{"id":"https://openalex.org/W4396852827","doi":"https://doi.org/10.1145/3647444.3647885","title":"Revolutionizing Skin Cancer Detection: A Comprehensive Review of Deep Learning Methods","display_name":"Revolutionizing Skin Cancer Detection: A Comprehensive Review of Deep Learning Methods","publication_year":2023,"publication_date":"2023-11-23","ids":{"openalex":"https://openalex.org/W4396852827","doi":"https://doi.org/10.1145/3647444.3647885"},"language":"en","primary_location":{"id":"doi:10.1145/3647444.3647885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3647444.3647885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3647444.3647885","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","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/10.1145/3647444.3647885","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030023953","display_name":"Yashika Goyal","orcid":"https://orcid.org/0009-0002-0675-0665"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yashika Goyal","raw_affiliation_strings":["Computer Science Engineering, Dronacharya Group of Institutions, India"],"raw_orcid":"https://orcid.org/0009-0002-0675-0665","affiliations":[{"raw_affiliation_string":"Computer Science Engineering, Dronacharya Group of Institutions, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088497192","display_name":"Raj .","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raj .","raw_affiliation_strings":["Computer Science Engineering, Dronacharya Group of Institutions, India"],"raw_orcid":"https://orcid.org/0009-0008-5269-5031","affiliations":[{"raw_affiliation_string":"Computer Science Engineering, Dronacharya Group of Institutions, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065498276","display_name":"Hari Mohan","orcid":"https://orcid.org/0000-0003-2557-3510"},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Hari Mohan Rai","raw_affiliation_strings":["Department of Cyber Security, International Information Technology University, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0003-2557-3510","affiliations":[{"raw_affiliation_string":"Department of Cyber Security, International Information Technology University, Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102739505","display_name":"Manas Aggarwal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manas Aggarwal","raw_affiliation_strings":["Computer Science Engineering, Dronacharya Group Of Institutions, India"],"raw_orcid":"https://orcid.org/0009-0001-6707-4798","affiliations":[{"raw_affiliation_string":"Computer Science Engineering, Dronacharya Group Of Institutions, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Krishna Saxena","orcid":"https://orcid.org/0009-0001-1893-0332"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krishna Saxena","raw_affiliation_strings":["Computer Science, Dronacharya Group Of Institutions, India"],"raw_orcid":"https://orcid.org/0009-0001-1893-0332","affiliations":[{"raw_affiliation_string":"Computer Science, Dronacharya Group Of Institutions, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088720768","display_name":"Saule Amanzholova","orcid":"https://orcid.org/0000-0002-6779-9393"},"institutions":[{"id":"https://openalex.org/I4210143508","display_name":"International Information Technologies University","ror":"https://ror.org/042dtza69","country_code":"KZ","type":"education","lineage":["https://openalex.org/I4210143508"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Saule Amanzholova","raw_affiliation_strings":["Department of Cyber Security, International Information Technology University, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-6779-9393","affiliations":[{"raw_affiliation_string":"Department of Cyber Security, International Information Technology University, Kazakhstan","institution_ids":["https://openalex.org/I4210143508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5285,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.94444444,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9930999875068665,"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/T11013","display_name":"Skin Protection and Aging","score":0.9336000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6348146200180054},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5804588794708252},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47166669368743896},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.4233691096305847},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20112797617912292}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6348146200180054},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5804588794708252},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47166669368743896},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.4233691096305847},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20112797617912292},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3647444.3647885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3647444.3647885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3647444.3647885","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3647444.3647885","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3647444.3647885","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3647444.3647885","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Conference on Information Management & Machine Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396852827.pdf","grobid_xml":"https://content.openalex.org/works/W4396852827.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W2791443493","https://openalex.org/W2796273481","https://openalex.org/W2806590152","https://openalex.org/W2946696437","https://openalex.org/W2952095355","https://openalex.org/W3033302956","https://openalex.org/W3048126454","https://openalex.org/W3093231035","https://openalex.org/W3114236412","https://openalex.org/W3127949516","https://openalex.org/W3136367749","https://openalex.org/W3158076558","https://openalex.org/W3158436118","https://openalex.org/W3165685657","https://openalex.org/W3198728103","https://openalex.org/W3208871204","https://openalex.org/W3214158495","https://openalex.org/W4226020510","https://openalex.org/W4283526860","https://openalex.org/W4283757235","https://openalex.org/W4296904439","https://openalex.org/W4297537493","https://openalex.org/W4311959437","https://openalex.org/W4353091525","https://openalex.org/W4360897553","https://openalex.org/W4385563491","https://openalex.org/W4386073812"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W4323565446"],"abstract_inverted_index":{"Skin":[0],"cancer,":[1],"a":[2],"widespread":[3],"and":[4,24,67,91,101,118],"potentially":[5],"life-threatening":[6],"ailment":[7],"affecting":[8],"people":[9],"globally,":[10],"underscores":[11],"the":[12,75,96,122],"significance":[13],"of":[14,48,98],"early":[15],"detection.":[16],"Early":[17],"identification":[18],"significantly":[19],"reduces":[20],"treatment":[21],"duration,":[22],"costs,":[23],"patient":[25],"suffering":[26],"compared":[27],"to":[28,53,112,114],"traditional":[29],"treatments":[30],"like":[31],"chemotherapy.":[32],"This":[33],"review":[34,81],"focuses":[35],"on":[36,77],"skin":[37,69,126],"cancer":[38,70],"detection's":[39],"crucial":[40],"role":[41],"in":[42,59,105,121],"healthcare,":[43],"offering":[44],"an":[45],"extensive":[46],"examination":[47],"research":[49],"papers":[50],"from":[51],"2018":[52],"2022.":[54],"Deep":[55],"learning":[56,85],"methods,":[57],"explored":[58],"these":[60],"papers,":[61],"emerge":[62],"as":[63],"robust":[64],"tools":[65],"automating":[66],"improving":[68],"detection":[71],"accuracy,":[72],"thereby":[73],"lightening":[74],"load":[76],"medical":[78],"professionals.":[79],"The":[80,108],"spans":[82],"diverse":[83],"deep":[84],"approaches\u2014convolutional":[86],"neural":[87],"networks,":[88],"transfer":[89],"learning,":[90],"ensemble":[92],"models.":[93],"We":[94],"scrutinize":[95],"use":[97],"various":[99],"datasets":[100],"data":[102],"augmentation":[103],"strategies":[104],"model":[106],"training.":[107],"presented":[109],"findings":[110],"aim":[111],"contribute":[113],"more":[115],"timely,":[116],"accurate,":[117],"accessible":[119],"diagnoses":[120],"ongoing":[123],"battle":[124],"against":[125],"cancer.":[127]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}