{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,31]],"date-time":"2026-01-31T16:44:58Z","timestamp":1769877898489,"version":"3.49.0"},"reference-count":37,"publisher":"Elsevier BV","issue":"5","license":[{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2018,5,1]],"date-time":"2018-05-01T00:00:00Z","timestamp":1525132800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"}],"content-domain":{"domain":["clinicalkey.com","clinicalkey.com.au","clinicalkey.es","clinicalkey.fr","clinicalkey.jp","jaad.org","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Journal of the American Academy of Dermatology"],"published-print":{"date-parts":[[2018,5]]},"DOI":"10.1016\/j.jaad.2017.01.049","type":"journal-article","created":{"date-parts":[[2018,4,17]],"date-time":"2018-04-17T13:45:44Z","timestamp":1523972744000},"page":"927-934.e6","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":20,"title":["Performance of a computer-aided digital dermoscopic image analyzer for melanoma detection in 1,076 pigmented skin lesion biopsies"],"prefix":"10.1016","volume":"78","author":[{"given":"Francis","family":"del Rosario","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jessica M.","family":"Farahi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jesse","family":"Drendel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Talayesa","family":"Buntinx-Krieg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joseph","family":"Caravaglio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Renee","family":"Domozych","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephanie","family":"Chapman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Taylor","family":"Braunberger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert P.","family":"Dellavalle","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David A.","family":"Norris","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ramin","family":"Fathi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Theodore","family":"Alkousakis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"key":"10.1016\/j.jaad.2017.01.049_bib1","unstructured":"American Cancer Society. Cancer Facts and Figures 2016. Available at: http:\/\/www.cancer.org\/acs\/groups\/content\/@research\/documents\/document\/acspc-047079.pdf."},{"issue":"5","key":"10.1016\/j.jaad.2017.01.049_bib2","doi-asserted-by":"crossref","first-page":"967","DOI":"10.1016\/j.jaad.2016.07.009","article-title":"Who detects melanoma? Impact of detection patterns on characteristics and prognosis of patients with melanoma","volume":"75","author":"Avil\u00e9s-Izquierdo","year":"2016","journal-title":"J Am Acad Dermatol"},{"issue":"2","key":"10.1016\/j.jaad.2017.01.049_bib3","doi-asserted-by":"crossref","first-page":"69","DOI":"10.1016\/j.artmed.2012.08.002","article-title":"Computerized analysis of pigmented skin lesions: a review","volume":"56","author":"Korotkov","year":"2012","journal-title":"Artif Intell Med"},{"key":"10.1016\/j.jaad.2017.01.049_bib4","doi-asserted-by":"crossref","first-page":"323268","DOI":"10.1155\/2013\/323268","article-title":"Computer aided diagnostic support system for skin cancer: a review of techniques and algorithms","volume":"2013","author":"Masood","year":"2013","journal-title":"Int J Biomed Imaging"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib5","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1001\/archderm.139.3.361","article-title":"Accuracy of computer diagnosis of melanoma","volume":"139","author":"Rosado","year":"2003","journal-title":"Arch Dermatol"},{"issue":"1","key":"10.1016\/j.jaad.2017.01.049_bib6","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1016\/j.sder.2008.01.001","article-title":"Automated diagnostic instruments for cutaneous melanoma","volume":"27","author":"Vestergaard","year":"2008","journal-title":"Semin Cutan Med