{"id":"https://openalex.org/W4399932823","doi":"https://doi.org/10.1145/3660853.3660924","title":"Transforming Dermatological Diagnosis: Deep Learning Approaches for Skin Disease Detection in the Digital Era","display_name":"Transforming Dermatological Diagnosis: Deep Learning Approaches for Skin Disease Detection in the Digital Era","publication_year":2024,"publication_date":"2024-05-25","ids":{"openalex":"https://openalex.org/W4399932823","doi":"https://doi.org/10.1145/3660853.3660924"},"language":"en","primary_location":{"id":"doi:10.1145/3660853.3660924","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660924","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660924","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660924","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100726938","display_name":"Ankit Yadav","orcid":"https://orcid.org/0009-0003-9137-7670"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ankit Yadav","raw_affiliation_strings":["Sharda University, India"],"raw_orcid":"https://orcid.org/0009-0003-9137-7670","affiliations":[{"raw_affiliation_string":"Sharda University, India","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103177990","display_name":"Vinay Sharma","orcid":"https://orcid.org/0009-0008-4993-4556"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinay Sharma","raw_affiliation_strings":["Sharda University, India"],"raw_orcid":"https://orcid.org/0009-0008-4993-4556","affiliations":[{"raw_affiliation_string":"Sharda University, India","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069394869","display_name":"Gaurav Raj","orcid":"https://orcid.org/0000-0002-9806-5923"},"institutions":[{"id":"https://openalex.org/I74885063","display_name":"Sharda University","ror":"https://ror.org/03b6ffh07","country_code":"IN","type":"education","lineage":["https://openalex.org/I74885063"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gaurav Raj","raw_affiliation_strings":["Sharda University, India"],"raw_orcid":"https://orcid.org/0000-0002-9806-5923","affiliations":[{"raw_affiliation_string":"Sharda University, India","institution_ids":["https://openalex.org/I74885063"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021051196","display_name":"Tanupriya Choudhury","orcid":"https://orcid.org/0000-0002-9826-2759"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tanupriya Choudhury","raw_affiliation_strings":["CSE Dept., Graphic Era Deemed to be University, India"],"raw_orcid":"https://orcid.org/0000-0002-9826-2759","affiliations":[{"raw_affiliation_string":"CSE Dept., Graphic Era Deemed to be University, India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093730372","display_name":"Ayan Sar","orcid":null},"institutions":[{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ayan Sar","raw_affiliation_strings":["University of Petroleum and Energy Studies, India"],"raw_orcid":"https://orcid.org/0009-0004-2356-6629","affiliations":[{"raw_affiliation_string":"University of Petroleum and Energy Studies, India","institution_ids":["https://openalex.org/I5847235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077770842","display_name":"Ketan Kotecha","orcid":"https://orcid.org/0000-0003-2653-3780"},"institutions":[{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ketan Kotecha","raw_affiliation_strings":["Symbiosis Institute of Technology, Lavale, Pune, 412115, India., Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University) (SIU), India"],"raw_orcid":"https://orcid.org/0000-0003-2653-3780","affiliations":[{"raw_affiliation_string":"Symbiosis Institute of Technology, Lavale, Pune, 412115, India., Symbiosis Centre for Applied Artificial Intelligence (SCAAI), Symbiosis International (Deemed University) (SIU), India","institution_ids":["https://openalex.org/I244572783"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059156232","display_name":"Turgut \u00d6zseven","orcid":"https://orcid.org/0000-0002-6325-461X"},"institutions":[{"id":"https://openalex.org/I238144855","display_name":"Tokat Gaziosmanpa\u015fa \u00dcniversitesi","ror":"https://ror.org/01rpe9k96","country_code":"TR","type":"education","lineage":["https://openalex.org/I238144855"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Turgut Ozseven","raw_affiliation_strings":["Tokat Gaziosmanpasa University, Turkiye"],"raw_orcid":"https://orcid.org/0000-0002-6325-461X","affiliations":[{"raw_affiliation_string":"Tokat Gaziosmanpasa University, Turkiye","institution_ids":["https://openalex.org/I238144855"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09068115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"254","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9998000264167786,"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":0.9998000264167786,"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/T10837","display_name":"Dermatology and Skin