoma NOUN dpc-452 172 41 in in ADP dpc-452 172 42 patients patient NOUN dpc-452 172 43 at at ADP dpc-452 172 44 high high ADJ dpc-452 172 45 risk risk NOUN dpc-452 172 46 for for ADP dpc-452 172 47 melanoma melanoma NOUN dpc-452 172 48 . . PUNCT dpc-452 173 1 j j PROPN dpc-452 173 2 am be AUX dpc-452 173 3 acad acad ADJ dpc-452 173 4 dermatol dermatol NOUN dpc-452 173 5 . . PUNCT dpc-452 174 1 2012;67(1):e17 2012;67(1):e17 NUM dpc-452 174 2 - - PUNCT dpc-452 174 3 e27 e27 NOUN dpc-452 174 4 . . PUNCT dpc-452 175 1 doi doi NOUN dpc-452 175 2 : : PUNCT dpc-452 175 3 10.1016 10.1016 NUM dpc-452 175 4 / / SYM dpc-452 175 5 j.jaad.2011.04.008 j.jaad.2011.04.008 PROPN dpc-452 175 6 . . PROPN dpc-452 176 1 18 18 NUM dpc-452 176 2 . . PUNCT dpc-452 177 1 brod brod PROPN dpc-452 177 2 c c PROPN dpc-452 177 3 , , PUNCT dpc-452 177 4 schippert schippert PROPN dpc-452 177 5 w w PROPN dpc-452 177 6 , , PUNCT dpc-452 177 7 breuninger breuninger NOUN dpc-452 177 8 h. h. PROPN dpc-452 177 9 dysplastic dysplastic ADJ dpc-452 177 10 nevus nevus ADJ dpc-452 177 11 syndrome syndrome NOUN dpc-452 177 12 with with ADP dpc-452 177 13 development development NOUN dpc-452 177 14 of of ADP dpc-452 177 15 multiple multiple ADJ dpc-452 177 16 melanomas melanoma NOUN dpc-452 177 17 . . PUNCT dpc-452 178 1 a a DET dpc-452 178 2 surgical surgical ADJ dpc-452 178 3 concept concept NOUN dpc-452 178 4 for for ADP dpc-452 178 5 prophylaxis prophylaxis NOUN dpc-452 178 6 . . PUNCT dpc-452 179 1 j j PROPN dpc-452 179 2 dtsch dtsch PROPN dpc-452 179 3 dermatol dermatol NOUN dpc-452 179 4 ges ge NOUN dpc-452 179 5 . . PROPN dpc-452 180 1 2009;7(9):773 2009;7(9):773 NUM dpc-452 180 2 - - PUNCT dpc-452 180 3 775 775 NUM dpc-452 180 4 . . PUNCT dpc-452 181 1 19 19 NUM dpc-452 181 2 . . NOUN dpc-452 181 3 pampena pampena PROPN dpc-452 181 4 r r NOUN dpc-452 181 5 , , PUNCT dpc-452 181 6 kyrgidis kyrgidi NOUN dpc-452 181 7 a a PRON dpc-452 181 8 , , PUNCT dpc-452 181 9 lallas lallas PROPN dpc-452 181 10 a a PRON dpc-452 181 11 , , PUNCT dpc-452 181 12 moscarella moscarella NOUN dpc-452 181 13 e e NOUN dpc-452 181 14 , , PUNCT dpc-452 181 15 argenziano argenziano ADJ dpc-452 181 16 g g NOUN dpc-452 181 17 , , PUNCT dpc-452 181 18 longo longo PROPN dpc-452 181 19 c. c. PROPN dpc-452 181 20 a a DET dpc-452 181 21 meta meta ADJ dpc-452 181 22 - - PUNCT dpc-452 181 23 analysis analysis NOUN dpc-452 181 24 of of ADP dpc-452 181 25 nevus nevus NOUN dpc-452 181 26 - - PUNCT dpc-452 181 27 associated associate VERB dpc-452 181 28 melanoma melanoma NOUN dpc-452 181 29 : : PUNCT dpc-452 181 30 is be AUX dpc-452 181 31 repeated repeat VERB dpc-452 181 32 evidence evidence NOUN dpc-452 181 33 for for ADP dpc-452 181 34 cost cost NOUN dpc-452 181 35 - - PUNCT dpc-452 181 36 effectiveness effectiveness NOUN dpc-452 181 37 of of ADP dpc-452 181 38 screening screen VERB dpc-452 181 39 in in ADP dpc-452 181 40 general general ADJ dpc-452 181 41 [ [ X dpc-452 181 42 58,59 58,59 X dpc-452 181 43 ] ] PUNCT dpc-452 181 44 , , PUNCT dpc-452 181 45 and and CCONJ dpc-452 181 46 sddi sddi ADJ dpc-452 181 47 specifically specifically ADV dpc-452 181 48 [ [ X dpc-452 181 49 60 60 NUM dpc-452 181 50 ] ] PUNCT dpc-452 181 51 . . PUNCT dpc-452 182 1 combinations combination NOUN dpc-452 182 2 sddi sddi NOUN dpc-452 182 3 is be AUX dpc-452 182 4 never never ADV dpc-452 182 5 applied apply VERB dpc-452 182 6 alone alone ADV dpc-452 182 7 , , PUNCT dpc-452 182 8 but but CCONJ dpc-452 182 9 is be AUX dpc-452 182 10 at at ADP dpc-452 182 11 a a DET dpc-452 182 12 minimum minimum NOUN dpc-452 182 13 combined combine VERB dpc-452 182 14 with with ADP dpc-452 182 15 a a DET dpc-452 182 16 total total ADJ dpc-452 182 17 - - PUNCT dpc-452 182 18 body body NOUN dpc-452 182 19 exam exam NOUN dpc-452 182 20 from from ADP dpc-452 182 21 a a DET dpc-452 182 22 physician physician NOUN dpc-452 182 23 with with ADP dpc-452 182 24 or or CCONJ dpc-452 182 25 without without ADP dpc-452 182 26 a a DET dpc-452 182 27 handheld handheld ADJ dpc-452 182 28 dermatoscope dermatoscope NOUN dpc-452 182 29 . . PUNCT dpc-452 183 1 combinations combination NOUN dpc-452 183 2 with with ADP dpc-452 183 3 other other ADJ dpc-452 183 4 examination examination NOUN dpc-452 183 5 techniques technique NOUN dpc-452 183 6 have have AUX dpc-452 183 7 been be AUX dpc-452 183 8 shown show VERB dpc-452 183 9 to to PART dpc-452 183 10 be be AUX dpc-452 183 11 effective effective ADJ dpc-452 183 12 in in ADP dpc-452 183 13 skin skin NOUN dpc-452 183 14 cancer cancer NOUN dpc-452 183 15 screening screening NOUN dpc-452 183 16 of of ADP dpc-452 183 17 high high ADJ dpc-452 183 18 - - PUNCT dpc-452 183 19 risk risk NOUN dpc-452 183 20 patients patient NOUN dpc-452 183 21 . . PUNCT dpc-452 184 1 total total ADJ dpc-452 184 2 - - PUNCT dpc-452 184 3 body body NOUN dpc-452 184 4 photography photography NOUN dpc-452 184 5 ( ( PUNCT dpc-452 184 6 tbp tbp NOUN dpc-452 184 7 ): ): PUNCT dpc-452 184 8 by by ADP dpc-452 184 9 comparing compare VERB dpc-452 184 10 clinical clinical ADJ dpc-452 184 11 images image NOUN dpc-452 184 12 of of ADP dpc-452 184 13     SPACE dpc-452 184 14 2 2 NUM dpc-452 184 15     SPACE dpc-452 184 16 time time NOUN dpc-452 184 17 points point NOUN dpc-452 184 18 , , PUNCT dpc-452 184 19 tbp tbp NOUN dpc-452 184 20 itself itself PRON dpc-452 184 21 may may AUX dpc-452 184 22 reduce reduce VERB dpc-452 184 23 the the DET dpc-452 184 24 number number NOUN dpc-452 184 25 of of ADP dpc-452 184 26 excised excised ADJ dpc-452 184 27 lesions lesion NOUN dpc-452 184 28 in in ADP dpc-452 184 29 pigmented pigmented ADJ dpc-452 184 30 lesion lesion NOUN dpc-452 184 31 clinics clinic NOUN dpc-452 184 32 [ [ X dpc-452 184 33 61,62 61,62 X dpc-452 184 34 ] ] PUNCT dpc-452 184 35 by by ADP dpc-452 184 36 detecting detect VERB dpc-452 184 37 clinically clinically ADV dpc-452 184 38 new new ADJ dpc-452 184 39 or or CCONJ dpc-452 184 40 changing change VERB dpc-452 184 41 lesions lesion NOUN dpc-452 184 42 . . PUNCT dpc-452 185 1 especially especially ADV dpc-452 185 2 with with ADP dpc-452 185 3 the the DET dpc-452 185 4 advent advent NOUN dpc-452 185 5 of of ADP dpc-452 185 6 high high ADJ dpc-452 185 7 - - PUNCT dpc-452 185 8 resolution resolution NOUN dpc-452 185 9 photography photography NOUN dpc-452 185 10 and and CCONJ dpc-452 185 11 automated automate VERB dpc-452 185 12 detection detection NOUN dpc-452 185 13 of of ADP dpc-452 185 14 new new ADJ dpc-452 185 15 lesions lesion NOUN dpc-452 185 16 [ [ X dpc-452 185 17 63 63 NUM dpc-452 185 18 ] ] PUNCT dpc-452 185 19 , , PUNCT dpc-452 185 20 tbp tbp NOUN dpc-452 185 21 has have VERB dpc-452 185 22 the the DET dpc-452 185 23 ability ability NOUN dpc-452 185 24 to to PART dpc-452 185 25 become become VERB dpc-452 185 26 even even ADV dpc-452 185 27 more more ADV dpc-452 185 28 important important ADJ dpc-452 185 29 in in ADP dpc-452 185 30 screening screen VERB dpc-452 185 31 a a DET dpc-452 185 32 large large ADJ dpc-452 185 33 number number NOUN dpc-452 185 34 of of ADP dpc-452 185 35 patients patient NOUN dpc-452 185 36 . . PUNCT dpc-452 186 1 the the DET dpc-452 186 2 evidence evidence NOUN dpc-452 186 3 and and CCONJ dpc-452 186 4 use use NOUN dpc-452 186 5 of of ADP dpc-452 186 6 tbp tbp NOUN dpc-452 186 7 for for ADP dpc-452 186 8 screening screening NOUN dpc-452 186 9 are be AUX dpc-452 186 10 promising promise VERB dpc-452 186 11 , , PUNCT dpc-452 186 12 but but CCONJ dpc-452 186 13 an an DET dpc-452 186 14 in in ADP dpc-452 186 15 - - PUNCT dpc-452 186 16 depth depth NOUN dpc-452 186 17 review review NOUN dpc-452 186 18 is be AUX dpc-452 186 19 beyond beyond ADP dpc-452 186 20 the the DET dpc-452 186 21 scope scope NOUN dpc-452 186 22 of of ADP dpc-452 186 23 this this DET dpc-452 186 24 review review NOUN dpc-452 186 25 . . PUNCT dpc-452 187 1 regarding regard VERB dpc-452 187 2 digital digital ADJ dpc-452 187 3 dermatoscopy dermatoscopy NOUN dpc-452 187 4 , , PUNCT dpc-452 187 5 tbp tbp NOUN dpc-452 187 6 performs perform VERB dpc-452 187 7 very very ADV dpc-452 187 8 well well ADV dpc-452 187 9 when when SCONJ dpc-452 187 10 combined combine VERB dpc-452 187 11 with with ADP dpc-452 187 12 sddi sddi NOUN dpc-452 187 13 in in ADP dpc-452 187 14 screening screen VERB dpc-452 187 15 programs program NOUN dpc-452 187 16 , , PUNCT dpc-452 187 17 as as SCONJ dpc-452 187 18 both both PRON dpc-452 187 19 possibly possibly ADV dpc-452 187 20 detect detect VERB dpc-452 187 21 distinct distinct ADJ dpc-452 187 22 subsets subset NOUN dpc-452 187 23 of of ADP dpc-452 187 24 melanoma melanoma NOUN dpc-452 187 25 [ [ X dpc-452 187 26 16,17 16,17 NUM dpc-452 187 27 ] ] PUNCT dpc-452 187 28 . . PUNCT dpc-452 188 1 reflectance reflectance NOUN dpc-452 188 2 confocal confocal ADJ dpc-452 188 3 microscopy microscopy NOUN dpc-452 188 4 ( ( PUNCT dpc-452 188 5 rcm rcm PROPN dpc-452 188 6 ): ): PUNCT dpc-452 188 7 to to PART dpc-452 188 8 further far ADV dpc-452 188 9 reduce reduce VERB dpc-452 188 10 the the DET dpc-452 188 11 number number NOUN dpc-452 188 12 of of ADP dpc-452 188 13 unnecessary unnecessary ADJ dpc-452 188 14 excisions excision NOUN dpc-452 188 15 , , PUNCT dpc-452 188 16 rcm rcm PROPN dpc-452 188 17 has have AUX dpc-452 188 18 been be AUX dpc-452 188 19 applied apply VERB dpc-452 188 20 as as ADP dpc-452 188 21 a a DET dpc-452 188 22 “ " PUNCT dpc-452 188 23 second second ADJ dpc-452 188 24 - - PUNCT dpc-452 188 25 level level NOUN dpc-452 188 26 ” " PUNCT dpc-452 188 27 exam exam NOUN dpc-452 188 28 for for ADP dpc-452 188 29 doubtful doubtful ADJ dpc-452 188 30 lesions lesion NOUN dpc-452 188 31 found find VERB dpc-452 188 32 by by ADP dpc-452 188 33 digital digital ADJ dpc-452 188 34 dermatoscopy dermatoscopy NOUN dpc-452 188 35 [ [ X dpc-452 188 36 64 64 NUM dpc-452 188 37 ] ] PUNCT dpc-452 188 38 . . PUNCT dpc-452 189 1 though though SCONJ dpc-452 189 2 repeatedly repeatedly ADV dpc-452 189 3 found find VERB dpc-452 189 4 helpful helpful ADJ dpc-452 189 5 in in ADP dpc-452 189 6 further further ADJ dpc-452 189 7 studies study NOUN dpc-452 189 8 [ [ X dpc-452 189 9 65 65 NUM dpc-452 189 10 - - SYM dpc-452 189 11 67 67 NUM dpc-452 189 12 ] ] PUNCT dpc-452 189 13 , , PUNCT dpc-452 189 14 application application NOUN dpc-452 189 15 is be AUX dpc-452 189 16 currently currently ADV dpc-452 189 17 limited limit VERB dpc-452 189 18 to to ADP dpc-452 189 19 highly highly ADV dpc-452 189 20 specialized specialized ADJ dpc-452 189 21 centers center NOUN dpc-452 189 22 with with ADP dpc-452 189 23 access access NOUN dpc-452 189 24 to to ADP dpc-452 189 25 this this DET dpc-452 189 26 technique technique NOUN dpc-452 189 27 . . PUNCT dpc-452 190 1 limitations limitation NOUN dpc-452 190 2 at at ADP dpc-452 190 3 the the DET dpc-452 190 4 time time NOUN dpc-452 190 5 of of ADP dpc-452 190 6 publication publication NOUN dpc-452 190 7 , , PUNCT dpc-452 190 8 this this DET dpc-452 190 9 review review NOUN dpc-452 190 10 may may AUX dpc-452 190 11 be be AUX dpc-452 190 12 outdated outdate VERB dpc-452 190 13 . . PUNCT dpc-452 191 1 it it PRON dpc-452 191 2 gives give VERB dpc-452 191 3 a a DET dpc-452 191 4 current