{"id":"https://openalex.org/W4410064364","doi":"https://doi.org/10.1007/s10791-025-09541-1","title":"SkinSight: advancing deep learning for skin cancer diagnosis and classification","display_name":"SkinSight: advancing deep learning for skin cancer diagnosis and classification","publication_year":2025,"publication_date":"2025-05-04","ids":{"openalex":"https://openalex.org/W4410064364","doi":"https://doi.org/10.1007/s10791-025-09541-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10791-025-09541-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09541-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09541-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09541-1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082505394","display_name":"Nazish Ashfaq","orcid":"https://orcid.org/0009-0007-2405-140X"},"institutions":[{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Nazish Ashfaq","raw_affiliation_strings":["Department of CS, University of Punjab, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CS, University of Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063754412","display_name":"Zobia Suhail","orcid":"https://orcid.org/0000-0002-1140-6255"},"institutions":[{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Zobia Suhail","raw_affiliation_strings":["Department of CS, University of Punjab, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CS, University of Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103135380","display_name":"Adnan Khalid","orcid":"https://orcid.org/0000-0001-9467-8055"},"institutions":[{"id":"https://openalex.org/I59225215","display_name":"Bahria University","ror":"https://ror.org/02v8d7770","country_code":"PK","type":"education","lineage":["https://openalex.org/I59225215"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Adnan Khalid","raw_affiliation_strings":["Department of Computer Science, Bahria University Lahore Campus, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bahria University Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I59225215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002558255","display_name":"Nadeem Sarwar","orcid":"https://orcid.org/0000-0001-8681-6382"},"institutions":[{"id":"https://openalex.org/I59225215","display_name":"Bahria University","ror":"https://ror.org/02v8d7770","country_code":"PK","type":"education","lineage":["https://openalex.org/I59225215"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Nadeem Sarwar","raw_affiliation_strings":["Department of Computer Science, Bahria University Lahore Campus, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Bahria University Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I59225215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037968223","display_name":"Asma Irshad","orcid":"https://orcid.org/0000-0002-0594-5877"},"institutions":[{"id":"https://openalex.org/I172780181","display_name":"University of the Punjab","ror":"https://ror.org/011maz450","country_code":"PK","type":"education","lineage":["https://openalex.org/I172780181"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Asma Irshad","raw_affiliation_strings":["School of Biochemistry and Biotechnology, University of The Punjab, Lahore, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biochemistry and Biotechnology, University of The Punjab, Lahore, Pakistan","institution_ids":["https://openalex.org/I172780181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033942443","display_name":"Orhan Yaman","orcid":"https://orcid.org/0000-0001-9623-2284"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Orhan Yaman","raw_affiliation_strings":["Department of Digital Forensic Engineering, Firat University, Elazig, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Digital Forensic Engineering, Firat University, Elazig, Turkey","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117426388","display_name":"Abeer Alubaidi","orcid":null},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Abeer Alubaidi","raw_affiliation_strings":["Department of Law, College of Shariah andLaw, Taif University, Taif 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Law, College of Shariah andLaw, Taif University, Taif 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052592441","display_name":"Fatma Mohammed Ahmed","orcid":"https://orcid.org/0000-0003-1991-2344"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Fatma M. Ahmed","raw_affiliation_strings":["Department of Law, College of Shariah andLaw, Taif University, Taif 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Law, College of Shariah andLaw, Taif University, Taif 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011625447","display_name":"Faris A. Almalki","orcid":"https://orcid.org/0000-0002-1291-055X"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Faris A. Almalki","raw_affiliation_strings":["Department of Computer Engineering, College of Computers and Information Technology, Taif University, Taif 21944, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computers and Information Technology, Taif University, Taif 