Surg"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib7","doi-asserted-by":"crossref","first-page":"180","DOI":"10.1097\/CMR.0b013e32832a1e41","article-title":"Computer versus human diagnosis of melanoma: evaluation of the feasibility of an automated diagnostic system in a prospective clinical trial","volume":"19","author":"Dreiseitl","year":"2009","journal-title":"Melanoma Res"},{"key":"10.1016\/j.jaad.2017.01.049_bib8","first-page":"191","article-title":"Applying a decision support system in clinical practice: results from melanoma diagnosis","volume":"2007","author":"Dreiseitl","year":"2007","journal-title":"AMIA Annu Symp Proc"},{"issue":"4","key":"10.1016\/j.jaad.2017.01.049_bib9","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1097\/00008390-200008000-00005","article-title":"Digital epiluminescence microscopy: usefulness in the differential diagnosis of cutaneous pigmentary lesions. A statistical comparison between visual and computer inspection","volume":"10","author":"Bauer","year":"2000","journal-title":"Melanoma Res"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib10","doi-asserted-by":"crossref","first-page":"481","DOI":"10.1046\/j.1365-2133.2002.04978.x","article-title":"Dermoscopic diagnosis by a trained clinician vs a clinician with minimal dermoscopy training vs computer-aided diagnosis of 341 pigmented skin lesions: a comparative study","volume":"147","author":"Piccolo","year":"2002","journal-title":"Br J Dermatol"},{"issue":"4","key":"10.1016\/j.jaad.2017.01.049_bib11","doi-asserted-by":"crossref","first-page":"801","DOI":"10.1046\/j.1365-2133.2003.05547.x","article-title":"Diagnostic and neural analysis of skin cancer (DANAOS). A multicentre study for collection and computer-aided analysis of data from pigmented skin lesions using digital dermoscopy","volume":"149","author":"Hoffmann","year":"2003","journal-title":"Br J Dermatol"},{"issue":"5","key":"10.1016\/j.jaad.2017.01.049_bib12","doi-asserted-by":"crossref","first-page":"1029","DOI":"10.1111\/j.1365-2133.2004.06210.x","article-title":"Digital image analysis for diagnosis of cutaneous melanoma. Development of a highly effective computer algorithm based on analysis of 837 melanocytic lesions","volume":"151","author":"Blum","year":"2004","journal-title":"Br J Dermatol"},{"issue":"2","key":"10.1016\/j.jaad.2017.01.049_bib13","doi-asserted-by":"crossref","first-page":"207","DOI":"10.1111\/j.1600-0846.2011.00555.x","article-title":"Assessment of melanocytic skin lesions with a high-definition laser Doppler imaging system","volume":"18","author":"Hunger","year":"2012","journal-title":"Ski Res Technol"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib14","doi-asserted-by":"crossref","first-page":"368","DOI":"10.1111\/j.1468-3083.2011.04081.x","article-title":"Patient acceptance and diagnostic utility of automated digital image analysis of pigmented skin lesions","volume":"26","author":"Fr\u00fchauf","year":"2012","journal-title":"J Eur Acad Dermatol Venereol"},{"issue":"5","key":"10.1016\/j.jaad.2017.01.049_bib15","doi-asserted-by":"crossref","first-page":"926","DOI":"10.1111\/j.1365-2133.2007.08168.x","article-title":"Can automated dermoscopy image analysis instruments provide added benefit for the dermatologist? A study comparing the results of three systems","volume":"157","author":"Perrinaud","year":"2007","journal-title":"Br J Dermatol"},{"key":"10.1016\/j.jaad.2017.01.049_bib16","series-title":"Computer Vision Techniques for the Diagnosis of Skin Cancer","year":"2013"},{"key":"10.1016\/j.jaad.2017.01.049_bib17","unstructured":"Dynamole software module: a diagnostic aid for the early detection of melanoma. Available at: http:\/\/www.fotofinder-systems.com\/products\/software\/dynamole\/."