current ADJ dpc-452 191 5 review review NOUN dpc-452 191 6 of of ADP dpc-452 191 7 state state NOUN dpc-452 191 8 - - PUNCT dpc-452 191 9 of of ADP dpc-452 191 10 - - PUNCT dpc-452 191 11 the the DET dpc-452 191 12 art art NOUN dpc-452 191 13 knowledge knowledge NOUN dpc-452 191 14 about about ADP dpc-452 191 15 digital digital ADJ dpc-452 191 16 dermatoscopic dermatoscopic NOUN dpc-452 191 17 monitoring monitoring NOUN dpc-452 191 18 , , PUNCT dpc-452 191 19 but but CCONJ dpc-452 191 20 screening screen VERB dpc-452 191 21 and and CCONJ dpc-452 191 22 monitoring monitor VERB dpc-452 191 23 high high ADJ dpc-452 191 24 - - PUNCT dpc-452 191 25 risk risk NOUN dpc-452 191 26 melanoma melanoma NOUN dpc-452 191 27 patients patient NOUN dpc-452 191 28 may may AUX dpc-452 191 29 change change VERB dpc-452 191 30 in in ADP dpc-452 191 31 the the DET dpc-452 191 32 future future NOUN dpc-452 191 33 . . PUNCT dpc-452 192 1 new new ADJ dpc-452 192 2 methods method NOUN dpc-452 192 3 such such ADJ dpc-452 192 4 as as ADP dpc-452 192 5 automated automate VERB dpc-452 192 6 skin skin NOUN dpc-452 192 7 lesion lesion NOUN dpc-452 192 8 tracking track VERB dpc-452 192 9 [ [ X dpc-452 192 10 63,68 63,68 X dpc-452 192 11 ] ] X dpc-452 192 12 as as ADV dpc-452 192 13 well well ADV dpc-452 192 14 as as ADP dpc-452 192 15 classifications classification NOUN dpc-452 192 16 by by ADP dpc-452 192 17 artificial artificial ADJ dpc-452 192 18 intelligence intelligence NOUN dpc-452 192 19 [ [ X dpc-452 192 20 69 69 NUM dpc-452 192 21 ] ] PUNCT dpc-452 192 22 will will AUX dpc-452 192 23 most most ADV dpc-452 192 24 likely likely ADV dpc-452 192 25 fundamentally fundamentally ADV dpc-452 192 26 rearrange rearrange VERB dpc-452 192 27 perspective perspective NOUN dpc-452 192 28 in in ADP dpc-452 192 29 the the DET dpc-452 192 30 next next ADJ dpc-452 192 31 years year NOUN dpc-452 192 32 . . PUNCT dpc-452 193 1 references reference NOUN dpc-452 193 2 1 1 NUM dpc-452 193 3 . . PUNCT dpc-452 194 1 clinical clinical ADJ dpc-452 194 2 practice practice NOUN dpc-452 194 3 guidelines guideline NOUN dpc-452 194 4 for for ADP dpc-452 194 5 the the DET dpc-452 194 6 management management NOUN dpc-452 194 7 of of ADP dpc-452 194 8 melanoma melanoma NOUN dpc-452 194 9 in in ADP dpc-452 194 10 australia australia PROPN dpc-452 194 11 and and CCONJ dpc-452 194 12 new new PROPN dpc-452 194 13 zealand zealand PROPN dpc-452 194 14 . . PUNCT dpc-452 195 1 available available ADJ dpc-452 195 2 : : PUNCT dpc-452 195 3 http://www.cancer.org http://www.cancer.org NUM dpc-452 195 4 . . PUNCT dpc-452 195 5 au au PROPN dpc-452 195 6 / / SYM dpc-452 195 7 content content NOUN dpc-452 195 8 / / SYM dpc-452 195 9 pdf pdf NOUN dpc-452 195 10 / / SYM dpc-452 195 11 healthprofessionals healthprofessional NOUN dpc-452 195 12 / / SYM dpc-452 195 13 clinicalguidelines clinicalguideline NOUN dpc-452 195 14 / / SYM dpc-452 195 15 clinical clinical ADJ dpc-452 195 16 practiceguidelines-managementofmelanoma.pdf practiceguidelines-managementofmelanoma.pdf NOUN dpc-452 195 17 . . NOUN dpc-452 196 1 2 2 NUM dpc-452 196 2 . . X dpc-452 196 3 s3 s3 ADJ dpc-452 196 4 - - PUNCT dpc-452 196 5 leitlinie leitlinie PROPN dpc-452 196 6 melanom melanom PROPN dpc-452 196 7 . . PUNCT dpc-452 197 1 available available ADJ dpc-452 197 2 : : PUNCT dpc-452 197 3 http://www.awmf.org/uploads/ http://www.awmf.org/uploads/ X dpc-452 197 4 tx_szleitlinien/032 tx_szleitlinien/032 NOUN dpc-452 197 5 - - PUNCT dpc-452 197 6 024oll_s3_melanom_2016 024oll_s3_melanom_2016 NOUN dpc-452 197 7 - - PUNCT dpc-452 197 8 08.pdf 08.pdf PROPN dpc-452 197 9 . . PUNCT dpc-452 198 1 3 3 NUM dpc-452 198 2 . . NUM dpc-452 198 3 rosendahl rosendahl PROPN dpc-452 198 4 c c PROPN dpc-452 198 5 , , PUNCT dpc-452 198 6 tschandl tschandl NOUN dpc-452 198 7 p p NOUN dpc-452 198 8 , , PUNCT dpc-452 198 9 cameron cameron PROPN dpc-452 198 10 a a PROPN dpc-452 198 11 , , PUNCT dpc-452 198 12 kittler kittler NOUN dpc-452 198 13 h. h. PROPN dpc-452 198 14 diagnostic diagnostic ADJ dpc-452 198 15 accuracy accuracy NOUN dpc-452 198 16 of of ADP dpc-452 198 17 dermatoscopy dermatoscopy NOUN dpc-452 198 18 for for ADP dpc-452 198 19 melanocytic melanocytic ADJ dpc-452 198 20 and and CCONJ dpc-452 198 21 nonmelanocytic nonmelanocytic ADJ dpc-452 198 22 pigmented pigmented ADJ dpc-452 198 23 lesions lesion NOUN dpc-452 198 24 . . PUNCT dpc-452 199 1 j j PROPN dpc-452 199 2 am be AUX dpc-452 199 3 acad acad ADJ dpc-452 199 4 dermatol dermatol NOUN dpc-452 199 5 . . PUNCT dpc-452 200 1 2011;64(6):1068 2011;64(6):1068 NUM dpc-452 200 2 - - PUNCT dpc-452 200 3 1073 1073 NUM dpc-452 200 4 . . PUNCT dpc-452 201 1 doi doi NOUN dpc-452 201 2 : : PUNCT dpc-452 201 3 10.1016 10.1016 NUM dpc-452 201 4 / / SYM dpc-452 201 5 j.jaad.2010.03.039 j.jaad.2010.03.039 NOUN dpc-452 201 6 . . PUNCT dpc-452 202 1 4 4 X dpc-452 202 2 . . X dpc-452 202 3 kittler kittler PROPN dpc-452 202 4 h h PROPN dpc-452 202 5 , , PUNCT dpc-452 202 6 pehamberger pehamberger ADJ dpc-452 202 7 h h NOUN dpc-452 202 8 , , PUNCT dpc-452 202 9 wolff wolff PROPN dpc-452 202 10 k k PROPN dpc-452 202 11 , , PUNCT dpc-452 202 12 binder binder NOUN dpc-452 202 13 m. m. NOUN dpc-452 202 14 diagnostic diagnostic ADJ dpc-452 202 15 accuracy accuracy NOUN dpc-452 202 16 of of ADP dpc-452 202 17 dermoscopy dermoscopy NOUN dpc-452 202 18 . . PUNCT dpc-452 203 1 lancet lancet PROPN dpc-452 203 2 oncol oncol PROPN dpc-452 203 3 . . PUNCT dpc-452 204 1 2002;3(3):159 2002;3(3):159 NUM dpc-452 204 2 - - SYM dpc-452 204 3 165 165 NUM dpc-452 204 4 . . PUNCT dpc-452 205 1 doi doi NOUN dpc-452 205 2 : : PUNCT dpc-452 205 3 10.1016 10.1016 NUM dpc-452 205 4 / / SYM dpc-452 205 5 s1470 s1470 PROPN dpc-452 205 6 - - PUNCT dpc-452 205 7 2045(02)00679 2045(02)00679 NUM dpc-452 205 8 - - PUNCT dpc-452 205 9 4 4 NUM dpc-452 205 10 . . PUNCT dpc-452 205 11 http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf PROPN dpc-452 205 12 http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf PROPN dpc-452 205 13 http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf http://www.cancer.org.au/content/pdf/healthprofessionals/clinicalguidelines/clinicalpracticeguidelines-managementofmelanoma.pdf VERB dpc-452 205 14 236 236 NUM dpc-452 205 15 review review NOUN dpc-452 205 16 | | ADV dpc-452 205 17 dermatol dermatol ADJ dpc-452 205 18 pract pract NOUN dpc-452 205 19 concept concept NOUN dpc-452 205 20 2018;8(3):16 2018;8(3):16 NUM dpc-452 205 21 low low ADJ dpc-452 205 22 - - PUNCT dpc-452 205 23 up up NOUN dpc-452 205 24 of of ADP dpc-452 205 25 high high ADJ dpc-452 205 26 - - PUNCT dpc-452 205 27 risk risk NOUN dpc-452 205 28 skin skin NOUN dpc-452 205 29 cancer cancer NOUN dpc-452 205 30 patients patient NOUN dpc-452 205 31 . . PUNCT dpc-452 206 1 acta acta PROPN dpc-452 206 2 derm derm PROPN dpc-452 206 3 venereol venereol NOUN dpc-452 206 4 . . PUNCT dpc-452 207 1 2017;9(218 2017;9(218 NUM dpc-452 207 2 ) ) PUNCT dpc-452 207 3 . . PUNCT dpc-452 208 1 doi doi NOUN dpc-452 208 2 : : PUNCT dpc-452 208 3 10.2340/00015555 10.2340/00015555 NUM dpc-452 208 4 - - SYM dpc-452 208 5 2719 2719 NUM dpc-452 208 6 . . PUNCT dpc-452 209 1 35 35 NUM dpc-452 209 2 . . PUNCT dpc-452 209 3 moscarella moscarella NOUN dpc-452 209 4 e e NOUN dpc-452 209 5 , , PUNCT dpc-452 209 6 pampena pampena ADJ dpc-452 209 7 r r NOUN dpc-452 209 8 , , PUNCT dpc-452 209 9 kyrgidis kyrgidi NOUN dpc-452 209 10 a a PRON dpc-452 209 11 , , PUNCT dpc-452 209 12 et et PROPN dpc-452 209 13     SPACE dpc-452 209 14 al al PROPN dpc-452 209 15 . . PUNCT dpc-452 210 1 digital digital ADJ dpc-452 210 2 dermoscopy dermoscopy NOUN dpc-452 210 3 monitoring monitoring NOUN dpc-452 210 4 in in ADP dpc-452 210 5 patients patient NOUN dpc-452 210 6 with with ADP dpc-452 210 7 multiple multiple ADJ dpc-452 210 8 nevi nevi NOUN dpc-452 210 9 : : PUNCT dpc-452 210 10 how how SCONJ dpc-452 210 11 many many ADJ dpc-452 210 12 lesions lesion NOUN dpc-452 210 13 should should AUX dpc-452 210 14 we we PRON dpc-452 210 15 monitor monitor VERB dpc-452 210 16 per per ADP dpc-452 210 17 patient patient NOUN dpc-452 210 18 ? ? PUNCT dpc-452 211 1 j j PROPN dpc-452 211 2 am be AUX dpc-452 211 3 acad acad ADJ dpc-452 211 4 dermatol dermatol NOUN dpc-452 211 5 . . PUNCT dpc-452 212 1 2015;73(1):168 2015;73(1):168 NOUN dpc-452 212 2 - - SYM dpc-452 212 3 170 170 NUM dpc-452 212 4 . . PUNCT dpc-452 213 1 doi doi NOUN dpc-452 213 2 : : PUNCT dpc-452 213 3 10.1016 10.1016 NUM dpc-452 213 4 / / SYM dpc-452 213 5 j.jaad.2015.03.033 j.jaad.2015.03.033 PROPN dpc-452 213 6 . . PROPN dpc-452 214 1 36 36 NUM dpc-452 214 2 . . PUNCT dpc-452 215 1 lin lin PROPN dpc-452 215 2 mj mj PROPN dpc-452 215 3 , , PUNCT dpc-452 215 4 mar mar PROPN dpc-452 215 5 v v PROPN dpc-452 215 6 , , PUNCT dpc-452 215 7 mclean mclean PROPN dpc-452 215 8 c c PROPN dpc-452 215 9 , , PUNCT dpc-452 215 10 kelly kelly PROPN dpc-452 215 11 jw jw PROPN dpc-452 215 12 . . PUNCT dpc-452 216 1 an an DET dpc-452 216 2 objective objective ADJ dpc-452 216 3 measure measure NOUN dpc-452 216 4 of of ADP dpc-452 216 5 growth growth NOUN dpc-452 216 6 rate rate NOUN dpc-452 216 7 using use VERB dpc-452 216 8 partial partial ADJ dpc-452 216 9 biopsy biopsy NOUN dpc-452 216 10 specimens specimen NOUN dpc-452 216 11 of of ADP dpc-452 216 12 melanomas melanomas PROPN dpc-452 216 13 that that PRON dpc-452 216 14 were be AUX dpc-452 216 15 initially initially ADV dpc-452 216 16 misdiagnosed misdiagnose VERB dpc-452 216 17 . . PUNCT dpc-452 217 1 j j PROPN dpc-452 217 2 am be AUX dpc-452 217 3 acad acad ADJ dpc-452 217 4 dermatol dermatol NOUN dpc-452 217 5 . . PUNCT dpc-452 218 1 2014;71(4):691 2014;71(4):691 NUM dpc-452 218 2 - - SYM dpc-452 218 3 697 697 NUM dpc-452 218 4 . . PUNCT dpc-452 219 1 doi doi NOUN dpc-452 219 2 : : PUNCT dpc-452 219 3 10.1016 10.1016 NUM dpc-452 219 4 / / SYM dpc-452 219 5 j.jaad.2014.04.068 j.jaad.2014.04.068 PROPN dpc-452 219 6 . . PROPN dpc-452 219 7 37 37 NUM dpc-452 219 8 . . PUNCT dpc-452 220 1 betti betti ADJ dpc-452 220 2 r r NOUN dpc-452 220 3 , , PUNCT dpc-452 220 4 agape agape ADJ dpc-452 220 5 e e NOUN dpc-452 220 6 , , PUNCT dpc-452 220 7 vergani vergani PROPN dpc-452 220 8 r r NOUN dpc-452 220 9 , , PUNCT dpc-452 220 10 moneghini moneghini NOUN dpc-452 220 11 l l NOUN dpc-452 220 12 , , PUNCT dpc-452 220 13 cerri cerri PROPN dpc-452 220 14 a. a. NOUN dpc-452 220 15 an an DET dpc-452 220 16 observational observational ADJ dpc-452 220 17 study study NOUN dpc-452 220 18 regarding regard VERB dpc-452 220 19 the the DET dpc-452 220 20 rate rate NOUN dpc-452 220 21 of of ADP dpc-452 220 22 growth growth NOUN dpc-452 220 23 in in ADP dpc-452 220 24 vertical vertical ADJ dpc-452 220 25 and and CCONJ dpc-452 220 26 radial radial ADJ dpc-452 220 27 growth growth NOUN dpc-452 220 28 phase phase NOUN dpc-452 220 29 superficial superficial ADJ dpc-452 220 30 spreading spread VERB dpc-452 220 31 melanomas melanoma NOUN dpc-452 220 32 . . PUNCT dpc-452 221 1 oncol oncol ADJ dpc-452 221 2 lett lett PROPN dpc-452 221 3 . . PUNCT dpc-452 222 1 2016;12(3):2099 2016;12(3):2099 NUM dpc-452 222 2 - - SYM dpc-452 222 3 2102 2102 NUM