{"id":"https://openalex.org/W2016103386","doi":"https://doi.org/10.1097/cmr.0b013e328335a8ff","title":"Evaluation of cutaneous melanoma thickness by digital dermoscopy analysis: a retrospective study","display_name":"Evaluation of cutaneous melanoma thickness by digital dermoscopy analysis: a retrospective study","publication_year":2010,"publication_date":"2010-04-07","ids":{"openalex":"https://openalex.org/W2016103386","doi":"https://doi.org/10.1097/cmr.0b013e328335a8ff","mag":"2016103386","pmid":"https://pubmed.ncbi.nlm.nih.gov/20375922"},"language":"en","primary_location":{"id":"doi:10.1097/cmr.0b013e328335a8ff","doi":"https://doi.org/10.1097/cmr.0b013e328335a8ff","is_oa":false,"landing_page_url":"https://doi.org/10.1097/cmr.0b013e328335a8ff","pdf_url":null,"source":{"id":"https://openalex.org/S3207524","display_name":"Melanoma Research","issn_l":"0960-8931","issn":["0960-8931","1473-5636"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Melanoma Research","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5075131381","display_name":"Pietro Rubegni","orcid":"https://orcid.org/0000-0002-7762-9312","observed_orcids":["https://orcid.org/0000-0002-7762-9312","https://orcid.org/0000-0001-7156-416X"]},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pietro Rubegni","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences, University of Siena, Siena, Italy. rubegni@unisi.it","Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences, University of Siena, Siena, Italy. rubegni@unisi.it","institution_ids":["https://openalex.org/I102064193"]},{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014725590","display_name":"Gabriele Cevenini","orcid":"https://orcid.org/0000-0002-7212-573X","observed_orcids":["https://orcid.org/0000-0002-7212-573X"]},"institutions":[{"id":"https://openalex.org/I102064193","display_name":"University of Siena","ror":"https://ror.org/01tevnk56","country_code":"IT","type":"education","lineage":["https://openalex.org/I102064193"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Cevenini","raw_affiliation_strings":["Department of Cardiac Surgery and Biomedical Technology, University of Siena"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Cardiac Surgery and Biomedical Technology, University of Siena","institution_ids":["https://openalex.org/I102064193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061246697","display_name":"Paolo Sbano","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Paolo Sbano","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110508782","display_name":"Marco Burroni","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Burroni","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086926559","display_name":"Iris Zalaudek","orcid":"https://orcid.org/0000-0002-7878-4955","observed_orcids":["https://orcid.org/0000-0002-7878-4955"]},"institutions":[{"id":"https://openalex.org/I202276237","display_name":"Medical University of Graz","ror":"https://ror.org/02n0bts35","country_code":"AT","type":"education","lineage":["https://openalex.org/I202276237"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Iris Zalaudek","raw_affiliation_strings":["Division of Dermatology Medical University of Graz, Graz, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Dermatology Medical University of Graz, Graz, Austria","institution_ids":["https://openalex.org/I202276237"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014877066","display_name":"Massimiliano Risulo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimiliano Risulo","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112285866","display_name":"Giordana Dell\u2019Eva","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giordana Dell'Eva","raw_affiliation_strings":["LegaTumori Senese, Siena"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LegaTumori Senese, Siena","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113861094","display_name":"Niccol\u00f2 Nami","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Niccol\u00f2 Nami","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107296238","display_name":"Antonia Martino","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I197809005","display_name":"University of Campania \"Luigi Vanvitelli\"","ror":"https://ror.org/02kqnpp86","country_code":"IT","type":"education","lineage":["https://openalex.org/I197809005"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonia Martino","raw_affiliation_strings":["Department of Dermatology, Second