{"id":"https://openalex.org/W2187615993","doi":null,"title":"An Automated Dermoscopy Image Analysis Instrument for the Diagnosis of Primary Melanoma","display_name":"An Automated Dermoscopy Image Analysis Instrument for the Diagnosis of Primary Melanoma","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2187615993","mag":"2187615993"},"language":"en","primary_location":{"id":"mag:2187615993","doi":null,"is_oa":false,"landing_page_url":"http://lib.ajaums.ac.ir/booklist/archives%20of%20dermatology_Nov-11_8.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063123689","display_name":"Scott W. Menzies","orcid":"https://orcid.org/0000-0001-6430-6429","observed_orcids":["https://orcid.org/0000-0001-6430-6429"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Scott W. Menzies","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6430-6429","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111771296","display_name":"Leanne Bischof","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leanne Bischof","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002452272","display_name":"Hugues Talbot","orcid":"https://orcid.org/0000-0002-2179-3498","observed_orcids":["https://orcid.org/0000-0002-2179-3498"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hugues Talbot","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-2179-3498","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037080259","display_name":"A. Gutenev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alex Gutenev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077527348","display_name":"Michelle Avramidis","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michelle Avramidis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047447914","display_name":"Livian Wong","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Livian Wong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084467163","display_name":"Sing Kai Lo","orcid":"https://orcid.org/0000-0001-8401-1759","observed_orcids":["https://orcid.org/0000-0001-8401-1759"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sing Kai Lo","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8401-1759","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080426650","display_name":"Geoffrey Mackellar","orcid":"https://orcid.org/0000-0001-5657-6226","observed_orcids":["https://orcid.org/0000-0001-5657-6226"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Geoffrey Mackellar","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5657-6226","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001401934","display_name":"Victor Skladnev","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Victor Skladnev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004941283","display_name":"William H. McCarthy","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"William H. McCarthy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101497999","display_name":"John William Kelly","orcid":"https://orcid.org/0000-0003-0716-8159","observed_orcids":["https://orcid.org/0000-0003-0716-8159"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John W. Kelly","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-0716-8159","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050794265","display_name":"Brad Cranney","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brad Cranney","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069591263","display_name":"Peter Lye","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Lye","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019270957","display_name":"Harold S. Rabinovitz","orcid":"https://orcid.org/0000-0001-6895-9697","observed_orcids":["https://orcid.org/0000-0001-6895-9697"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harold Rabinovitz","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6895-9697","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087972381","display_name":"Margaret Oliviero","orcid":"https://orcid.org/0000-0001-5970-4916","observed_orcids":["https://orcid.org/0000-0001-5970-4916"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Margaret Oliviero","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5970-4916","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101662070","display_name":"Andreas Blum","orcid":"https://orcid.org/0000-0003-4087-5015","observed_orcids":["https://orcid.org/0000-0003-4087-5015"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andreas Blum","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4087-5015","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069563506","display_name":"Alexandra Virol","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alexandra Virol","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110227891","display_name":"Roderick McCleod","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roderick McCleod","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056288611","display_name":"Hiroshi Koga","orcid":"https://orcid.org/0000-0002-0704-8037","observed_orcids":["https://orcid.org/0000-0002-0704-8037"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hiroshi Koga","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0704-8037","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109332724","display_name":"Caron Grin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Caron Grin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033515147","display_name":"Ralph Peter Braun","orcid":"https://orcid.org/0000-0003-1253-8206","observed_orcids":["https://orcid.org/0000-0003-1253-8206"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ralph