dpc-452 222 4 . . PUNCT dpc-452 223 1 doi doi NOUN dpc-452 223 2 : : PUNCT dpc-452 223 3 10.3892 10.3892 NUM dpc-452 223 4 / / SYM dpc-452 223 5 ol.2016.4813 ol.2016.4813 NOUN dpc-452 223 6 . . PUNCT dpc-452 224 1 38 38 NUM dpc-452 224 2 . . PUNCT dpc-452 225 1 argenziano argenziano PROPN dpc-452 225 2 g g PROPN dpc-452 225 3 , , PUNCT dpc-452 225 4 longo longo PROPN dpc-452 225 5 c c PROPN dpc-452 225 6 , , PUNCT dpc-452 225 7 cameron cameron PROPN dpc-452 225 8 a a PROPN dpc-452 225 9 , , PUNCT dpc-452 225 10 et et PROPN dpc-452 225 11     SPACE dpc-452 225 12 al al PROPN dpc-452 225 13 . . PUNCT dpc-452 225 14 blue blue ADJ dpc-452 225 15 - - PUNCT dpc-452 225 16 black black ADJ dpc-452 225 17 rule rule NOUN dpc-452 225 18 : : PUNCT dpc-452 225 19 a a DET dpc-452 225 20 simple simple ADJ dpc-452 225 21 dermoscopic dermoscopic ADJ dpc-452 225 22 clue clue NOUN dpc-452 225 23 to to PART dpc-452 225 24 recognize recognize VERB dpc-452 225 25 pigmented pigment VERB dpc-452 225 26 nodular nodular ADJ dpc-452 225 27 melanoma melanoma NOUN dpc-452 225 28 . . PUNCT dpc-452 226 1 br br PROPN dpc-452 226 2 j j PROPN dpc-452 226 3 dermatol dermatol NOUN dpc-452 226 4 . . PUNCT dpc-452 227 1 2011;165(6):1251 2011;165(6):1251 NUM dpc-452 227 2 - - SYM dpc-452 227 3 1255 1255 NUM dpc-452 227 4 . . PUNCT dpc-452 228 1 doi doi NOUN dpc-452 228 2 : : PUNCT dpc-452 228 3 10.1111 10.1111 NUM dpc-452 228 4 / / SYM dpc-452 228 5 j.13652133.2011.10621.x j.13652133.2011.10621.x NOUN dpc-452 228 6 . . PROPN dpc-452 229 1 39 39 NUM dpc-452 229 2 . . PUNCT dpc-452 230 1 beer beer PROPN dpc-452 230 2 j j PROPN dpc-452 230 3 , , PUNCT dpc-452 230 4 xu xu PROPN dpc-452 231 1 l l NOUN dpc-452 231 2 , , PUNCT dpc-452 231 3 tschandl tschandl NOUN dpc-452 231 4 p p NOUN dpc-452 231 5 , , PUNCT dpc-452 231 6 kittler kittler NOUN dpc-452 231 7 h. h. PROPN dpc-452 231 8 growth growth NOUN dpc-452 231 9 rate rate NOUN dpc-452 231 10 of of ADP dpc-452 231 11 melanoma melanoma NOUN dpc-452 231 12 in in ADP dpc-452 231 13 vivo vivo NOUN dpc-452 231 14 and and CCONJ dpc-452 231 15 correlation correlation NOUN dpc-452 231 16 with with ADP dpc-452 231 17 dermatoscopic dermatoscopic NOUN dpc-452 231 18 and and CCONJ dpc-452 231 19 dermatopathologic dermatopathologic ADJ dpc-452 231 20 findings finding NOUN dpc-452 231 21 . . PUNCT dpc-452 232 1 dermatol dermatol NOUN dpc-452 232 2 pract pract PROPN dpc-452 232 3 concept concept NOUN dpc-452 232 4 . . PUNCT dpc-452 233 1 2011;1(1):59 2011;1(1):59 NUM dpc-452 233 2 - - SYM dpc-452 233 3 67 67 NUM dpc-452 233 4 . . PUNCT dpc-452 234 1 40 40 NUM dpc-452 234 2 . . PUNCT dpc-452 235 1 lallas lallas PROPN dpc-452 235 2 a a PROPN dpc-452 235 3 , , PUNCT dpc-452 235 4 apalla apalla PROPN dpc-452 235 5 z z PROPN dpc-452 235 6 , , PUNCT dpc-452 235 7 ioannides ioannide NOUN dpc-452 235 8 d d PROPN dpc-452 235 9 , , PUNCT dpc-452 235 10 et et PROPN dpc-452 235 11     SPACE dpc-452 235 12 al al PROPN dpc-452 235 13 ; ; PUNCT dpc-452 235 14 international international ADJ dpc-452 235 15 dermoscopy dermoscopy NOUN dpc-452 235 16 society society NOUN dpc-452 235 17 . . PUNCT dpc-452 236 1 update update NOUN dpc-452 236 2 on on ADP dpc-452 236 3 dermoscopy dermoscopy NOUN dpc-452 236 4 of of ADP dpc-452 236 5 spitz spitz PROPN dpc-452 236 6 / / SYM dpc-452 236 7 reed reed NOUN dpc-452 236 8 naevi naevi NOUN dpc-452 236 9 and and CCONJ dpc-452 236 10 management management NOUN dpc-452 236 11 guidelines guideline NOUN dpc-452 236 12 by by ADP dpc-452 236 13 the the DET dpc-452 236 14 international international ADJ dpc-452 236 15 dermoscopy dermoscopy NOUN dpc-452 236 16 society society NOUN dpc-452 236 17 . . PUNCT dpc-452 237 1 br br PROPN dpc-452 237 2 j j PROPN dpc-452 237 3 dermatol dermatol NOUN dpc-452 237 4 . . PUNCT dpc-452 238 1 2017;177(3):645 2017;177(3):645 NUM dpc-452 238 2 - - SYM dpc-452 238 3 655 655 NUM dpc-452 238 4 . . PUNCT dpc-452 239 1 doi doi NOUN dpc-452 239 2 : : PUNCT dpc-452 239 3 10.1111 10.1111 NUM dpc-452 239 4 / / SYM dpc-452 239 5 bjd.15339 bjd.15339 NOUN dpc-452 239 6 . . NOUN dpc-452 239 7 41 41 NUM dpc-452 239 8 . . PUNCT dpc-452 240 1 bär bär PROPN dpc-452 240 2 m m PROPN dpc-452 240 3 , , PUNCT dpc-452 240 4 tschandl tschandl NOUN dpc-452 240 5 p p NOUN dpc-452 240 6 , , PUNCT dpc-452 240 7 kittler kittler NOUN dpc-452 240 8 h. h. NOUN dpc-452 240 9 differentiation differentiation NOUN dpc-452 240 10 of of ADP dpc-452 240 11 pigmented pigmented ADJ dpc-452 240 12 spitz spitz NOUN dpc-452 240 13 nevi nevi PROPN dpc-452 240 14 and and CCONJ dpc-452 240 15 reed reed NOUN dpc-452 240 16 nevi nevi ADJ dpc-452 240 17 by by ADP dpc-452 240 18 integration integration NOUN dpc-452 240 19 of of ADP dpc-452 240 20 dermatopathologic dermatopathologic ADJ dpc-452 240 21 and and CCONJ dpc-452 240 22 dermatoscopic dermatoscopic ADJ dpc-452 240 23 findings finding NOUN dpc-452 240 24 . . PUNCT dpc-452 241 1 dermatol dermatol NOUN dpc-452 241 2 pract pract PROPN dpc-452 241 3 concept concept NOUN dpc-452 241 4 . . PUNCT dpc-452 242 1 2012;2(1):13 2012;2(1):13 NUM dpc-452 242 2 - - SYM dpc-452 242 3 24 24 NUM dpc-452 242 4 . . PUNCT dpc-452 242 5 doi doi NOUN dpc-452 242 6 : : PUNCT dpc-452 242 7 10.5826 10.5826 NUM dpc-452 242 8 / / SYM dpc-452 242 9 dpc.0201a03 dpc.0201a03 ADJ dpc-452 242 10 . . PUNCT dpc-452 243 1 42 42 NUM dpc-452 243 2 . . PUNCT dpc-452 244 1 tsao tsao PROPN dpc-452 244 2 h h PROPN dpc-452 244 3 , , PUNCT dpc-452 244 4 bevona bevona PROPN dpc-452 244 5 c c PROPN dpc-452 244 6 , , PUNCT dpc-452 244 7 goggins goggins PROPN dpc-452 244 8 w w PROPN dpc-452 244 9 , , PUNCT dpc-452 244 10 quinn quinn NOUN dpc-452 244 11 t. t. NOUN dpc-452 244 12 the the DET dpc-452 244 13 transformation transformation NOUN dpc-452 244 14 rate rate NOUN dpc-452 244 15 of of ADP dpc-452 244 16 moles mole NOUN dpc-452 244 17 ( ( PUNCT dpc-452 244 18 melanocytic melanocytic ADJ dpc-452 244 19 nevi nevi NOUN dpc-452 244 20 ) ) PUNCT dpc-452 244 21 into into ADP dpc-452 244 22 cutaneous cutaneous ADJ dpc-452 244 23 melanoma melanoma NOUN dpc-452 244 24 : : PUNCT dpc-452 244 25 a a DET dpc-452 244 26 population population NOUN dpc-452 244 27 - - PUNCT dpc-452 244 28 based base VERB dpc-452 244 29 estimate estimate NOUN dpc-452 244 30 . . PUNCT dpc-452 245 1 arch arch ADJ dpc-452 245 2 dermatol dermatol NOUN dpc-452 245 3 . . PUNCT dpc-452 246 1 2003;139(3):282288 2003;139(3):282288 NUM dpc-452 246 2 . . PUNCT dpc-452 247 1 doi doi NOUN dpc-452 247 2 : : PUNCT dpc-452 247 3 10.1001 10.1001 NUM dpc-452 247 4 / / SYM dpc-452 247 5 archderm.139.3.282 archderm.139.3.282 PROPN dpc-452 247 6 . . PROPN dpc-452 248 1 43 43 NUM dpc-452 248 2 . . PUNCT dpc-452 249 1 fonseca fonseca PROPN dpc-452 249 2 m m PROPN dpc-452 249 3 , , PUNCT dpc-452 249 4 marchetti marchetti PROPN dpc-452 249 5 ma ma PROPN dpc-452 249 6 , , PUNCT dpc-452 249 7 chung chung PROPN dpc-452 249 8 e e PROPN dpc-452 249 9 , , PUNCT dpc-452 249 10 et et PROPN dpc-452 249 11     SPACE dpc-452 249 12 al al PROPN dpc-452 249 13 . . PUNCT dpc-452 250 1 cross cross ADJ dpc-452 250 2 - - ADJ dpc-452 250 3 sectional sectional ADJ dpc-452 250 4 analysis analysis NOUN dpc-452 250 5 of of ADP dpc-452 250 6 the the DET dpc-452 250 7 dermoscopic dermoscopic ADJ dpc-452 250 8 patterns pattern NOUN dpc-452 250 9 and and CCONJ dpc-452 250 10 structures structure NOUN dpc-452 250 11 of of ADP dpc-452 250 12 melanocytic melanocytic ADJ dpc-452 250 13 naevi naevi NOUN dpc-452 250 14 on on ADP dpc-452 250 15 the the DET dpc-452 250 16 back back NOUN dpc-452 250 17 and and CCONJ dpc-452 250 18 legs leg NOUN dpc-452 250 19 of of ADP dpc-452 250 20 adolescents adolescent NOUN dpc-452 250 21 . . PUNCT dpc-452 251 1 br br PROPN dpc-452 251 2 j j PROPN dpc-452 251 3 dermatol dermatol NOUN dpc-452 251 4 . . PUNCT dpc-452 252 1 2015;173(6):1486 2015;173(6):1486 NUM dpc-452 252 2 - - SYM dpc-452 252 3 1493 1493 NUM dpc-452 252 4 . . PUNCT dpc-452 253 1 doi doi NOUN dpc-452 253 2 : : PUNCT dpc-452 253 3 10.1111 10.1111 NUM dpc-452 253 4 / / SYM dpc-452 253 5 bjd.14035 bjd.14035 NOUN dpc-452 253 6 . . NOUN dpc-452 253 7 44 44 NUM dpc-452 253 8 . . PUNCT dpc-452 254 1 kittler kittler PROPN dpc-452 254 2 h h PROPN dpc-452 254 3 , , PUNCT dpc-452 254 4 rosendahl rosendahl NOUN dpc-452 254 5 c c PROPN dpc-452 254 6 , , PUNCT dpc-452 254 7 cameron cameron PROPN dpc-452 254 8 a a PROPN dpc-452 254 9 , , PUNCT dpc-452 254 10 tschandl tschandl NOUN dpc-452 254 11 p. p. NOUN dpc-452 254 12 dermatoscopy dermatoscopy NOUN dpc-452 254 13     SPACE dpc-452 254 14 an an DET dpc-452 254 15 algorithmic algorithmic ADJ dpc-452 254 16 method method NOUN dpc-452 254 17 based base VERB dpc-452 254 18 on on ADP dpc-452 254 19 pattern pattern NOUN dpc-452 254 20 analysis analysis NOUN dpc-452 254 21 . . PUNCT dpc-452 255 1 vienna vienna PROPN dpc-452 255 2 ; ; PUNCT dpc-452 255 3 facultas.wuv facultas.wuv X dpc-452 255 4 ; ; PUNCT dpc-452 255 5 2016 2016 NUM dpc-452 255 6 . . PUNCT dpc-452 256 1 45 45 NUM dpc-452 256 2 . . PUNCT dpc-452 257 1 kittler kittler PROPN dpc-452 257 2 h h PROPN dpc-452 257 3 , , PUNCT dpc-452 257 4 guitera guitera NOUN dpc-452 257 5 p p NOUN dpc-452 257 6 , , PUNCT dpc-452 257 7 riedl riedl PROPN dpc-452 257 8 e e PROPN dpc-452 257 9 , , PUNCT dpc-452 257 10 et et PROPN dpc-452 257 11     SPACE dpc-452 257 12 al al PROPN dpc-452 257 13 . . PROPN dpc-452 257 14 identification identification NOUN dpc-452 257 15 of of ADP dpc-452 257 16 clinically clinically ADV dpc-452 257 17 featureless featureless ADJ dpc-452 257 18 incipient incipient ADJ dpc-452 257 19 melanoma melanoma NOUN dpc-452 257 20 using use VERB dpc-452 257 21 sequential sequential ADJ dpc-452 257 22 dermoscopy dermoscopy NOUN dpc-452 257 23 imaging imaging NOUN dpc-452 257 24 . . PUNCT dpc-452 258 1 arch arch ADJ dpc-452 258 2 dermatol dermatol NOUN dpc-452 258 3 . . PUNCT dpc-452 259 1 2006;142(9):1113 2006;142(9):1113 NUM dpc-452 259 2 - - SYM dpc-452 259 3 1119 1119 NUM dpc-452 259 4 . . PUNCT dpc-452 260 1 doi doi NOUN dpc-452 260 2 : : PUNCT dpc-452 260 3 10.1001/ 10.1001/ NUM dpc-452 260 4 archderm.142.9.1113 archderm.142.9.1113 PROPN dpc-452 260 5 . . PROPN dpc-452 260 6 46 46 NUM dpc-452 260 7 . . PUNCT dpc-452 261 1 salerni salerni PROPN dpc-452 261 2 g g PROPN dpc-452 261 3 , , PUNCT dpc-452 261 4 carrera carrera PROPN dpc-452 261 5 c c PROPN dpc-452 261 6 , , PUNCT dpc-452 261 7 lovatto lovatto PROPN dpc-452 261 8 l l PROPN dpc-452 261 9 , , PUNCT dpc-452 261 10 et et PROPN dpc-452 261 11     SPACE dpc-452 261 12 al al PROPN dpc-452 261 13 . . PROPN dpc-452 261 14 characterization characterization NOUN dpc-452 261 15 of of ADP dpc-452 261 16     SPACE dpc-452 261 17 1152 1152 NUM dpc-452 261 18     SPACE dpc-452 261 19 lesions lesion NOUN dpc-452 261 20 excised excise VERB dpc-452 261 21 over over ADP dpc-452 261 22     SPACE dpc-452 261 23 10 10 NUM dpc-452 261 24     SPACE dpc-452 261 25 years year NOUN dpc-452 261 26 using use VERB dpc-452 261 27 total total ADJ dpc-452 261 28 - - PUNCT dpc-452 261 29 body body NOUN dpc-452 261 30 photography photography NOUN dpc-452 261 31 and and CCONJ dpc-452 261 32 digital digital ADJ dpc-452 261 