},{"issue":"1","key":"10.1016\/j.jaad.2017.01.049_bib18","doi-asserted-by":"crossref","first-page":"25","DOI":"10.12788\/j.sder.2016.004","article-title":"Computer-assisted diagnosis of melanoma","volume":"35","author":"Fuller","year":"2016","journal-title":"Semin Cutan Med Surg"},{"issue":"4","key":"10.1016\/j.jaad.2017.01.049_bib19","first-page":"278","article-title":"Pitfalls of an automated dermoscopic analysis system in the differential diagnosis of melanocytic lesions","volume":"22","author":"Biyik Ozkaya","year":"2014","journal-title":"Acta Dermatovenerol Croat"},{"issue":"4","key":"10.1016\/j.jaad.2017.01.049_bib20","doi-asserted-by":"crossref","first-page":"460","DOI":"10.1111\/j.1365-2133.1994.tb03378.x","article-title":"Application of an artificial neural network in epiluminescence microscopy pattern analysis of pigmented skin lesions: a pilot study","volume":"130","author":"Binder","year":"1994","journal-title":"Br J Dermatol"},{"issue":"11","key":"10.1016\/j.jaad.2017.01.049_bib21","doi-asserted-by":"crossref","first-page":"1388","DOI":"10.1001\/archderm.141.11.1388","article-title":"The performance of SolarScan: an automated dermoscopy image analysis instrument for the diagnosis of primary melanoma","volume":"141","author":"Menzies","year":"2005","journal-title":"Arch Dermatol"},{"issue":"11","key":"10.1016\/j.jaad.2017.01.049_bib22","doi-asserted-by":"crossref","first-page":"e76212","DOI":"10.1371\/journal.pone.0076212","article-title":"Computer-aided diagnosis of skin lesions using conventional digital photography: a reliability and feasibility study","volume":"8","author":"Chang","year":"2013","journal-title":"PLoS One"},{"issue":"11","key":"10.1016\/j.jaad.2017.01.049_bib23","doi-asserted-by":"crossref","first-page":"177","DOI":"10.1007\/s10916-015-0354-8","article-title":"A Review of the quantification and classification of pigmented skin lesions: from dedicated to hand-held devices","volume":"39","author":"Filho","year":"2015","journal-title":"J Med Syst"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib24","doi-asserted-by":"crossref","first-page":"591","DOI":"10.1111\/j.1365-2133.2009.09093.x","article-title":"Systematic review of dermoscopy and digital dermoscopy\/artificial intelligence for the diagnosis of melanoma","volume":"161","author":"Rajpara","year":"2009","journal-title":"Br J Dermatol"},{"issue":"1","key":"10.1016\/j.jaad.2017.01.049_bib25","first-page":"1","article-title":"Classification of melanocytic lesions with color and texture analysis using digital image processing","volume":"15","author":"Schindewolf","year":"1993","journal-title":"Anal Quant Cytol Histol"},{"issue":"2","key":"10.1016\/j.jaad.2017.01.049_bib26","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1097\/00008390-199904000-00009","article-title":"Digital videomicroscopy and image analysis with automatic classification for detection of thin melanomas","volume":"9","author":"Seidenari","year":"1999","journal-title":"Melanoma Res"},{"issue":"6","key":"10.1016\/j.jaad.2017.01.049_bib27","doi-asserted-by":"crossref","first-page":"958","DOI":"10.1016\/S0190-9622(94)70264-0","article-title":"Computer image analysis in the diagnosis of melanoma","volume":"31","author":"Green","year":"1994","journal-title":"J Am Acad Dermatol"},{"issue":"5","key":"10.1016\/j.jaad.2017.01.049_bib28","doi-asserted-by":"crossref","first-page":"1099","DOI":"10.1111\/bjd.13121","article-title":"Clinical performance of the Nevisense system in cutaneous melanoma detection: an international, multicentre, prospective and blinded clinical trial on efficacy and safety","volume":"171","author":"Malvehy","year":"2014","journal-title":"Br J Dermatol"},{"issue":"1","key":"10.1016\/j.jaad.2017.01.049_bib29","doi-asserted-by":"crossref","first-page":"48","DOI":"10.1111\/j.1468-3083.2006.01864.x","article-title":"Digital computer analysis of dermatoscopical images of 260 melanocytic skin lesions; perimeter\/area ratio for the differentiation between malignant melanomas and melanocytic nevi","volume":"21","author":"Fikrle","year":"2007","journal-title":"J Eur Acad Dermatol Venereol"},{"issue":"8","key":"10.1016\/j.jaad.2017.01.049_bib30","doi-asserted-by":"crossref","first-page":"1675","DOI":"10.1088\/0031-9155\/50\/8\/004","article-title":"Automated