P. Braun","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1253-8206","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5036092109","display_name":"Robert H. Johr","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert H. Johr","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.00060364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11144","display_name":"melanin and skin pigmentation","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dermoscopy","display_name":"dermoscopy","score":0.6940000057220459},{"id":"https://openalex.org/keywords/primary-melanoma","display_name":"primary melanoma","score":0.734000027179718},{"id":"https://openalex.org/keywords/automated-image-analysis","display_name":"automated image analysis","score":0.8320000171661377},{"id":"https://openalex.org/keywords/melanocytic-lesions","display_name":"melanocytic lesions","score":0.9369999766349792},{"id":"https://openalex.org/keywords/diagnostic-accuracy","display_name":"diagnostic accuracy","score":0.5789999961853027},{"id":"https://openalex.org/keywords/sensitivity-and-specificity","display_name":"sensitivity and specificity","score":0.7319999933242798},{"id":"https://openalex.org/keywords/repeatability","display_name":"repeatability","score":0.6930000185966492},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.6700000166893005},{"id":"https://openalex.org/keywords/pigmented-skin-lesions","display_name":"pigmented skin lesions","score":0.5479999780654907}],"concepts":[{"id":"https://openalex.org/C154020017","wikidata":"https://www.wikidata.org/wiki/Q520171","display_name":"Repeatability","level":2,"score":0.9064488410949707},{"id":"https://openalex.org/C104709138","wikidata":"https://www.wikidata.org/wiki/Q1671540","display_name":"Intraclass correlation","level":3,"score":0.8204871416091919},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.770504355430603},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.7233693599700928},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.479192852973938},{"id":"https://openalex.org/C89838059","wikidata":"https://www.wikidata.org/wiki/Q623738","display_name":"Coefficient of variation","level":2,"score":0.4622836410999298},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.4593544006347656},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.38548535108566284},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.19790050387382507},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1485421359539032},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10226055979728699},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.0},{"id":"https://openalex.org/C171606756","wikidata":"https://www.wikidata.org/wiki/Q506132","display_name":"Psychometrics","level":2,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2187615993","doi":null,"is_oa":false,"landing_page_url":"http://lib.ajaums.ac.ir/booklist/archives%20of%20dermatology_Nov-11_8.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W634054902","https://openalex.org/W1499298437","https://openalex.org/W1968223320","https://openalex.org/W1970589949","https://openalex.org/W1999186892","https://openalex.org/W2034585843","https://openalex.org/W2036932722","https://openalex.org/W2070584516","https://openalex.org/W2075433722","https://openalex.org/W2082267659","https://openalex.org/W2132981609","https://openalex.org/W2133469827","https://openalex.org/W2141403362","https://openalex.org/W2152671973","https://openalex.org/W2169890420"],"related_works":["https://openalex.org/W4297887004","https://openalex.org/W2128186581","https://openalex.org/W2068105180","https://openalex.org/W2050155190","https://openalex.org/W2008148517","https://openalex.org/W2141397610","https://openalex.org/W4402201411","https://openalex.org/W1654904975","https://openalex.org/W2005088335","https://openalex.org/W144701462"],"abstract_inverted_index":{"Results:":[0],"The":[1,58],"melanocytic-only":[2],"diagnostic":[3,86],"model":[4],"was":[5,65,75],"highly":[6],"reproducible":[7],"in":[8,115],"the":[9,96],"test":[10],"set":[11],"and":[12,23,38],"gave":[13],"a":[14,84,111,116],"sensitivity":[15,37],"of":[16,25,46,62,95,110,113],"91%":[17],"(95%":[18,27,67],"confidence":[19],"interval":[20],"[CI],":[21],"86%-96%)":[22],"specificity":[24,39],"68%":[26],"CI,":[28,68],"64%-72%)":[29],"for":[30,88],"melanoma.":[31],"SolarScan":[32,82],"had":[33],"comparable":[34,105],"or":[35,90,106],"superior":[36,107],"(85%":[40],"vs":[41,49,53,56],"65%)":[42],"compared":[43],"with":[44],"those":[45],"experts":[47],"(90%":[48],"59%),":[50],"dermatologists":[51],"(81%":[52],"60%),":[54],"trainees(85%vs36%;P=.06),andgeneralpractitioners(62%":[55],"63%).":[57],"intraclass":[59],"correlation":[60],"coefficient":[61],"intrainstrument":[63],"repeatability":[64],"0.86":[66],"0.83-0.88),":[69],"indicating":[70],"an":[71],"excellent":[72],"repeatability.":[73],"There":[74],"no":[76],"significant":[77],"interinstrument":[78],"variation":[79],"(P=.80).":[80],"Conclusions:":[81],"is":[83,104],"robust":[85],"instrument":[87],"pigmented":[89,92],"partially":[91],"melanocytic":[93],"lesions":[94],"skin.":[97],"Preliminary":[98],"data":[99],"suggest":[100],"that":[101,109],"its":[102],"performance":[103],"to":[108],"range":[112],"cliniciangroups.However,thesefindingsshouldbeconfirmed":[114],"formal":[117],"clinical":[118],"trial.":[119],"Arch":[120],"Dermatol.":[121],"2005;141:1388-1396":[122]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2016-06-24T00:00:00"}