33 dermatoscopy dermatoscopy NOUN dpc-452 261 34 in in ADP dpc-452 261 35 the the DET dpc-452 261 36 surveillance surveillance NOUN dpc-452 261 37 of of ADP dpc-452 261 38 patients patient NOUN dpc-452 261 39 at at ADP dpc-452 261 40 high high ADJ dpc-452 261 41 risk risk NOUN dpc-452 261 42 for for ADP dpc-452 261 43 melanoma melanoma NOUN dpc-452 261 44 . . PUNCT dpc-452 262 1 j j PROPN dpc-452 262 2 am be AUX dpc-452 262 3 acad acad ADJ dpc-452 262 4 dermatol dermatol NOUN dpc-452 262 5 . . PUNCT dpc-452 263 1 2012;67(5):836 2012;67(5):836 NOUN dpc-452 263 2 - - SYM dpc-452 263 3 845 845 NUM dpc-452 263 4 . . PUNCT dpc-452 264 1 doi doi NOUN dpc-452 264 2 : : PUNCT dpc-452 264 3 10.1016 10.1016 NUM dpc-452 264 4 / / SYM dpc-452 264 5 j.jaad.2012.01.028 j.jaad.2012.01.028 PROPN dpc-452 264 6 . . PROPN dpc-452 265 1 47 47 NUM dpc-452 265 2 . . PUNCT dpc-452 266 1 carrera carrera PROPN dpc-452 266 2 c c PROPN dpc-452 266 3 , , PUNCT dpc-452 266 4 marchetti marchetti PROPN dpc-452 266 5 ma ma PROPN dpc-452 266 6 , , PUNCT dpc-452 266 7 dusza dusza PROPN dpc-452 266 8 sw sw PROPN dpc-452 266 9 , , PUNCT dpc-452 266 10 et et PROPN dpc-452 266 11     SPACE dpc-452 266 12 al al PROPN dpc-452 266 13 . . PROPN dpc-452 266 14 validity validity NOUN dpc-452 266 15 and and CCONJ dpc-452 266 16 reliability reliability NOUN dpc-452 266 17 of of ADP dpc-452 266 18 dermoscopic dermoscopic ADJ dpc-452 266 19 criteria criterion NOUN dpc-452 266 20 used use VERB dpc-452 266 21 to to PART dpc-452 266 22 differentiate differentiate VERB dpc-452 266 23 nevi nevi ADV dpc-452 266 24 from from ADP dpc-452 266 25 melanoma melanoma NOUN dpc-452 266 26 : : PUNCT dpc-452 266 27 a a DET dpc-452 266 28 web web NOUN dpc-452 266 29 - - PUNCT dpc-452 266 30 based base VERB dpc-452 266 31 international international ADJ dpc-452 266 32 dermoscopy dermoscopy NOUN dpc-452 266 33 society society NOUN dpc-452 266 34 study study NOUN dpc-452 266 35 . . PUNCT dpc-452 267 1 jama jama PROPN dpc-452 267 2 dermatol dermatol NOUN dpc-452 267 3 . . PUNCT dpc-452 268 1 2016;152(7):798 2016;152(7):798 NUM dpc-452 268 2 - - SYM dpc-452 268 3 806 806 NUM dpc-452 268 4 . . PUNCT dpc-452 269 1 doi doi NOUN dpc-452 269 2 : : PUNCT dpc-452 269 3 10.1001 10.1001 NUM dpc-452 269 4 / / SYM dpc-452 269 5 jama jama PROPN dpc-452 269 6 dermatol.2016.0624 dermatol.2016.0624 PROPN dpc-452 269 7 . . PUNCT dpc-452 270 1 48 48 NUM dpc-452 270 2 . . PUNCT dpc-452 271 1 menzies menzies PROPN dpc-452 271 2 sw sw PROPN dpc-452 271 3 , , PUNCT dpc-452 271 4 gutenev gutenev PROPN dpc-452 271 5 a a PRON dpc-452 271 6 , , PUNCT dpc-452 271 7 avramidis avramidis PROPN dpc-452 271 8 m m PROPN dpc-452 271 9 , , PUNCT dpc-452 271 10 batrac batrac VERB dpc-452 271 11 a a PRON dpc-452 271 12 , , PUNCT dpc-452 271 13 mccarthy mccarthy PROPN dpc-452 271 14 wh wh PROPN dpc-452 271 15 . . PUNCT dpc-452 271 16 short short ADJ dpc-452 271 17 - - PUNCT dpc-452 271 18 term term NOUN dpc-452 271 19 digital digital ADJ dpc-452 271 20 surface surface NOUN dpc-452 271 21 microscopic microscopic ADJ dpc-452 271 22 monitoring monitoring NOUN dpc-452 271 23 of of ADP dpc-452 271 24 atypical atypical ADJ dpc-452 271 25 or or CCONJ dpc-452 271 26 changing change VERB dpc-452 271 27 melanocytic melanocytic ADJ dpc-452 271 28 lesions lesion NOUN dpc-452 271 29 . . PUNCT dpc-452 272 1 arch arch ADJ dpc-452 272 2 dermatol dermatol NOUN dpc-452 272 3 . . PUNCT dpc-452 273 1 2001;137(12):1583 2001;137(12):1583 NUM dpc-452 273 2 - - SYM dpc-452 273 3 1589 1589 NUM dpc-452 273 4 . . PUNCT dpc-452 274 1 doi doi NOUN dpc-452 274 2 : : PUNCT dpc-452 274 3 10.1001 10.1001 NUM dpc-452 274 4 / / SYM dpc-452 274 5 archderm.137.12.1583 archderm.137.12.1583 NOUN dpc-452 274 6 . . PUNCT dpc-452 275 1 49 49 NUM dpc-452 275 2 . . PUNCT dpc-452 276 1 braun braun PROPN dpc-452 276 2 rp rp PROPN dpc-452 276 3 , , PUNCT dpc-452 276 4 lemonnier lemonnier NOUN dpc-452 276 5 e e NOUN dpc-452 276 6 , , PUNCT dpc-452 276 7 guillod guillod PROPN dpc-452 276 8 j j PROPN dpc-452 276 9 , , PUNCT dpc-452 276 10 skaria skaria PROPN dpc-452 276 11 a a PRON dpc-452 276 12 , , PUNCT dpc-452 276 13 salomon salomon PROPN dpc-452 276 14 d d PROPN dpc-452 276 15 , , PUNCT dpc-452 276 16 saurat saurat PROPN dpc-452 276 17 jh jh PROPN dpc-452 276 18 . . PUNCT dpc-452 277 1 two two NUM dpc-452 277 2 types type NOUN dpc-452 277 3 of of ADP dpc-452 277 4 pattern pattern NOUN dpc-452 277 5 modification modification NOUN dpc-452 277 6 detected detect VERB dpc-452 277 7 on on ADP dpc-452 277 8 the the DET dpc-452 277 9 followprevalence followprevalence NOUN dpc-452 277 10 and and CCONJ dpc-452 277 11 practical practical ADJ dpc-452 277 12 implications implication NOUN dpc-452 277 13 . . PUNCT dpc-452 278 1 j j PROPN dpc-452 278 2 am be AUX dpc-452 278 3 acad acad ADJ dpc-452 278 4 dermatol dermatol NOUN dpc-452 278 5 . . PUNCT dpc-452 279 1 2017;77(5):938 2017;77(5):938 NUM dpc-452 279 2 - - PUNCT dpc-452 279 3 945.e4 945.e4 NUM dpc-452 279 4 . . PUNCT dpc-452 280 1 doi doi NOUN dpc-452 280 2 : : PUNCT dpc-452 280 3 10.1016 10.1016 NUM dpc-452 280 4 / / SYM dpc-452 280 5 j.jaad.2017.06.149 j.jaad.2017.06.149 PROPN dpc-452 280 6 . . PROPN dpc-452 281 1 20 20 NUM dpc-452 281 2 . . PUNCT dpc-452 282 1 kefford kefford PROPN dpc-452 282 2 rf rf PROPN dpc-452 282 3 , , PUNCT dpc-452 282 4 newton newton PROPN dpc-452 282 5 bishop bishop PROPN dpc-452 282 6 ja ja PROPN dpc-452 282 7 , , PUNCT dpc-452 282 8 bergman bergman PROPN dpc-452 282 9 w w PROPN dpc-452 282 10 , , PUNCT dpc-452 282 11 tucker tucker PROPN dpc-452 282 12 ma ma PROPN dpc-452 282 13 . . PROPN dpc-452 282 14 counseling counseling NOUN dpc-452 282 15 and and CCONJ dpc-452 282 16 dna dna NOUN dpc-452 282 17 testing testing NOUN dpc-452 282 18 for for ADP dpc-452 282 19 individuals individual NOUN dpc-452 282 20 perceived perceive VERB dpc-452 282 21 to to PART dpc-452 282 22 be be AUX dpc-452 282 23 genetically genetically ADV dpc-452 282 24 predisposed predispose VERB dpc-452 282 25 to to ADP dpc-452 282 26 melanoma melanoma VERB dpc-452 282 27 : : PUNCT dpc-452 282 28 a a DET dpc-452 282 29 consensus consensus NOUN dpc-452 282 30 statement statement NOUN dpc-452 282 31 of of ADP dpc-452 282 32 the the DET dpc-452 282 33 melanoma melanoma PROPN dpc-452 282 34 genetics genetic NOUN dpc-452 282 35 consortium consortium NOUN dpc-452 282 36 . . PUNCT dpc-452 283 1 j j PROPN dpc-452 283 2 clin clin PROPN dpc-452 283 3 oncol oncol PROPN dpc-452 283 4 . . PUNCT dpc-452 284 1 1999;17(10):3245 1999;17(10):3245 NUM dpc-452 284 2 - - SYM dpc-452 284 3 3251 3251 NUM dpc-452 284 4 . . PUNCT dpc-452 285 1 doi doi NOUN dpc-452 285 2 : : PUNCT dpc-452 285 3 10.1200 10.1200 NUM dpc-452 285 4 / / SYM dpc-452 285 5 jco.1999.17.10.3245 jco.1999.17.10.3245 PROPN dpc-452 285 6 . . PUNCT dpc-452 286 1 21 21 NUM dpc-452 286 2 . . PUNCT dpc-452 287 1 salerni salerni PROPN dpc-452 287 2 g g PROPN dpc-452 287 3 , , PUNCT dpc-452 287 4 terán terán PROPN dpc-452 287 5 t t PROPN dpc-452 287 6 , , PUNCT dpc-452 287 7 puig puig PROPN dpc-452 287 8 s s PROPN dpc-452 287 9 , , PUNCT dpc-452 287 10 et et PROPN dpc-452 287 11     SPACE dpc-452 287 12 al al PROPN dpc-452 287 13 . . PUNCT dpc-452 288 1 meta meta VERB dpc-452 288 2 - - PUNCT dpc-452 288 3 analysis analysis NOUN dpc-452 288 4 of of ADP dpc-452 288 5 digital digital ADJ dpc-452 288 6 dermoscopy dermoscopy NOUN dpc-452 288 7 follow follow NOUN dpc-452 288 8 - - PUNCT dpc-452 288 9 up up NOUN dpc-452 288 10 of of ADP dpc-452 288 11 melanocytic melanocytic ADJ dpc-452 288 12 skin skin NOUN dpc-452 288 13 lesions lesion NOUN dpc-452 288 14 : : PUNCT dpc-452 288 15 a a DET dpc-452 288 16 study study NOUN dpc-452 288 17 on on ADP dpc-452 288 18 behalf behalf NOUN dpc-452 288 19 of of ADP dpc-452 288 20 the the DET dpc-452 288 21 international international ADJ dpc-452 288 22 dermoscopy dermoscopy NOUN dpc-452 288 23 society society NOUN dpc-452 288 24 . . PUNCT dpc-452 289 1 j j PROPN dpc-452 289 2 eur eur PROPN dpc-452 289 3 acad acad PROPN dpc-452 289 4 dermatol dermatol NOUN dpc-452 289 5 venereol venereol NOUN dpc-452 289 6 . . PUNCT dpc-452 290 1 2013;27(7):805 2013;27(7):805 NUM dpc-452 290 2 - - SYM dpc-452 290 3 814 814 NUM dpc-452 290 4 . . PUNCT dpc-452 291 1 doi doi NOUN dpc-452 291 2 : : PUNCT dpc-452 291 3 10.1111 10.1111 NUM dpc-452 291 4 / / SYM dpc-452 291 5 jdv.12032 jdv.12032 NOUN dpc-452 291 6 . . PUNCT dpc-452 292 1 22 22 NUM dpc-452 292 2 . . PUNCT dpc-452 293 1 watts watts PROPN dpc-452 293 2 cg cg PROPN dpc-452 293 3 , , PUNCT dpc-452 293 4 dieng dieng PROPN dpc-452 293 5 m m PROPN dpc-452 293 6 , , PUNCT dpc-452 293 7 morton morton PROPN dpc-452 293 8 rl rl PROPN dpc-452 293 9 , , PUNCT dpc-452 293 10 mann mann PROPN dpc-452 293 11 gj gj PROPN dpc-452 293 12 , , PUNCT dpc-452 293 13 menzies menzies PROPN dpc-452 293 14 sw sw PROPN dpc-452 293 15 , , PUNCT dpc-452 293 16 cust cust PROPN dpc-452 293 17 ae ae PROPN dpc-452 293 18 . . PUNCT dpc-452 294 1 clinical clinical ADJ dpc-452 294 2 practice practice NOUN dpc-452 294 3 guidelines guideline NOUN dpc-452 294 4 for for ADP dpc-452 294 5 identification identification NOUN dpc-452 294 6 , , PUNCT dpc-452 294 7 screening screening NOUN dpc-452 294 8 and and CCONJ dpc-452 294 9 follow follow VERB dpc-452 294 10 - - PUNCT dpc-452 294 11 up up NOUN dpc-452 294 12 of of ADP dpc-452 294 13 individuals individual NOUN dpc-452 294 14 at at ADP dpc-452 294 15 high high ADJ dpc-452 294 16 risk risk NOUN dpc-452 294 17 of of ADP dpc-452 294 18 primary primary ADJ dpc-452 294 19 cutaneous cutaneous ADJ dpc-452 294 20 melanoma melanoma NOUN dpc-452 294 21 : : PUNCT dpc-452 294 22 a a DET dpc-452 294 23 systematic systematic ADJ dpc-452 294 24 review review NOUN dpc-452 294 25 . . PUNCT dpc-452 295 1 br br PROPN dpc-452 295 2 j j PROPN dpc-452 295 3 dermatol dermatol NOUN dpc-452 295 4 . . PUNCT dpc-452 296 1 2015;172(1):33 2015;172(1):33 NUM dpc-452 296 2 - - SYM dpc-452 296 3 47 47 NUM dpc-452 296 4 . . PUNCT dpc-452 297 1 doi doi NOUN dpc-452 297 2 : : PUNCT dpc-452 297 3 10.1111 10.1111 NUM dpc-452 297 4 / / SYM dpc-452 297 5 bjd.13403 bjd.13403 PROPN dpc-452 297 6 . . PUNCT dpc-452 298 1 23 23 NUM dpc-452 298 2 . . PUNCT dpc-452 299 1 thomas thomas PROPN dpc-452 299 2 l l PROPN dpc-452 299 3 , , PUNCT dpc-452 299 4 tranchand tranchand ADV dpc-452 299 5 p p X dpc-452 299 6 , , PUNCT dpc-452 299 7 berard berard PROPN dpc-452 299 8 f f PROPN dpc-452 299 9 , , PUNCT dpc-452 299 10 secchi secchi PROPN dpc-452 299 11 t t PROPN dpc-452 299 12 , , PUNCT dpc-452 299 13 colin colin PROPN dpc-452 299 14 c c PROPN dpc-452 299 15 , , PUNCT dpc-452 299 16 moulin moulin PROPN dpc-452 299 17 g. g. PROPN dpc-452 299 18 semiological semiological PROPN dpc-452 299 19 value value NOUN dpc-452 299 20 of of ADP dpc-452 299 21 abcde abcde X dpc-452 299 22 criteria criterion NOUN dpc-452 299 23 in in ADP dpc-452 299 24 the the DET dpc-452 299 25 diagnosis diagnosis NOUN dpc-452 299 26 of of ADP dpc-452 299 27 cutaneous cutaneous ADJ dpc-452 299 28 pigmented pigmented ADJ dpc-452 299 29 tumors tumor NOUN dpc-452 299 30 . . PUNCT dpc-452 300 1 dermatology dermatology