Diseases","score":0.949400007724762,"subfield":{"id":"https://openalex.org/subfields/2708","display_name":"Dermatology"},"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/T11767","display_name":"Poxvirus research and outbreaks","score":0.9143000245094299,"subfield":{"id":"https://openalex.org/subfields/2406","display_name":"Virology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5832738280296326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5816444754600525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5282836556434631},{"id":"https://openalex.org/keywords/dermatology","display_name":"Dermatology","score":0.38787394762039185},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3260438144207001},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3229283094406128}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5832738280296326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5816444754600525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5282836556434631},{"id":"https://openalex.org/C16005928","wikidata":"https://www.wikidata.org/wiki/Q171171","display_name":"Dermatology","level":1,"score":0.38787394762039185},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3260438144207001},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3229283094406128}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3660853.3660924","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660924","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660924","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3660853.3660924","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3660853.3660924","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3660853.3660924","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Cognitive Models and Artificial Intelligence Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399932823.pdf","grobid_xml":"https://content.openalex.org/works/W4399932823.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W2051521434","https://openalex.org/W2064890089","https://openalex.org/W2183341477","https://openalex.org/W2581082771","https://openalex.org/W2919115771","https://openalex.org/W2963946669","https://openalex.org/W2971189227","https://openalex.org/W2982196009","https://openalex.org/W3030708940","https://openalex.org/W3157536872","https://openalex.org/W4200405299","https://openalex.org/W4200566789","https://openalex.org/W4210640141","https://openalex.org/W4214833146","https://openalex.org/W4224995255","https://openalex.org/W4318147799"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3009238340","https://openalex.org/W3116076068","https://openalex.org/W2229312674"],"abstract_inverted_index":{"Recent":[0],"years":[1],"have":[2,163],"seen":[3],"a":[4,54,135,148],"significant":[5],"increase":[6],"in":[7,9,126,159],"interest":[8],"dermatological":[10,57],"pictures":[11],"for":[12,123,182,188],"the":[13,22,41,60,88,97,111,120,129,141,170,183],"detection":[14],"and":[15,38,51,81,90,156],"identification":[16,42,125],"of":[17,25,43,56,72,106,132,137,139,172,185],"skin":[18,26,46,68,197],"diseases":[19],"due":[20],"to":[21,103,150,169,178,195],"rising":[23],"prevalence":[24],"disorders.":[27],"This":[28,175],"study":[29,61,161],"compares":[30],"three":[31,44],"widely":[32],"used":[33,194],"deep":[34],"learning":[35],"models\u2014VGG-16,":[36],"ResNet50,":[37],"Inception":[39,98],"V3\u2014for":[40],"common":[45],"conditions:":[47],"herpes,":[48],"atopic":[49],"dermatitis,":[50],"acne.":[52],"Using":[53],"dataset":[55],"image":[58,189],"data,":[59],"assesses":[62],"how":[63],"well":[64],"each":[65,73,138],"model":[66,74,100,142],"predicts":[67],"diseases.":[69],"The":[70,84],"performance":[71],"was":[75],"assessed":[76],"based":[77],"on":[78],"training":[79],"duration":[80],"computational":[82],"efficacy.":[83],"results":[85],"show":[86],"that":[87,191],"VGG-16":[89],"ResNet50":[91],"models":[92,133,187],"are":[93],"computationally":[94],"efficient,":[95],"but":[96],"V3":[99],"takes":[101],"longer":[102],"train":[104],"because":[105],"its":[107],"complex":[108],"architecture.":[109],"From":[110],"performed":[112],"research,":[113],"these":[114],"findings":[115],"could":[116],"be":[117,193],"utilized":[118],"as":[119,165],"best":[121],"algorithm":[122],"picture":[124],"dermatology.":[127],"Although":[128],"comparison":[130],"analysis":[131],"is":[134,144],"strength":[136],"them,":[140],"selection":[143],"possible":[145,181],"only":[146],"with":[147],"view":[149],"making":[151],"better":[152],"informed":[153],"decision.":[154],"Dermatologists":[155],"researchers":[157],"participating":[158],"this":[160,164],"will":[162,176],"an":[166],"enlightening":[167],"addition":[168],"stockpile":[171],"information":[173],"resources.":[174],"help":[177],"make":[179],"it":[180],"development":[184],"faster":[186],"processing":[190],"can":[192],"comprehend":[196],"conditions.":[198]},"counts_by_year":[],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}