University of Naples, Naples, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Dermatology, Second University of Naples, Naples, Italy","institution_ids":["https://openalex.org/I197809005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073090447","display_name":"Michele Fimiani","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Fimiani","raw_affiliation_strings":["Section of Dermatology, Department of Clinical Medicine and Immunological Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Section of Dermatology, Department of Clinical Medicine and Immunological Sciences","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5075131381"],"corresponding_institution_ids":["https://openalex.org/I102064193"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.1333352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"20","issue":"3","first_page":"212","last_page":"217"},"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":0.0003000000142492354,"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/cutaneous-melanoma","display_name":"cutaneous melanoma","score":0.9909999966621399},{"id":"https://openalex.org/keywords/tumor-thickness","display_name":"tumor thickness","score":0.597000002861023},{"id":"https://openalex.org/keywords/digital-dermoscopy","display_name":"digital dermoscopy","score":0.8769999742507935},{"id":"https://openalex.org/keywords/dermoscopic-features","display_name":"dermoscopic features","score":0.7699999809265137},{"id":"https://openalex.org/keywords/computerized-image-analysis","display_name":"computerized image analysis","score":0.6980000138282776},{"id":"https://openalex.org/keywords/pigmented-skin-lesions","display_name":"pigmented skin lesions","score":0.6890000104904175}],"concepts":[{"id":"https://openalex.org/C199163554","wikidata":"https://www.wikidata.org/wiki/Q1681619","display_name":"Univariate","level":3,"score":0.7395866513252258},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.6681694984436035},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6052719354629517},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.5993646383285522},{"id":"https://openalex.org/C3019719930","wikidata":"https://www.wikidata.org/wiki/Q3910099","display_name":"Predictive value","level":2,"score":0.5324398279190063},{"id":"https://openalex.org/C144301174","wikidata":"https://www.wikidata.org/wiki/Q7893852","display_name":"Univariate analysis","level":3,"score":0.522174596786499},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.5189449787139893},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.41096657514572144},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.38344016671180725},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3373657464981079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32780152559280396},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25891295075416565},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23010018467903137},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.22583085298538208},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000369","descriptor_name":"Aged, 80 and over","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D008545","descriptor_name":"Melanoma","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012878","descriptor_name":"Skin Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015999","descriptor_name":"Multivariate Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D046169","descriptor_name":"Dermoscopy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1097/cmr.0b013e328335a8ff","doi":"https://doi.org/10.1097/cmr.0b013e328335a8ff","is_oa":false,"landing_page_url":"https://doi.org/10.1097/cmr.0b013e328335a8ff","pdf_url":null,"source":{"id":"https://openalex.org/S3207524","display_name":"Melanoma Research","issn_l":"0960-8931","issn":["0960-8931","1473-5636"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","medline","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310315671","host_organization_name":"Lippincott Williams & Wilkins","host_organization_lineage":["https://openalex.org/P4310315671","https://openalex.org/P4310318547"],"host_organization_lineage_names":["Lippincott Williams & Wilkins","Wolters Kluwer"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Melanoma Research","raw_type":"journal-article"},{"id":"pmid:20375922","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20375922","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Melanoma research","raw_type":"Journal