melanoma detection with a novel multispectral imaging system: results of a prospective study","volume":"50","author":"Tomatis","year":"2005","journal-title":"Phys Med Biol"},{"issue":"1","key":"10.1016\/j.jaad.2017.01.049_bib31","doi-asserted-by":"crossref","first-page":"13","DOI":"10.1016\/j.artmed.2013.11.006","article-title":"Performance of a dermoscopy-based computer vision system for the diagnosis of pigmented skin lesions compared with visual evaluation by experienced dermatologists","volume":"60","author":"Zortea","year":"2014","journal-title":"Artif Intell Med"},{"key":"10.1016\/j.jaad.2017.01.049_bib32","doi-asserted-by":"crossref","first-page":"579282","DOI":"10.1155\/2015\/579282","article-title":"Computer-aided decision support for melanoma detection applied on melanocytic and nonmelanocytic skin lesions: a comparison of two systems based on automatic analysis of dermoscopic images","volume":"2015","author":"M\u00f8llersen","year":"2015","journal-title":"Biomed Res Int"},{"issue":"12","key":"10.1016\/j.jaad.2017.01.049_bib33","doi-asserted-by":"crossref","first-page":"1459","DOI":"10.1001\/archderm.135.12.1459","article-title":"Digital dermoscopy analysis for the differentiation of atypical nevi and early melanoma: a new quantitative semiology","volume":"135","author":"Andreassi","year":"1999","journal-title":"Arch Dermatol"},{"key":"10.1016\/j.jaad.2017.01.049_bib34","first-page":"7462","article-title":"A clinically oriented system for melanoma diagnosis using a color representation","volume":"2015","author":"Barata","year":"2015","journal-title":"Conf Proc IEEE Eng Med Biol Soc"},{"issue":"4","key":"10.1016\/j.jaad.2017.01.049_bib35","doi-asserted-by":"crossref","first-page":"679","DOI":"10.1111\/j.1365-2133.2005.06481.x","article-title":"Dysplastic naevus vs in situ melanoma: digital dermoscopy analysis","volume":"152","author":"Burroni","year":"2005","journal-title":"Br J Dermatol"},{"issue":"3","key":"10.1016\/j.jaad.2017.01.049_bib36","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1016\/j.jaad.2006.08.033","article-title":"Evaluation of digital dermoscopy in a pigmented lesion clinic: clinician versus computer assessment of malignancy risk","volume":"56","author":"Boldrick","year":"2007","journal-title":"J Am Acad Dermatol"},{"key":"10.1016\/j.jaad.2017.01.049_bib37","doi-asserted-by":"crossref","first-page":"8","DOI":"10.1186\/1471-5945-5-8","article-title":"Computer-aided dermoscopy for diagnosis of melanoma","volume":"5","author":"Barzegari","year":"2005","journal-title":"BMC Dermatol"}],"container-title":["Journal of the American Academy of Dermatology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0190962217301433?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0190962217301433?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,9,30]],"date-time":"2025-09-30T22:46:49Z","timestamp":1759272409000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0190962217301433"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,5]]},"references-count":37,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2018,5]]}},"alternative-id":["S0190962217301433"],"URL":"https:\/\/doi.org\/10.1016\/j.jaad.2017.01.049","relation":{},"ISSN":["0190-9622"],"issn-type":[{"value":"0190-9622","type":"print"}],"subject":[],"published":{"date-parts":[[2018,5]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Performance of a computer-aided digital dermoscopic image analyzer for melanoma detection in 1,076 pigmented skin lesion biopsies","name":"articletitle","label":"Article Title"},{"value":"Journal of the American Academy of Dermatology","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.jaad.2017.01.049","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2017 by the American Academy of Dermatology, Inc. Published by Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}]}}