NOUN dpc-452 300 2 . . PUNCT dpc-452 301 1 1998;197(1):11 1998;197(1):11 PROPN dpc-452 301 2 - - SYM dpc-452 301 3 17 17 NUM dpc-452 301 4 . . PUNCT dpc-452 302 1 doi doi NOUN dpc-452 302 2 : : PUNCT dpc-452 302 3 10.1159/000017969 10.1159/000017969 NUM dpc-452 302 4 . . X dpc-452 302 5 24 24 NUM dpc-452 302 6 . . PUNCT dpc-452 303 1 haenssle haenssle PROPN dpc-452 303 2 ha ha INTJ dpc-452 303 3 , , PUNCT dpc-452 303 4 korpas korpas PROPN dpc-452 303 5 b b NUM dpc-452 303 6 , , PUNCT dpc-452 303 7 hansen hansen PROPN dpc-452 303 8 - - PUNCT dpc-452 303 9 hagge hagge PROPN dpc-452 303 10 c c NOUN dpc-452 303 11 , , PUNCT dpc-452 303 12 et et PROPN dpc-452 303 13     SPACE dpc-452 303 14 al al PROPN dpc-452 303 15 . . PROPN dpc-452 303 16 selection selection NOUN dpc-452 303 17 of of ADP dpc-452 303 18 patients patient NOUN dpc-452 303 19 for for ADP dpc-452 303 20 long long ADJ dpc-452 303 21 - - PUNCT dpc-452 303 22 term term NOUN dpc-452 303 23 surveillance surveillance NOUN dpc-452 303 24 with with ADP dpc-452 303 25 digital digital ADJ dpc-452 303 26 dermoscopy dermoscopy NOUN dpc-452 303 27 by by ADP dpc-452 303 28 assessment assessment NOUN dpc-452 303 29 of of ADP dpc-452 303 30 melanoma melanoma ADJ dpc-452 303 31 risk risk NOUN dpc-452 303 32 factors factor NOUN dpc-452 303 33 . . PUNCT dpc-452 304 1 arch arch ADJ dpc-452 304 2 dermatol dermatol NOUN dpc-452 304 3 . . PUNCT dpc-452 305 1 2010;146(3):257 2010;146(3):257 NUM dpc-452 305 2 - - SYM dpc-452 305 3 264 264 NUM dpc-452 305 4 . . PUNCT dpc-452 306 1 doi doi NOUN dpc-452 306 2 : : PUNCT dpc-452 306 3 10.1001 10.1001 NUM dpc-452 306 4 / / SYM dpc-452 306 5 archdermatol.2009.370 archdermatol.2009.370 NOUN dpc-452 306 6 . . PUNCT dpc-452 307 1 25 25 NUM dpc-452 307 2 . . PUNCT dpc-452 307 3 altamura altamura PROPN dpc-452 307 4 d d PROPN dpc-452 307 5 , , PUNCT dpc-452 307 6 avramidis avramidis PROPN dpc-452 307 7 m m PROPN dpc-452 307 8 , , PUNCT dpc-452 307 9 menzies menzies PROPN dpc-452 307 10 sw sw PROPN dpc-452 307 11 . . PROPN dpc-452 307 12 assessment assessment NOUN dpc-452 307 13 of of ADP dpc-452 307 14 the the DET dpc-452 307 15 optimal optimal ADJ dpc-452 307 16 interval interval NOUN dpc-452 307 17 for for ADP dpc-452 307 18 and and CCONJ dpc-452 307 19 sensitivity sensitivity NOUN dpc-452 307 20 of of ADP dpc-452 307 21 short short ADJ dpc-452 307 22 - - PUNCT dpc-452 307 23 term term NOUN dpc-452 307 24 sequential sequential ADJ dpc-452 307 25 digital digital ADJ dpc-452 307 26 dermoscopy dermoscopy NOUN dpc-452 307 27 monitoring monitoring NOUN dpc-452 307 28 for for ADP dpc-452 307 29 the the DET dpc-452 307 30 diagnosis diagnosis NOUN dpc-452 307 31 of of ADP dpc-452 307 32 melanoma melanoma NOUN dpc-452 307 33 . . PUNCT dpc-452 308 1 arch arch ADJ dpc-452 308 2 dermatol dermatol NOUN dpc-452 308 3 . . PUNCT dpc-452 309 1 2008;144(4):502 2008;144(4):502 NUM dpc-452 309 2 - - SYM dpc-452 309 3 506 506 NUM dpc-452 309 4 . . PUNCT dpc-452 310 1 doi doi NOUN dpc-452 310 2 : : PUNCT dpc-452 310 3 10.1001 10.1001 NUM dpc-452 310 4 / / SYM dpc-452 310 5 archderm.144.4.502 archderm.144.4.502 NOUN dpc-452 310 6 . . PUNCT dpc-452 311 1 26 26 NUM dpc-452 311 2 . . PUNCT dpc-452 311 3 moscarella moscarella NOUN dpc-452 311 4 e e NOUN dpc-452 311 5 , , PUNCT dpc-452 311 6 tion tion PROPN dpc-452 311 7 i i PROPN dpc-452 311 8 , , PUNCT dpc-452 311 9 zalaudek zalaudek PROPN dpc-452 311 10 i i PROPN dpc-452 311 11 , , PUNCT dpc-452 311 12 et et PROPN dpc-452 311 13     SPACE dpc-452 311 14 al al PROPN dpc-452 311 15 . . PUNCT dpc-452 312 1 both both DET dpc-452 312 2 short short ADJ dpc-452 312 3 - - PUNCT dpc-452 312 4 term term NOUN dpc-452 312 5 and and CCONJ dpc-452 312 6 longterm longterm NOUN dpc-452 312 7 dermoscopy dermoscopy NOUN dpc-452 312 8 monitoring monitoring NOUN dpc-452 312 9 is be AUX dpc-452 312 10 useful useful ADJ dpc-452 312 11 in in ADP dpc-452 312 12 detecting detect VERB dpc-452 312 13 melanoma melanoma NOUN dpc-452 312 14 in in ADP dpc-452 312 15 patients patient NOUN dpc-452 312 16 with with ADP dpc-452 312 17 multiple multiple ADJ dpc-452 312 18 atypical atypical ADJ dpc-452 312 19 nevi nevi NOUN dpc-452 312 20 . . PUNCT dpc-452 313 1 j j PROPN dpc-452 313 2 eur eur PROPN dpc-452 313 3 acad acad PROPN dpc-452 313 4 dermatol dermatol NOUN dpc-452 313 5 venereol venereol NOUN dpc-452 313 6 . . PUNCT dpc-452 314 1 2017;31(2):247 2017;31(2):247 NUM dpc-452 314 2 - - PUNCT dpc-452 314 3 251 251 NUM dpc-452 314 4 . . PUNCT dpc-452 315 1 doi doi NOUN dpc-452 315 2 : : PUNCT dpc-452 315 3 10.1111 10.1111 NUM dpc-452 315 4 / / SYM dpc-452 315 5 jdv.13840 jdv.13840 NUM dpc-452 315 6 . . PUNCT dpc-452 316 1 27 27 NUM dpc-452 316 2 . . PUNCT dpc-452 317 1 moloney moloney PROPN dpc-452 317 2 fj fj PROPN dpc-452 317 3 , , PUNCT dpc-452 317 4 guitera guitera NOUN dpc-452 317 5 p p NOUN dpc-452 317 6 , , PUNCT dpc-452 317 7 coates coates PROPN dpc-452 317 8 e e PROPN dpc-452 317 9 , , PUNCT dpc-452 317 10 et et PROPN dpc-452 317 11     SPACE dpc-452 317 12 al al PROPN dpc-452 317 13 . . PUNCT dpc-452 317 14 detection detection NOUN dpc-452 317 15 of of ADP dpc-452 317 16 primary primary ADJ dpc-452 317 17 melanoma melanoma NOUN dpc-452 317 18 in in ADP dpc-452 317 19 individuals individual NOUN dpc-452 317 20 at at ADP dpc-452 317 21 extreme extreme ADJ dpc-452 317 22 high high ADJ dpc-452 317 23 risk risk NOUN dpc-452 317 24 : : PUNCT dpc-452 317 25 a a DET dpc-452 317 26 prospective prospective ADJ dpc-452 317 27     SPACE dpc-452 317 28 5 5 NUM dpc-452 317 29 - - PUNCT dpc-452 317 30 year year NOUN dpc-452 317 31 follow follow NOUN dpc-452 317 32 - - PUNCT dpc-452 317 33 up up ADP dpc-452 317 34 study study NOUN dpc-452 317 35 . . PUNCT dpc-452 318 1 jama jama PROPN dpc-452 318 2 dermatol dermatol NOUN dpc-452 318 3 . . PUNCT dpc-452 319 1 2014;150(8):819 2014;150(8):819 NUM dpc-452 319 2 - - SYM dpc-452 319 3 827 827 NUM dpc-452 319 4 . . PUNCT dpc-452 319 5 doi doi NOUN dpc-452 319 6 : : PUNCT dpc-452 319 7 10.1001 10.1001 NUM dpc-452 319 8 / / SYM dpc-452 319 9 jamadermatol.2014.514 jamadermatol.2014.514 NOUN dpc-452 319 10 . . PUNCT dpc-452 320 1 28 28 NUM dpc-452 320 2 . . PUNCT dpc-452 321 1 argenziano argenziano PROPN dpc-452 321 2 g g NOUN dpc-452 321 3 , , PUNCT dpc-452 321 4 mordente mordente ADV dpc-452 322 1 i i PROPN dpc-452 322 2 , , PUNCT dpc-452 322 3 ferrara ferrara NOUN dpc-452 322 4 g g PROPN dpc-452 322 5 , , PUNCT dpc-452 322 6 sgambato sgambato PROPN dpc-452 322 7 a a NOUN dpc-452 322 8 , , PUNCT dpc-452 322 9 annese annese ADJ dpc-452 322 10 p p X dpc-452 322 11 , , PUNCT dpc-452 322 12 zalaudek zalaudek PROPN dpc-452 322 13 i. i. PROPN dpc-452 322 14 dermoscopic dermoscopic PROPN dpc-452 322 15 monitoring monitoring NOUN dpc-452 322 16 of of ADP dpc-452 322 17 melanocytic melanocytic ADJ dpc-452 322 18 skin skin NOUN dpc-452 322 19 lesions lesion NOUN dpc-452 322 20 : : PUNCT dpc-452 322 21 clinical clinical ADJ dpc-452 322 22 outcome outcome NOUN dpc-452 322 23 and and CCONJ dpc-452 322 24 patient patient ADJ dpc-452 322 25 compliance compliance NOUN dpc-452 322 26 vary vary VERB dpc-452 322 27 according accord VERB dpc-452 322 28 to to PART dpc-452 322 29 follow follow VERB dpc-452 322 30 - - PUNCT dpc-452 322 31 up up ADP dpc-452 322 32 protocols protocol NOUN dpc-452 322 33 . . PUNCT dpc-452 323 1 br br PROPN dpc-452 323 2 j j PROPN dpc-452 323 3 dermatol dermatol NOUN dpc-452 323 4 . . PUNCT dpc-452 324 1 2008;159(2):331 2008;159(2):331 NUM dpc-452 324 2 - - SYM dpc-452 324 3 336 336 NUM dpc-452 324 4 . . PUNCT dpc-452 325 1 doi doi NOUN dpc-452 325 2 : : PUNCT dpc-452 325 3 10.1111 10.1111 NUM dpc-452 325 4 / / SYM dpc-452 325 5 j.1365 j.1365 NOUN dpc-452 325 6 - - PUNCT dpc-452 325 7 2133.2008.08649.x 2133.2008.08649.x NUM dpc-452 325 8 . . PUNCT dpc-452 326 1 29 29 NUM dpc-452 326 2 . . PUNCT dpc-452 327 1 schiffner schiffner PROPN dpc-452 327 2 r r NOUN dpc-452 327 3 , , PUNCT dpc-452 327 4 schiffner schiffner NOUN dpc-452 327 5 - - PUNCT dpc-452 327 6 rohe rohe PROPN dpc-452 327 7 j j PROPN dpc-452 327 8 , , PUNCT dpc-452 327 9 landthaler landthaler PROPN dpc-452 327 10 m m PROPN dpc-452 327 11 , , PUNCT dpc-452 327 12 stolz stolz PROPN dpc-452 327 13 w. w. PROPN dpc-452 327 14 long long ADJ dpc-452 327 15 - - PUNCT dpc-452 327 16 term term NOUN dpc-452 327 17 dermoscopic dermoscopic ADJ dpc-452 327 18 follow follow NOUN dpc-452 327 19 - - PUNCT dpc-452 327 20 up up NOUN dpc-452 327 21 of of ADP dpc-452 327 22 melanocytic melanocytic ADJ dpc-452 327 23 naevi naevi NOUN dpc-452 327 24 : : PUNCT dpc-452 327 25 clinical clinical ADJ dpc-452 327 26 outcome outcome NOUN dpc-452 327 27 and and CCONJ dpc-452 327 28 patient patient ADJ dpc-452 327 29 compliance compliance NOUN dpc-452 327 30 . . PUNCT dpc-452 328 1 br br PROPN dpc-452 328 2 j j PROPN dpc-452 328 3 dermatol dermatol NOUN dpc-452 328 4 . . PUNCT dpc-452 329 1 2003;149(1):79 2003;149(1):79 NUM dpc-452 329 2 - - SYM dpc-452 329 3 86 86 NUM dpc-452 329 4 . . PUNCT dpc-452 330 1 doi doi NOUN dpc-452 330 2 : : PUNCT dpc-452 330 3 10.1046 10.1046 NUM dpc-452 330 4 / / SYM dpc-452 330 5 j.1365 j.1365 NOUN dpc-452 330 6 - - PUNCT dpc-452 330 7 2133.2003.05409.x 2133.2003.05409.x NOUN dpc-452 330 8 . . PUNCT dpc-452 331 1 30 30 NUM dpc-452 331 2 . . PUNCT dpc-452 332 1 rinner rinner NOUN dpc-452 332 2 c c PROPN dpc-452 332 3 , , PUNCT dpc-452 332 4 tschandl tschandl NOUN dpc-452 332 5 p p NOUN dpc-452 332 6 , , PUNCT dpc-452 332 7 sinz sinz PROPN dpc-452 332 8 c c NOUN dpc-452 332 9 , , PUNCT dpc-452 332 10 kittler kittler NOUN dpc-452 332 11 h. h. PROPN dpc-452 332 12 long long ADJ dpc-452 332 13 - - PUNCT dpc-452 332 14 term term NOUN dpc-452 332 15 evaluation evaluation NOUN dpc-452 332 16 of of ADP dpc-452 332 17 the the DET dpc-452 332 18 efficacy efficacy NOUN dpc-452 332 19 of of ADP dpc-452 332 20 digital digital ADJ dpc-452 332 21 dermatoscopy dermatoscopy NOUN dpc-452 332 22 monitoring monitor VERB dpc-452 332 23 at at ADP dpc-452 332 24 a a DET dpc-452 332 25 tertiary tertiary ADJ dpc-452 332 26 referral referral NOUN dpc-452 332 27 center center NOUN dpc-452 332 28 . . PUNCT dpc-452 333 1 j j PROPN dpc-452 333 2 dtsch dtsch PROPN dpc-452 333 3 dermatol dermatol NOUN dpc-452 333 4 ges ge NOUN dpc-452 333 5 . . PROPN dpc-452 333 6 2017;15(5):517 2017;15(5):517 PROPN dpc-452 333 7 - - PUNCT dpc-452 333 8 522 522 NUM dpc-452 333 9 . . PUNCT dpc-452 334 1 31 31 NUM dpc-452 334 2 . . PUNCT dpc-452 335 1 gadens gadens PROPN dpc-452 335 2 ga ga PROPN dpc-452 335 3 . . PROPN dpc-452 335 4 lack lack NOUN dpc-452 335 5 of of ADP dpc-452 335 6 compliance compliance NOUN dpc-452 335 7 : : PUNCT dpc-452 335 8 a a DET dpc-452 335 9 challenge challenge NOUN dpc-452 335 10 for for ADP dpc-452 335 11 digital digital ADJ dpc-452 335 12 dermoscopy dermoscopy NOUN dpc-452 335 13 follow follow NOUN dpc-452 335 14 - - PUNCT dpc-452 335 15 up up NOUN dpc-452 335 16 . . PUNCT dpc-452 336 1 an an DET dpc-452 336 2 bras bras NOUN dpc-452 336 3 dermatol dermatol NOUN dpc-452 336 4 . . PUNCT dpc-452 337 1 2014;89(2):242 2014;89(2):242 NUM dpc-452 337 2 - - SYM dpc-452 337 3 244 244 NUM dpc-452 337 