Article"},{"id":"pmh:oai:arts.units.it:11368/3096678","doi":null,"is_oa":false,"landing_page_url":"https://hdl.handle.net/11368/3096678","pdf_url":null,"source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:usiena-air.unisi.it:11365/25471","doi":null,"is_oa":false,"landing_page_url":"https://journals.lww.com/melanomaresearch/fulltext/2010/06000/evaluation_of_cutaneous_melanoma_thickness_by.9.aspx","pdf_url":null,"source":{"id":"https://openalex.org/S4377196319","display_name":"Use Siena air (University of Siena)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I102064193","host_organization_name":"University of Siena","host_organization_lineage":["https://openalex.org/I102064193"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1516295016","https://openalex.org/W1731822682","https://openalex.org/W1951046932","https://openalex.org/W1984790258","https://openalex.org/W1994011500","https://openalex.org/W1996976560","https://openalex.org/W1999186892","https://openalex.org/W2004095260","https://openalex.org/W2012613569","https://openalex.org/W2025167095","https://openalex.org/W2046720262","https://openalex.org/W2076245786","https://openalex.org/W2077307030","https://openalex.org/W2083637160","https://openalex.org/W2104602279","https://openalex.org/W2109645636","https://openalex.org/W2131365547","https://openalex.org/W2140959850","https://openalex.org/W2143688449","https://openalex.org/W2144537820","https://openalex.org/W2164195893","https://openalex.org/W2164279601","https://openalex.org/W2331502037","https://openalex.org/W4244042913"],"related_works":["https://openalex.org/W4252668897","https://openalex.org/W2076245786","https://openalex.org/W2328398504","https://openalex.org/W3166443356","https://openalex.org/W3164282570","https://openalex.org/W3209821055","https://openalex.org/W2139900004","https://openalex.org/W2141458573","https://openalex.org/W2164195893","https://openalex.org/W2614991709"],"abstract_inverted_index":{"Digital":[0],"dermoscopy":[1],"analysis":[2,6,16,52,61,77],"(DDA)":[3],"exploits":[4],"computerized":[5],"of":[7,14,17,20,26,59,95,103,144,152,160,174],"digital":[8],"images":[9,69],"and":[10,124,140,158,198],"offers":[11],"the":[12,41,45,92,171,194,212],"possibility":[13],"parametric":[15],"morphological":[18],"aspects":[19],"pigmented":[21],"skin":[22],"lesions":[23],"by":[24,35,49,109],"means":[25],"integration":[27],"with":[28,40],"dedicated":[29],"software.":[30],"We":[31],"conducted":[32,79],"a":[33,57,110,119,137,208],"study":[34],"DDA":[36,74,175,183],"in":[37,56,193,207],"141":[38],"melanomas,":[39],"aim":[42],"assessing":[43],"whether":[44],"numerical":[46],"variables":[47],"extrapolated":[48],"univariate":[50],"logistic":[51,99],"could":[53],"be":[54,205],"used":[55,89],"system":[58],"multivariate":[60],"to":[62,80,90,186],"predict":[63],"melanoma":[64,177],"thickness":[65,178],"before":[66,211],"surgery.":[67],"Melanoma":[68],"were":[70,125,166],"evaluated":[71],"for":[72,97,176],"49":[73],"parameters.":[75],"Logistic":[76],"was":[78,88,107,148,179],"identify":[81],"statistically":[82],"significant":[83],"variables.":[84],"The":[85,101,134,146],"leave-one-out":[86],"method":[87],"evaluate":[91],"predictive":[93,172],"representations":[94],"rules":[96],"stepwise":[98],"classification.":[100],"percentage":[102],"correctly":[104,167],"classified":[105],"cases":[106],"calculated":[108],"classification":[111],"matrix.":[112],"Melanomas":[113],"less":[114],"than":[115,128,131],"1":[116,132],"mm":[117],"had":[118,136],"smaller":[120],"area,":[121],"faded":[122],"borders":[123],"more":[126,141],"symmetrical":[127],"melanomas":[129,155,163],"greater":[130],"mm.":[133],"latter":[135],"bluer":[138],"colour":[139],"random":[142],"disposition":[143],"elements.":[145],"accuracy":[147],"86.5%.":[149],"Specifically,":[150],"97":[151],"108":[153],"thin":[154,199],"(specificity":[156],"89.8%)":[157],"25":[159],"33":[161],"thick":[162,197],"(sensitivity":[164],"75.7%)":[165],"classified.":[168],"In":[169],"conclusion,":[170],"value":[173],"quite":[180],"good.":[181],"Moreover,":[182],"allowed":[184],"us":[185],"know":[187],"objectively":[188],"those":[189],"dermoscopic":[190],"features":[191],"important":[192],"differentiation":[195],"between":[196],"melanoma.":[200],"However,":[201],"further":[202],"studies":[203],"should":[204],"performed":[206],"prospective":[209],"setting":[210],"clinical":[213],"application.":[214]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":3}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}