4 . . PUNCT dpc-452 338 1 doi doi NOUN dpc-452 338 2 : : PUNCT dpc-452 338 3 10.1590 10.1590 NUM dpc-452 338 4 / / SYM dpc-452 338 5 abd1806 abd1806 NOUN dpc-452 338 6 - - PUNCT dpc-452 338 7 4841.20142547 4841.20142547 NOUN dpc-452 338 8 . . PUNCT dpc-452 339 1 32 32 NUM dpc-452 339 2 . . PUNCT dpc-452 340 1 kittler kittler PROPN dpc-452 340 2 h h PROPN dpc-452 340 3 , , PUNCT dpc-452 340 4 binder binder NOUN dpc-452 340 5 m. m. NOUN dpc-452 340 6 risks risk NOUN dpc-452 340 7 and and CCONJ dpc-452 340 8 benefits benefit NOUN dpc-452 340 9 of of ADP dpc-452 340 10 sequential sequential ADJ dpc-452 340 11 imaging imaging NOUN dpc-452 340 12 of of ADP dpc-452 340 13 melanocytic melanocytic ADJ dpc-452 340 14 skin skin NOUN dpc-452 340 15 lesions lesion NOUN dpc-452 340 16 in in ADP dpc-452 340 17 patients patient NOUN dpc-452 340 18 with with ADP dpc-452 340 19 multiple multiple ADJ dpc-452 340 20 atypical atypical ADJ dpc-452 340 21 nevi nevi NOUN dpc-452 340 22 . . PUNCT dpc-452 341 1 arch arch ADJ dpc-452 341 2 dermatol dermatol NOUN dpc-452 341 3 . . PUNCT dpc-452 342 1 2001;137(12):1590 2001;137(12):1590 NUM dpc-452 342 2 - - SYM dpc-452 342 3 1595 1595 NUM dpc-452 342 4 . . PUNCT dpc-452 343 1 doi doi NOUN dpc-452 343 2 : : PUNCT dpc-452 343 3 10.1001 10.1001 NUM dpc-452 343 4 / / SYM dpc-452 343 5 archderm archderm NOUN dpc-452 343 6 . . PUNCT dpc-452 344 1 137.12.1590 137.12.1590 NUM dpc-452 344 2 . . PROPN dpc-452 344 3 33 33 NUM dpc-452 344 4 . . PUNCT dpc-452 345 1 madigan madigan PROPN dpc-452 345 2 lm lm PROPN dpc-452 345 3 , , PUNCT dpc-452 345 4 treyger treyger NOUN dpc-452 345 5 g g NOUN dpc-452 345 6 , , PUNCT dpc-452 345 7 kohen kohen PROPN dpc-452 345 8 ll ll AUX dpc-452 345 9 . . PUNCT dpc-452 346 1 compliance compliance NOUN dpc-452 346 2 with with ADP dpc-452 346 3 serial serial ADJ dpc-452 346 4 dermoscopic dermoscopic ADJ dpc-452 346 5 monitoring monitoring NOUN dpc-452 346 6 : : PUNCT dpc-452 346 7 an an DET dpc-452 346 8 academic academic ADJ dpc-452 346 9 perspective perspective NOUN dpc-452 346 10 . . PUNCT dpc-452 347 1 j j PROPN dpc-452 347 2 am be AUX dpc-452 347 3 acad acad ADJ dpc-452 347 4 dermatol dermatol NOUN dpc-452 347 5 . . PUNCT dpc-452 348 1 elsevier elsevier NOUN dpc-452 348 2 ; ; PUNCT dpc-452 348 3 2016;75 2016;75 NUM dpc-452 348 4 : : PUNCT dpc-452 348 5 1171–1175 1171–1175 NUM dpc-452 348 6 . . PUNCT dpc-452 349 1 34 34 NUM dpc-452 349 2 . . PUNCT dpc-452 350 1 thomas thomas PROPN dpc-452 350 2 l l PROPN dpc-452 350 3 , , PUNCT dpc-452 350 4 puig puig PROPN dpc-452 350 5 s. s. PROPN dpc-452 350 6 dermoscopy dermoscopy PROPN dpc-452 350 7 , , PUNCT dpc-452 350 8 digital digital ADJ dpc-452 350 9 dermoscopy dermoscopy NOUN dpc-452 350 10 and and CCONJ dpc-452 350 11 other other ADJ dpc-452 350 12 diagnostic diagnostic ADJ dpc-452 350 13 tools tool NOUN dpc-452 350 14 in in ADP dpc-452 350 15 the the DET dpc-452 350 16 early early ADJ dpc-452 350 17 detection detection NOUN dpc-452 350 18 of of ADP dpc-452 350 19 melanoma melanoma NOUN dpc-452 350 20 and and CCONJ dpc-452 350 21 folreview folreview NOUN dpc-452 350 22 | | ADV dpc-452 350 23 dermatol dermatol ADJ dpc-452 350 24 pract pract NOUN dpc-452 350 25 concept concept NOUN dpc-452 350 26 2018;8(3):16 2018;8(3):16 NUM dpc-452 350 27 237 237 NUM dpc-452 350 28 60 60 NUM dpc-452 350 29 . . PUNCT dpc-452 351 1 tromme tromme PROPN dpc-452 351 2 i i PRON dpc-452 351 3 , , PUNCT dpc-452 351 4 devleesschauwer devleesschauwer NOUN dpc-452 351 5 b b NUM dpc-452 351 6 , , PUNCT dpc-452 351 7 beutels beutel NOUN dpc-452 351 8 p p NOUN dpc-452 351 9 , , PUNCT dpc-452 351 10 et et PROPN dpc-452 351 11     SPACE dpc-452 351 12 al al PROPN dpc-452 351 13 . . PROPN dpc-452 351 14 selective selective ADJ dpc-452 351 15 use use NOUN dpc-452 351 16 of of ADP dpc-452 351 17 sequential sequential ADJ dpc-452 351 18 digital digital ADJ dpc-452 351 19 dermoscopy dermoscopy NOUN dpc-452 351 20 imaging imaging NOUN dpc-452 351 21 allows allow VERB dpc-452 351 22 a a DET dpc-452 351 23 cost cost NOUN dpc-452 351 24 reduction reduction NOUN dpc-452 351 25 in in ADP dpc-452 351 26 the the DET dpc-452 351 27 melanoma melanoma NOUN dpc-452 351 28 detection detection NOUN dpc-452 351 29 process process NOUN dpc-452 351 30 : : PUNCT dpc-452 351 31 a a DET dpc-452 351 32 belgian belgian ADJ dpc-452 351 33 study study NOUN dpc-452 351 34 of of ADP dpc-452 351 35 patients patient NOUN dpc-452 351 36 with with ADP dpc-452 351 37 a a DET dpc-452 351 38 single single ADJ dpc-452 351 39 or or CCONJ dpc-452 351 40 a a DET dpc-452 351 41 small small ADJ dpc-452 351 42 number number NOUN dpc-452 351 43 of of ADP dpc-452 351 44 atypical atypical ADJ dpc-452 351 45 nevi nevi NOUN dpc-452 351 46 . . PUNCT dpc-452 352 1 plos plos PROPN dpc-452 352 2 one one NUM dpc-452 352 3 . . PUNCT dpc-452 353 1 2014;9(10):e109339 2014;9(10):e109339 PROPN dpc-452 353 2 . . PUNCT dpc-452 353 3 doi doi NOUN dpc-452 353 4 : : PUNCT dpc-452 353 5 10.1371 10.1371 NUM dpc-452 353 6 / / SYM dpc-452 353 7 journal.pone.0109339 journal.pone.0109339 PROPN dpc-452 353 8 . . PROPN dpc-452 354 1 61 61 NUM dpc-452 354 2 . . PUNCT dpc-452 355 1 goodson goodson PROPN dpc-452 355 2 ag ag PROPN dpc-452 355 3 , , PUNCT dpc-452 355 4 florell florell PROPN dpc-452 355 5 sr sr PROPN dpc-452 355 6 , , PUNCT dpc-452 355 7 hyde hyde PROPN dpc-452 355 8 m m PROPN dpc-452 355 9 , , PUNCT dpc-452 355 10 bowen bowen PROPN dpc-452 355 11 gm gm PROPN dpc-452 355 12 , , PUNCT dpc-452 355 13 grossman grossman PROPN dpc-452 355 14 d. d. PROPN dpc-452 355 15 comparative comparative PROPN dpc-452 355 16 analysis analysis NOUN dpc-452 355 17 of of ADP dpc-452 355 18 total total ADJ dpc-452 355 19 body body NOUN dpc-452 355 20 and and CCONJ dpc-452 355 21 dermatoscopic dermatoscopic VERB dpc-452 355 22 photographic photographic ADJ dpc-452 355 23 monitoring monitoring NOUN dpc-452 355 24 of of ADP dpc-452 355 25 nevi nevi NOUN dpc-452 355 26 in in ADP dpc-452 355 27 similar similar ADJ dpc-452 355 28 patient patient ADJ dpc-452 355 29 populations population NOUN dpc-452 355 30 at at ADP dpc-452 355 31 risk risk NOUN dpc-452 355 32 for for ADP dpc-452 355 33 cutaneous cutaneous ADJ dpc-452 355 34 melanoma melanoma NOUN dpc-452 355 35 . . PUNCT dpc-452 356 1 dermatol dermatol ADJ dpc-452 356 2 surg surg NOUN dpc-452 356 3 . . PUNCT dpc-452 357 1 2010;36(7):1087 2010;36(7):1087 NUM dpc-452 357 2 - - SYM dpc-452 357 3 1098 1098 NUM dpc-452 357 4 . . PUNCT dpc-452 358 1 doi doi NOUN dpc-452 358 2 : : PUNCT dpc-452 358 3 10.1111 10.1111 NUM dpc-452 358 4 / / SYM dpc-452 358 5 j.1524 j.1524 NOUN dpc-452 358 6 - - PUNCT dpc-452 358 7 4725.2010.01589.x 4725.2010.01589.x NOUN dpc-452 358 8 . . PUNCT dpc-452 359 1 62 62 NUM dpc-452 359 2 . . PUNCT dpc-452 360 1 truong truong PROPN dpc-452 360 2 a a PRON dpc-452 360 3 , , PUNCT dpc-452 360 4 strazzulla strazzulla NOUN dpc-452 360 5 l l NOUN dpc-452 360 6 , , PUNCT dpc-452 360 7 march march PROPN dpc-452 360 8 j j PROPN dpc-452 360 9 , , PUNCT dpc-452 360 10 et et PROPN dpc-452 360 11     SPACE dpc-452 360 12 al al PROPN dpc-452 360 13 . . PROPN dpc-452 360 14 reduction reduction NOUN dpc-452 360 15 in in ADP dpc-452 360 16 nevus nevus ADJ dpc-452 360 17 biopsies biopsy NOUN dpc-452 360 18 in in ADP dpc-452 360 19 patients patient NOUN dpc-452 360 20 monitored monitor VERB dpc-452 360 21 by by ADP dpc-452 360 22 total total ADJ dpc-452 360 23 body body NOUN dpc-452 360 24 photography photography NOUN dpc-452 360 25 . . PUNCT dpc-452 361 1 j j PROPN dpc-452 361 2 am be AUX dpc-452 361 3 acad acad ADJ dpc-452 361 4 dermatol dermatol NOUN dpc-452 361 5 . . PUNCT dpc-452 362 1 2016;75(1):135 2016;75(1):135 NOUN dpc-452 362 2 - - PUNCT dpc-452 362 3 143.e5 143.e5 NUM dpc-452 362 4 . . PUNCT dpc-452 363 1 doi doi NOUN dpc-452 363 2 : : PUNCT dpc-452 363 3 10.1016 10.1016 NUM dpc-452 363 4 / / SYM dpc-452 363 5 j. j. PROPN dpc-452 363 6 jaad.2016.02.1152 jaad.2016.02.1152 PROPN dpc-452 363 7 . . PROPN dpc-452 363 8 63 63 NUM dpc-452 363 9 . . PUNCT dpc-452 364 1 korotkov korotkov PROPN dpc-452 364 2 k k PROPN dpc-452 364 3 , , PUNCT dpc-452 364 4 quintana quintana PROPN dpc-452 364 5 j j PROPN dpc-452 364 6 , , PUNCT dpc-452 364 7 puig puig PROPN dpc-452 364 8 s s PART dpc-452 364 9 , , PUNCT dpc-452 364 10 malvehy malvehy PROPN dpc-452 364 11 j j PROPN dpc-452 364 12 , , PUNCT dpc-452 364 13 garcia garcia PROPN dpc-452 364 14 r. r. VERB dpc-452 364 15 a a PRON dpc-452 364 16 new new ADJ dpc-452 364 17 total total ADJ dpc-452 364 18 body body NOUN dpc-452 364 19 scanning scan VERB dpc-452 364 20 system system NOUN dpc-452 364 21 for for ADP dpc-452 364 22 automatic automatic ADJ dpc-452 364 23 change change NOUN dpc-452 364 24 detection detection NOUN dpc-452 364 25 in in ADP dpc-452 364 26 multiple multiple ADJ dpc-452 364 27 pigmented pigmented ADJ dpc-452 364 28 skin skin NOUN dpc-452 364 29 lesions lesion NOUN dpc-452 364 30 . . PUNCT dpc-452 365 1 ieee ieee PROPN dpc-452 365 2 trans trans PROPN dpc-452 365 3 med med PROPN dpc-452 365 4 imaging imaging NOUN dpc-452 365 5 . . PUNCT dpc-452 366 1 2015;34(1):317 2015;34(1):317 NUM dpc-452 366 2 - - SYM dpc-452 366 3 338 338 NUM dpc-452 366 4 . . PUNCT dpc-452 367 1 doi doi NOUN dpc-452 367 2 : : PUNCT dpc-452 367 3 10.1109 10.1109 NUM dpc-452 367 4 / / SYM dpc-452 367 5 tmi.2014.2357715 tmi.2014.2357715 NOUN dpc-452 367 6 . . PROPN dpc-452 367 7 64 64 NUM dpc-452 367 8 . . PUNCT dpc-452 368 1 pellacani pellacani PROPN dpc-452 368 2 g g PROPN dpc-452 368 3 , , PUNCT dpc-452 368 4 pepe pepe PROPN dpc-452 368 5 p p PROPN dpc-452 368 6 , , PUNCT dpc-452 368 7 casari casari PROPN dpc-452 368 8 a a X dpc-452 368 9 , , PUNCT dpc-452 368 10 longo longo PROPN dpc-452 368 11 c. c. PROPN dpc-452 368 12 reflectance reflectance NOUN dpc-452 368 13 confocal confocal ADJ dpc-452 368 14 microscopy microscopy NOUN dpc-452 368 15 as as ADP dpc-452 368 16 a a DET dpc-452 368 17 second second ADJ dpc-452 368 18 - - PUNCT dpc-452 368 19 level level NOUN dpc-452 368 20 examination examination NOUN dpc-452 368 21 in in ADP dpc-452 368 22 skin skin NOUN dpc-452 368 23 oncology oncology NOUN dpc-452 368 24 improves improve VERB dpc-452 368 25 diagnostic diagnostic ADJ dpc-452 368 26 accuracy accuracy NOUN dpc-452 368 27 and and CCONJ dpc-452 368 28 saves save VERB dpc-452 368 29 unnecessary unnecessary ADJ dpc-452 368 30 excisions excision NOUN dpc-452 368 31 : : PUNCT dpc-452 368 32 a a DET dpc-452 368 33 longitudinal longitudinal ADJ dpc-452 368 34 prospective prospective ADJ dpc-452 368 35 study study NOUN dpc-452 368 36 . . PUNCT dpc-452 369 1 br br PROPN dpc-452 369 2 j j PROPN dpc-452 369 3 dermatol dermatol NOUN dpc-452 369 4 . . PUNCT dpc-452 370 1 2014;171(5):1044 2014;171(5):1044 NUM dpc-452 370 2 - - SYM dpc-452 370 3 1051 1051 NUM dpc-452 370 4 . . PUNCT dpc-452 371 1 doi doi NOUN dpc-452 371 2 : : PUNCT dpc-452 371 3 10.1111 10.1111 NUM dpc-452 371 4 / / SYM dpc-452 371 5 bjd.13148 bjd.13148 NOUN dpc-452 371 6 . . PUNCT dpc-452 372 1 65 65 NUM dpc-452 372 2 . . PUNCT dpc-452 373 1 alarcon alarcon PROPN dpc-452 373 2 i i PROPN dpc-452 373 3 , , PUNCT dpc-452 373 4 carrera carrera PROPN dpc-452 373 5 c c PROPN dpc-452 373 6 , , PUNCT dpc-452 373 7 palou palou PROPN dpc-452 373 8 j j PROPN dpc-452 373 9 , , PUNCT dpc-452 373 10 alós alós PROPN dpc-452 373 11 l l PROPN dpc-452 373 12 , , PUNCT dpc-452 373 13 malvehy malvehy PROPN dpc-452 373 14 j j PROPN dpc-452 373 15 , , PUNCT dpc-452 373 16 puig puig PROPN dpc-452 373 17 s. s. PROPN dpc-452 373 18 impact impact NOUN dpc-452 373 19 of of ADP dpc-452 373 20 in in ADP dpc-452 373 21 vivo vivo ADJ dpc-452 373 22 reflectance reflectance NOUN dpc-452 373 23 confocal confocal ADJ dpc-452 373 24 microscopy microscopy NOUN dpc-452 373 25 on on ADP dpc-452 373 26 the the DET dpc-452 373 27 number number NOUN dpc-452 373 28 needed need VERB dpc-452 373 29 to to PART dpc-452 373 30 treat treat VERB dpc-452 373 31 melanoma melanoma NOUN dpc-452 373 32 in in ADP dpc-452 373 33 doubtful doubtful ADJ dpc-452 373 34 lesions lesion NOUN dpc-452 373 35 . . PUNCT dpc-452 374 1 br br PROPN dpc-452 374 2 j j PROPN dpc-452 374 3 dermatol dermatol NOUN dpc-452 374 4 . . PUNCT dpc-452 375 1 2014;170(4):802 2014;170(4):802 ADJ dpc-452 375 2 - - SYM dpc-452 375 3 808 808 NUM dpc-452 375 4 . . PUNCT dpc-452 375 5 doi doi NOUN dpc-452 375 6 : : PUNCT dpc-452 375 7 10.1111 10.1111 NUM dpc-452 375 8 / / SYM dpc-452 375 9 bjd.12678 bjd.12678 NUM dpc-452 375 10 . . NOUN dpc-452 375 11 66 66 NUM dpc-452 375 12 . . PUNCT dpc-452 376 1 lovatto lovatto PROPN dpc-452 376 2 l l PROPN dpc-452 376 3 , , PUNCT dpc-452 376 4 carrera carrera PROPN dpc-452 376 5 c c PROPN dpc-452 376 6 , , PUNCT dpc-452 376 7 salerni salerni PROPN dpc-452 376 8 g g PROPN dpc-452 376 9 , , PUNCT dpc-452 376 10 alós alós PROPN dpc-452 376 11 l l PROPN dpc-452 376 12 , , PUNCT dpc-452 376 13 malvehy malvehy PROPN dpc-452 376 14 j j PROPN dpc-452 376 15 , , PUNCT dpc-452 376 16 puig puig PROPN dpc-452 376 17 s. s. PROPN dpc-452 376 18 in in ADP dpc-452 376 19 vivo vivo ADJ dpc-452 376 20 reflectance reflectance NOUN dpc-452 376 21 confocal confocal ADJ dpc-452 376 22 microscopy microscopy NOUN dpc-452 376 23 of of ADP dpc-452 376 24 equivocal equivocal ADJ dpc-452 376 25 melanocytic melanocytic ADJ dpc-452 376 26 lesions lesion NOUN dpc-452 376 27 detected detect VERB dpc-452 376 28 by by ADP dpc-452 376 29 digital digital ADJ dpc-452 376 30 dermoscopy dermoscopy NOUN dpc-452 376 31 follow follow NOUN dpc-452 376 32 - - PUNCT dpc-452 376 33 up up NOUN dpc-452 376 34 . . PUNCT dpc-452 377 1 j j PROPN dpc-452 377 2 eur eur PROPN dpc-452 377 3 acad acad PROPN dpc-452 377 4 dermatol dermatol NOUN dpc-452 377 5 venereol venereol NOUN dpc-452 377 6 . . PUNCT dpc-452 378 1 2015;29(10):1918 2015;29(10):1918 NUM dpc-452 378 2 - - SYM dpc-452 378 3 1925 1925 NUM dpc-452 378 4 . . PUNCT dpc-452 379 1 doi doi NOUN dpc-452 379 2 : : PUNCT dpc-452 379 3 10.1111 10.1111 NUM dpc-452 379 4 / / SYM dpc-452 379 5 jdv.13067 jdv.13067 NUM dpc-452 379 6 . . NOUN dpc-452 379 7 67 67 NUM dpc-452 379 8 . . PUNCT dpc-452 380 1 stanganelli stanganelli PROPN dpc-452 380 2 i i PROPN dpc-452 380 3 , , PUNCT dpc-452 380 4 longo longo PROPN dpc-452 380 5 c c PROPN dpc-452 380 6 , , PUNCT dpc-452 380 7 mazzoni mazzoni PROPN dpc-452 380 8 l l NOUN dpc-452 380 9 , , PUNCT dpc-452 380 10 et et PROPN dpc-452 380 11     SPACE dpc-452 380 12 al al PROPN dpc-452 380 13 . . PUNCT dpc-452 380 14 integration integration NOUN dpc-452 380 15 of of ADP dpc-452 380 16 reflectance reflectance NOUN dpc-452 380 17 confocal confocal ADJ dpc-452 380 18 microscopy microscopy NOUN dpc-452 380 19 in in ADP dpc-452 380 20 sequential sequential ADJ dpc-452 380 21 dermoscopy dermoscopy NOUN dpc-452 380 22 followup followup NOUN dpc-452 380 23 improves improve VERB dpc-452 380 24 melanoma melanoma NOUN dpc-452 380 25 detection detection NOUN dpc-452 380 26 accuracy accuracy NOUN dpc-452 380 27 . . PUNCT dpc-452 381 1 br br PROPN dpc-452 381 2 j j PROPN dpc-452 381 3 dermatol dermatol NOUN dpc-452 381 4 . . PUNCT dpc-452 382 1 2015;172(2):365 2015;172(2):365 NUM dpc-452 382 2 - - SYM dpc-452 382 3 371 371 NUM dpc-452 382 4 . . PUNCT dpc-452 383 1 doi doi NOUN dpc-452 383 2 : : PUNCT dpc-452 383 3 10.1111 10.1111 NUM dpc-452 383 4 / / SYM dpc-452 383 5 bjd.13373 bjd.13373 PROPN dpc-452 383 6 . . PUNCT dpc-452 384 1 68 68 NUM dpc-452 384 2 . . PUNCT dpc-452 385 1 bogo bogo PROPN dpc-452 385 2 f f PROPN dpc-452 385 3 , , PUNCT dpc-452 385 4 romero romero PROPN dpc-452 385 5 j j PROPN dpc-452 385 6 , , PUNCT dpc-452 385 7 peserico peserico NOUN dpc-452 385 8 e e NOUN dpc-452 385 9 , , PUNCT dpc-452 385 10 black black PROPN dpc-452 385 11 mj mj PROPN dpc-452 385 12 . . PROPN dpc-452 385 13 automated automate VERB dpc-452 385 14 detection detection NOUN dpc-452 385 15 of of ADP dpc-452 385 16 new new ADJ dpc-452 385 17 or or CCONJ dpc-452 385 18 evolving evolve VERB dpc-452 385 19 melanocytic melanocytic ADJ dpc-452 385 20 lesions lesion NOUN dpc-452 385 21 using use VERB dpc-452 385 22 a a DET dpc-452 385 23     SPACE dpc-452 385 24 3d 3d NUM dpc-452 385 25 body body NOUN dpc-452 385 26 model model NOUN dpc-452 385 27 . . PUNCT dpc-452 386 1 med med ADJ dpc-452 386 2 image image NOUN dpc-452 386 3 comput comput NOUN dpc-452 386 4 comput comput PROPN dpc-452 386 5 assist assist NOUN dpc-452 386 6 interv interv ADV dpc-452 386 7 . . PUNCT dpc-452 387 1 2014;17 2014;17 NUM dpc-452 387 2 : : PUNCT dpc-452 387 3 593–600 593–600 NUM dpc-452 387 4 . . PUNCT dpc-452 388 1 69 69 NUM dpc-452 388 2 . . PUNCT dpc-452 389 1 menegola menegola PROPN dpc-452 389 2 a a PRON dpc-452 389 3 , , PUNCT dpc-452 389 4 tavares tavares PROPN dpc-452 389 5 j j PROPN dpc-452 389 6 , , PUNCT dpc-452 389 7 fornaciali fornaciali PROPN dpc-452 389 8 m m PROPN dpc-452 389 9 , , PUNCT dpc-452 389 10 li li PROPN dpc-452 390 1 lt lt PROPN dpc-452 390 2 , , PUNCT dpc-452 390 3 avila avila PROPN dpc-452 390 4 s s PROPN dpc-452 390 5 , , PUNCT dpc-452 390 6 valle valle PROPN dpc-452 390 7 e. e. PROPN dpc-452 390 8 recod recod PROPN dpc-452 390 9 titans titans PROPN dpc-452 390 10 at at ADP dpc-452 390 11 isic isic PROPN dpc-452 390 12 challenge challenge PROPN dpc-452 390 13     SPACE dpc-452 390 14 2017 2017 NUM dpc-452 391 1 [ [ X dpc-452 391 2 internet internet NOUN dpc-452 391 3 ] ] PUNCT dpc-452 391 4 . . PUNCT dpc-452 392 1 arxiv arxiv PROPN dpc-452 393 1 [ [ X dpc-452 393 2 cs.cv cs.cv X dpc-452 393 3 ] ] X dpc-452 393 4 . . PUNCT dpc-452 394 1 2017 2017 NUM dpc-452 394 2 . . PUNCT dpc-452 395 1 available available ADJ dpc-452 395 2 : : PUNCT dpc-452 395 3 http://arxiv.org/abs/1703.04819 http://arxiv.org/abs/1703.04819 NOUN dpc-452 395 4 . . PUNCT dpc-452 396 1 70 70 NUM dpc-452 396 2 . . X dpc-452 397 1 bajaj bajaj PROPN dpc-452 397 2 s s PROPN dpc-452 397 3 , , PUNCT dpc-452 397 4 dusza dusza PROPN dpc-452 397 5 sw sw PROPN dpc-452 397 6 , , PUNCT dpc-452 397 7 marchetti marchetti PROPN dpc-452 397 8 ma ma PROPN dpc-452 397 9 , , PUNCT dpc-452 397 10 et et PROPN dpc-452 397 11     SPACE dpc-452 397 12 al al PROPN dpc-452 397 13 . . PUNCT dpc-452 397 14 growth growth NOUN dpc-452 397 15 - - PUNCT dpc-452 397 16 curve curve NOUN dpc-452 397 17 modeling modeling NOUN dpc-452 397 18 of of ADP dpc-452 397 19 nevi nevi NOUN dpc-452 397 20 with with ADP dpc-452 397 21 a a DET dpc-452 397 22 peripheral peripheral ADJ dpc-452 397 23 globular globular ADJ dpc-452 397 24 pattern pattern NOUN dpc-452 397 25 . . PUNCT dpc-452 398 1 jama jama PROPN dpc-452 398 2 dermatol dermatol NOUN dpc-452 398 3 . . PUNCT dpc-452 399 1 2015;151(12):1338 2015;151(12):1338 NUM dpc-452 399 2 - - SYM dpc-452 399 3 1345 1345 NUM dpc-452 399 4 . . PUNCT dpc-452 400 1 doi doi NOUN dpc-452 400 2 : : PUNCT dpc-452 400 3 10.1001 10.1001 NUM dpc-452 400 4 / / SYM dpc-452 400 5 jamadermatol jamadermatol NOUN dpc-452 400 6 . . PUNCT dpc-452 401 1 2015.2231 2015.2231 X dpc-452 401 2 . . PUNCT dpc-452 402 1 up up ADP dpc-452 402 2 of of ADP dpc-452 402 3 benign benign ADJ dpc-452 402 4 melanocytic melanocytic ADJ dpc-452 402 5 skin skin NOUN dpc-452 402 6 lesions lesion NOUN dpc-452 402 7 by by ADP dpc-452 402 8 digitized digitize VERB dpc-452 402 9 epiluminescence epiluminescence NOUN dpc-452 402 10 microscopy microscopy NOUN dpc-452 402 11 . . PUNCT dpc-452 403 1 melanoma melanoma NOUN dpc-452 403 2 res re NOUN dpc-452 403 3 . . PUNCT dpc-452 404 1 1998;8(5):431 1998;8(5):431 NUM dpc-452 404 2 - - SYM dpc-452 404 3 437 437 NUM dpc-452 404 4 . . PUNCT dpc-452 404 5 doi doi NOUN dpc-452 404 6 : : PUNCT dpc-452 404 7 10.1097/00008390 10.1097/00008390 NUM dpc-452 404 8 - - SYM dpc-452 404 9 199810000 199810000 NUM dpc-452 404 10 - - PUNCT dpc-452 404 11 00008 00008 NUM dpc-452 404 12 . . PUNCT dpc-452 405 1 50 50 NUM dpc-452 405 2 . . X dpc-452 406 1 kittler kittler PROPN dpc-452 406 2 h h PROPN dpc-452 406 3 , , PUNCT dpc-452 406 4 pehamberger pehamberger ADJ dpc-452 406 5 h h NOUN dpc-452 406 6 , , PUNCT dpc-452 406 7 wolff wolff PROPN dpc-452 406 8 k k PROPN dpc-452 406 9 , , PUNCT dpc-452 406 10 binder binder NOUN dpc-452 406 11 m. m. NOUN dpc-452 406 12 follow follow NOUN dpc-452 406 13 - - PUNCT dpc-452 406 14 up up NOUN dpc-452 406 15 of of ADP dpc-452 406 16 melanocytic melanocytic ADJ dpc-452 406 17 skin skin NOUN dpc-452 406 18 lesions lesion NOUN dpc-452 406 19 with with ADP dpc-452 406 20 digital digital ADJ dpc-452 406 21 epiluminescence epiluminescence NOUN dpc-452 406 22 microscopy microscopy NOUN dpc-452 406 23 : : PUNCT dpc-452 406 24 patterns pattern NOUN dpc-452 406 25 of of ADP dpc-452 406 26 modifications modification NOUN dpc-452 406 27 observed observe VERB dpc-452 406 28 in in ADP dpc-452 406 29 early early ADJ dpc-452 406 30 melanoma melanoma NOUN dpc-452 406 31 , , PUNCT dpc-452 406 32 atypical atypical ADJ dpc-452 406 33 nevi nevi NOUN dpc-452 406 34 , , PUNCT dpc-452 406 35 and and CCONJ dpc-452 406 36 common common ADJ dpc-452 406 37 nevi nevi NOUN dpc-452 406 38 . . PUNCT dpc-452 407 1 j j PROPN dpc-452 407 2 am be AUX dpc-452 407 3 acad acad ADJ dpc-452 407 4 dermatol dermatol NOUN dpc-452 407 5 . . PUNCT dpc-452 408 1 2000;43(3):467476 2000;43(3):467476 NUM dpc-452 408 2 . . PUNCT dpc-452 409 1 doi doi NOUN dpc-452 409 2 : : PUNCT dpc-452 409 3 10.1067 10.1067 NUM dpc-452 409 4 / / SYM dpc-452 409 5 mjd.2000.107504 mjd.2000.107504 NOUN dpc-452 409 6 . . PUNCT dpc-452 410 1 51 51 NUM dpc-452 410 2 . . PUNCT dpc-452 410 3 blum blum PROPN dpc-452 410 4 a a PROPN dpc-452 410 5 , , PUNCT dpc-452 410 6 hofmann hofmann PROPN dpc-452 410 7 - - PUNCT dpc-452 410 8 wellenhof wellenhof NOUN dpc-452 410 9 r r NOUN dpc-452 410 10 , , PUNCT dpc-452 410 11 marghoob marghoob NOUN dpc-452 410 12 aa aa NOUN dpc-452 410 13 , , PUNCT dpc-452 410 14 et et PROPN dpc-452 410 15     SPACE dpc-452 410 16 al al PROPN dpc-452 410 17 . . PROPN dpc-452 410 18 recurrent recurrent ADJ dpc-452 410 19 melanocytic melanocytic ADJ dpc-452 410 20 nevi nevi NOUN dpc-452 410 21 and and CCONJ dpc-452 410 22 melanomas melanomas NOUN dpc-452 410 23 in in ADP dpc-452 410 24 dermoscopy dermoscopy NOUN dpc-452 410 25 : : PUNCT dpc-452 410 26 results result NOUN dpc-452 410 27 of of ADP dpc-452 410 28 a a DET dpc-452 410 29 multicenter multicenter ADJ dpc-452 410 30 study study NOUN dpc-452 410 31 of of ADP dpc-452 410 32 the the DET dpc-452 410 33 international international ADJ dpc-452 410 34 dermoscopy dermoscopy NOUN dpc-452 410 35 society society NOUN dpc-452 410 36 . . PUNCT dpc-452 411 1 jama jama PROPN dpc-452 411 2 dermatol dermatol NOUN dpc-452 411 3 . . PUNCT dpc-452 412 1 2014;150(2):138 2014;150(2):138 NUM dpc-452 412 2 - - SYM dpc-452 412 3 145 145 NUM dpc-452 412 4 . . PUNCT dpc-452 413 1 doi doi NOUN dpc-452 413 2 : : PUNCT dpc-452 413 3 10.1001 10.1001 NUM dpc-452 413 4 / / SYM dpc-452 413 5 jamadermatol jamadermatol NOUN dpc-452 413 6 . . PUNCT dpc-452 414 1 2013.6908 2013.6908 NOUN dpc-452 414 2 . . PUNCT dpc-452 415 1 52 52 NUM dpc-452 415 2 . . PUNCT dpc-452 416 1 mcclenahan mcclenahan PROPN dpc-452 416 2 p p PROPN dpc-452 416 3 , , PUNCT dpc-452 416 4 lin lin PROPN dpc-452 416 5 ll ll PROPN dpc-452 416 6 , , PUNCT dpc-452 416 7 tan tan PROPN dpc-452 416 8 j j PROPN dpc-452 416 9 - - PROPN dpc-452 416 10 m m PROPN dpc-452 416 11 , , PUNCT dpc-452 416 12 et et PROPN dpc-452 416 13     SPACE dpc-452 416 14 al al PROPN dpc-452 416 15 . . PUNCT dpc-452 417 1 brafv600e brafv600e VERB dpc-452 417 2 mutation mutation NOUN dpc-452 417 3 status status NOUN dpc-452 417 4 of of ADP dpc-452 417 5 involuting involuting ADJ dpc-452 417 6 and and CCONJ dpc-452 417 7 stable stable ADJ dpc-452 417 8 nevi nevi NOUN dpc-452 417 9 in in ADP dpc-452 417 10 dabrafenib dabrafenib NOUN dpc-452 417 11 therapy therapy NOUN dpc-452 417 12 with with ADP dpc-452 417 13 or or CCONJ dpc-452 417 14 without without ADP dpc-452 417 15 trametinib trametinib NOUN dpc-452 417 16 . . PUNCT dpc-452 418 1 jama jama PROPN dpc-452 418 2 dermatol dermatol NOUN dpc-452 418 3 . . PUNCT dpc-452 419 1 2014;150(10):1079 2014;150(10):1079 NUM dpc-452 419 2 - - SYM dpc-452 419 3 1082 1082 NUM dpc-452 419 4 . . PUNCT dpc-452 420 1 doi doi NOUN dpc-452 420 2 : : PUNCT dpc-452 420 3 10.1001 10.1001 NUM dpc-452 420 4 / / SYM dpc-452 420 5 jamadermatol.2014.436 jamadermatol.2014.436 PROPN dpc-452 420 6 . . PUNCT dpc-452 421 1 53 53 NUM dpc-452 421 2 . . PUNCT dpc-452 422 1 giurcaneanu giurcaneanu PROPN dpc-452 422 2 c c PROPN dpc-452 422 3 , , PUNCT dpc-452 422 4 nitipir nitipir NOUN dpc-452 422 5 c c NOUN dpc-452 422 6 , , PUNCT dpc-452 422 7 popa popa ADJ dpc-452 422 8 lg lg NOUN dpc-452 422 9 , , PUNCT dpc-452 422 10 forsea forsea PROPN dpc-452 422 11 am am PROPN dpc-452 422 12 , , PUNCT dpc-452 422 13 popescu popescu PROPN dpc-452 422 14 i i PROPN dpc-452 422 15 , , PUNCT dpc-452 422 16 bumbacea bumbacea ADJ dpc-452 422 17 rs rs AUX dpc-452 422 18 . . PUNCT dpc-452 423 1 evolution evolution NOUN dpc-452 423 2 of of ADP dpc-452 423 3 melanocytic melanocytic ADJ dpc-452 423 4 nevi nevi NOUN dpc-452 423 5 under under ADP dpc-452 423 6 vemurafenib vemurafenib PROPN dpc-452 423 7 , , PUNCT dpc-452 423 8 followed follow VERB dpc-452 423 9 by by ADP dpc-452 423 10 combination combination NOUN dpc-452 423 11 therapy therapy NOUN dpc-452 423 12 with with ADP dpc-452 423 13 dabrafenib dabrafenib NOUN dpc-452 423 14 and and CCONJ dpc-452 423 15 trametinib trametinib NOUN dpc-452 423 16 for for ADP dpc-452 423 17 metastatic metastatic ADJ dpc-452 423 18 melanoma melanoma NOUN dpc-452 423 19 . . PUNCT dpc-452 424 1 acta acta PROPN dpc-452 424 2 dermatovenerol dermatovenerol PROPN dpc-452 424 3 croat croat PROPN dpc-452 424 4 . . PUNCT dpc-452 425 1 2015;23(2):114 2015;23(2):114 PROPN dpc-452 425 2 - - PUNCT dpc-452 425 3 121 121 NUM dpc-452 425 4 . . PUNCT dpc-452 425 5 54 54 NUM dpc-452 425 6 . . PUNCT dpc-452 426 1 sawada sawada PROPN dpc-452 426 2 m m PROPN dpc-452 426 3 , , PUNCT dpc-452 426 4 ishizaki ishizaki PROPN dpc-452 426 5 s s PROPN dpc-452 426 6 , , PUNCT dpc-452 426 7 kobayashi kobayashi PROPN dpc-452 426 8 k k PROPN dpc-452 426 9 , , PUNCT dpc-452 426 10 dekio dekio VERB dpc-452 426 11 i i PRON dpc-452 426 12 , , PUNCT dpc-452 426 13 tanaka tanaka PROPN dpc-452 426 14 m. m. PROPN dpc-452 426 15 longterm longterm VERB dpc-452 426 16 digital digital ADJ dpc-452 426 17 monitoring monitoring NOUN dpc-452 426 18 in in ADP dpc-452 426 19 the the DET dpc-452 426 20 diagnosis diagnosis NOUN dpc-452 426 21 and and CCONJ dpc-452 426 22 management management NOUN dpc-452 426 23 of of ADP dpc-452 426 24 congenital congenital ADJ dpc-452 426 25 nevi nevi NOUN dpc-452 426 26 of of ADP dpc-452 426 27 the the DET dpc-452 426 28 nail nail NOUN dpc-452 426 29 apparatus apparatus NOUN dpc-452 426 30 showing show VERB dpc-452 426 31 pseudo pseudo NOUN dpc-452 426 32 - - PROPN dpc-452 426 33 hutchinson hutchinson PROPN dpc-452 426 34 ’s ’s PART dpc-452 426 35 sign sign NOUN dpc-452 426 36 . . PUNCT dpc-452 427 1 dermatol dermatol NOUN dpc-452 427 2 pract pract PROPN dpc-452 427 3 concept concept NOUN dpc-452 427 4 . . PUNCT dpc-452 428 1 2014;4(2):37 2014;4(2):37 NUM dpc-452 428 2 - - SYM dpc-452 428 3 40 40 NUM dpc-452 428 4 . . PUNCT dpc-452 429 1 55 55 NUM dpc-452 429 2 . . PUNCT dpc-452 430 1 argenziano argenziano ADJ dpc-452 430 2 g g NOUN dpc-452 430 3 , , PUNCT dpc-452 430 4 cerroni cerroni NOUN dpc-452 430 5 l l NOUN dpc-452 430 6 , , PUNCT dpc-452 430 7 zalaudek zalaudek PROPN dpc-452 431 1 i i PROPN dpc-452 431 2 , , PUNCT dpc-452 431 3 et et PROPN dpc-452 431 4     SPACE dpc-452 431 5 al al PROPN dpc-452 431 6 . . PROPN dpc-452 431 7 accuracy accuracy NOUN dpc-452 431 8 in in ADP dpc-452 431 9 melanoma melanoma NOUN dpc-452 431 10 detection detection NOUN dpc-452 431 11 : : PUNCT dpc-452 431 12 a a DET dpc-452 431 13     SPACE dpc-452 431 14 10 10 NUM dpc-452 431 15 - - PUNCT dpc-452 431 16 year year NOUN dpc-452 431 17 multicenter multicenter NOUN dpc-452 431 18 survey survey NOUN dpc-452 431 19 . . PUNCT dpc-452 432 1 j j PROPN dpc-452 432 2 am be AUX dpc-452 432 3 acad acad ADJ dpc-452 432 4 dermatol dermatol NOUN dpc-452 432 5 . . PUNCT dpc-452 433 1 2012;67(1):54 2012;67(1):54 NUM dpc-452 433 2 - - SYM dpc-452 433 3 59 59 NUM dpc-452 433 4 . . PUNCT dpc-452 433 5 doi doi NOUN dpc-452 433 6 : : PUNCT dpc-452 433 7 10.1016 10.1016 NUM dpc-452 433 8 / / SYM dpc-452 433 9 j.jaad.2011.07.019 j.jaad.2011.07.019 PROPN dpc-452 433 10 . . PUNCT dpc-452 434 1 56 56 NUM dpc-452 434 2 . . PUNCT dpc-452 435 1 gordon gordon PROPN dpc-452 435 2 lg lg PROPN dpc-452 435 3 , , PUNCT dpc-452 435 4 brynes brynes PROPN dpc-452 435 5 j j PROPN dpc-452 435 6 , , PUNCT dpc-452 435 7 baade baade PROPN dpc-452 435 8 pd pd PROPN dpc-452 435 9 , , PUNCT dpc-452 435 10 et et PROPN dpc-452 435 11     SPACE dpc-452 435 12 al al PROPN dpc-452 435 13 . . PUNCT dpc-452 435 14 cost cost NOUN dpc-452 435 15 - - PUNCT dpc-452 435 16 effectiveness effectiveness NOUN dpc-452 435 17 analysis analysis NOUN dpc-452 435 18 of of ADP dpc-452 435 19 a a DET dpc-452 435 20 skin skin NOUN dpc-452 435 21 awareness awareness NOUN dpc-452 435 22 intervention intervention NOUN dpc-452 435 23 for for ADP dpc-452 435 24 early early ADJ dpc-452 435 25 detection detection NOUN dpc-452 435 26 of of ADP dpc-452 435 27 skin skin NOUN dpc-452 435 28 cancer cancer NOUN dpc-452 435 29 targeting target VERB dpc-452 435 30 men man NOUN dpc-452 435 31 older old ADJ dpc-452 435 32 than than ADP dpc-452 435 33     SPACE dpc-452 435 34 50 50 NUM dpc-452 435 35     SPACE dpc-452 435 36 years year NOUN dpc-452 435 37 . . PUNCT dpc-452 436 1 value value NOUN dpc-452 436 2 health health NOUN dpc-452 436 3 . . PUNCT dpc-452 437 1 2017;20(4):593601 2017;20(4):593601 NUM dpc-452 437 2 . . X dpc-452 437 3 doi doi NOUN dpc-452 437 4 : : PUNCT dpc-452 437 5 10.1016 10.1016 NUM dpc-452 437 6 / / SYM dpc-452 437 7 j.jval.2016.12.017 j.jval.2016.12.017 NUM dpc-452 437 8 . . PUNCT dpc-452 438 1 57 57 NUM dpc-452 438 2 . . PUNCT dpc-452 439 1 gilmore gilmore PROPN dpc-452 439 2 s. s. PROPN dpc-452 439 3 melanoma melanoma PROPN dpc-452 439 4 screening screening PROPN dpc-452 439 5 : : PUNCT dpc-452 439 6 informing inform VERB dpc-452 439 7 public public ADJ dpc-452 439 8 health health NOUN dpc-452 439 9 policy policy NOUN dpc-452 439 10 with with ADP dpc-452 439 11 quantitative quantitative ADJ dpc-452 439 12 modelling modelling NOUN dpc-452 439 13 . . PUNCT dpc-452 440 1 plos plos PROPN dpc-452 440 2 one one NUM dpc-452 440 3 . . PUNCT dpc-452 441 1 2017;12(9):e0182349 2017;12(9):e0182349 NUM dpc-452 441 2 . . PUNCT dpc-452 441 3 doi doi NOUN dpc-452 441 4 : : PUNCT dpc-452 441 5 10.1371 10.1371 NUM dpc-452 441 6 / / SYM dpc-452 441 7 journal.pone.0182349 journal.pone.0182349 PROPN dpc-452 441 8 58 58 NUM dpc-452 441 9 . . PUNCT dpc-452 442 1 tromme tromme PROPN dpc-452 442 2 i i PRON dpc-452 442 3 , , PUNCT dpc-452 442 4 legrand legrand PROPN dpc-452 442 5 c c AUX dpc-452 442 6 , , PUNCT dpc-452 442 7 devleesschauwer devleesschauwer NOUN dpc-452 442 8 b b NOUN dpc-452 442 9 , , PUNCT dpc-452 442 10 et et PROPN dpc-452 442 11     SPACE dpc-452 442 12 al al PROPN dpc-452 442 13 . . PUNCT dpc-452 442 14 cost cost NOUN dpc-452 442 15 - - PUNCT dpc-452 442 16 effectiveness effectiveness NOUN dpc-452 442 17 analysis analysis NOUN dpc-452 442 18 in in ADP dpc-452 442 19 melanoma melanoma ADJ dpc-452 442 20 detection detection NOUN dpc-452 442 21 : : PUNCT dpc-452 442 22 a a DET dpc-452 442 23 transition transition NOUN dpc-452 442 24 model model NOUN dpc-452 442 25 applied apply VERB dpc-452 442 26 to to PART dpc-452 442 27 dermoscopy dermoscopy VERB dpc-452 442 28 . . PUNCT dpc-452 443 1 eur eur PROPN dpc-452 443 2 j j PROPN dpc-452 443 3 cancer cancer NOUN dpc-452 443 4 . . PUNCT dpc-452 444 1 2016;67:38 2016;67:38 NUM dpc-452 444 2 - - SYM dpc-452 444 3 45 45 NUM dpc-452 444 4 . . PUNCT dpc-452 445 1 doi doi NOUN dpc-452 445 2 : : PUNCT dpc-452 445 3 10.1016 10.1016 NUM dpc-452 445 4 / / SYM dpc-452 445 5 j. j. PROPN dpc-452 445 6 ejca.2016.07.020 ejca.2016.07.020 PROPN dpc-452 445 7 . . PROPN dpc-452 445 8 59 59 NUM dpc-452 445 9 . . PUNCT dpc-452 446 1 watts watts PROPN dpc-452 446 2 cg cg PROPN dpc-452 446 3 , , PUNCT dpc-452 446 4 cust cust PROPN dpc-452 446 5 ae ae PROPN dpc-452 446 6 , , PUNCT dpc-452 446 7 menzies menzies PROPN dpc-452 446 8 sw sw PROPN dpc-452 446 9 , , PUNCT dpc-452 446 10 mann mann PROPN dpc-452 446 11 gj gj PROPN dpc-452 446 12 , , PUNCT dpc-452 446 13 morton morton PROPN dpc-452 446 14 rl rl PROPN dpc-452 446 15 . . PROPN dpc-452 446 16 costeffectiveness costeffectiveness PROPN dpc-452 446 17 of of ADP dpc-452 446 18 skin skin NOUN dpc-452 446 19 surveillance surveillance NOUN dpc-452 446 20 through through ADP dpc-452 446 21 a a DET dpc-452 446 22 specialized specialized ADJ dpc-452 446 23 clinic clinic NOUN dpc-452 446 24 for for ADP dpc-452 446 25 patients patient NOUN dpc-452 446 26 at at ADP dpc-452 446 27 high high ADJ dpc-452 446 28 risk risk NOUN dpc-452 446 29 of of ADP dpc-452 446 30 melanoma melanoma NOUN dpc-452 446 31 . . PUNCT dpc-452 447 1 j j PROPN dpc-452 447 2 clin clin PROPN dpc-452 447 3 oncol oncol PROPN dpc-452 447 4 . . PUNCT dpc-452 448 1 2017;35(1):6371 2017;35(1):6371 X dpc-452 448 2 . . PUNCT dpc-452 449 1 doi doi NOUN dpc-452 449 2 : : PUNCT dpc-452 449 3 10.1200 10.1200 NUM dpc-452 449 4 / / SYM dpc-452 449 5 jco.2016.68.4308 jco.2016.68.4308 PROPN dpc-452 449 6 . . PUNCT