21944, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002558255","https://openalex.org/A5011625447","https://openalex.org/A5033942443","https://openalex.org/A5037968223","https://openalex.org/A5052592441","https://openalex.org/A5063754412","https://openalex.org/A5082505394","https://openalex.org/A5103135380","https://openalex.org/A5117426388"],"corresponding_institution_ids":["https://openalex.org/I143396566","https://openalex.org/I172780181","https://openalex.org/I179331831","https://openalex.org/I59225215"],"apc_list":null,"apc_paid":null,"fwci":10.3443,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.9877471,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"28","issue":"1","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":0.9998999834060669,"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":0.9998999834060669,"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":0.9973000288009644,"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/T11306","display_name":"Nonmelanoma Skin Cancer Studies","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/skin-cancer","display_name":"Skin cancer","score":0.6199414730072021},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.600960910320282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5586968660354614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.374017596244812},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.35086458921432495},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3057669997215271},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15382730960845947}],"concepts":[{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.6199414730072021},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.600960910320282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5586968660354614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.374017596244812},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.35086458921432495},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3057669997215271},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15382730960845947}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10791-025-09541-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09541-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09541-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10791-025-09541-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10791-025-09541-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10791-025-09541-1.pdf","source":{"id":"https://openalex.org/S5407036663","display_name":"Discover Computing","issn_l":"2948-2992","issn":["2948-2992"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3417637113","display_name":null,"funder_award_id":"TU-DSPP-2024-139","funder_id":"https://openalex.org/F4320323722","funder_display_name":"Taif University"}],"funders":[{"id":"https://openalex.org/F4320323722","display_name":"Taif University","ror":"https://ror.org/014g1a453"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410064364.pdf","grobid_xml":"https://content.openalex.org/works/W4410064364.grobid-xml"},"referenced_works_count":62,"referenced_works":["https://openalex.org/W97504016","https://openalex.org/W247104752","https://openalex.org/W1644997609","https://openalex.org/W1982704641","https://openalex.org/W2004902747","https://openalex.org/W2021597574","https://openalex.org/W2028140761","https://openalex.org/W2055904272","https://openalex.org/W2061253660","https://openalex.org/W2061576204","https://openalex.org/W2123402141","https://openalex.org/W2171213649","https://openalex.org/W2241348074","https://openalex.org/W2461767603","https://openalex.org/W2564782580","https://openalex.org/W2566174420","https://openalex.org/W2581082771","https://openalex.org/W2607363228","https://openalex.org/W2612806369","https://openalex.org/W2623166637","https://openalex.org/W2735767394","https://openalex.org/W2745104503","https://openalex.org/W2782614058","https://openalex.org/W2782684153","https://openalex.org/W2790641317","https://openalex.org/W2803575519","https://openalex.org/W2806853752","https://openalex.org/W2883746119","https://openalex.org/W2906116968","https://openalex.org/W2912712464","https://openalex.org/W2954996726","https://openalex.org/W2994842153","https://openalex.org/W2999417355","https://openalex.org/W3009596416","https://openalex.org/W3045827876","https://openalex.org/W3048126454","https://openalex.org/W3063495231","https://openalex.org/W3083765235","https://openalex.org/W3091074923","https://openalex.org/W3094329596","https://openalex.org/W3115591251","https://openalex.org/W3118471509","https://openalex.org/W3194284025","https://openalex.org/W4200206451","https://openalex.org/W4205611760","https://openalex.org/W4206626505","https://openalex.org/W4212783130","https://openalex.org/W4223903337","https://openalex.org/W4229921563","https://openalex.org/W4253920039","https://openalex.org/W4284898519","https://openalex.org/W4320492826","https://openalex.org/W4320882205","https://openalex.org/W4380302428","https://openalex.org/W4385810277","https://openalex.org/W4390531915","https://openalex.org/W4391569420","https://openalex.org/W4391613544","https://openalex.org/W4401548308","https://openalex.org/W4402201668","https://openalex.org/W6766394743","https://openalex.org/W7027716524"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"Skin":[0,111],"cancer":[1,133],"is":[2,16,28,47,85,93,138,193],"most":[3,49],"likely":[4],"to":[5,7,99,139,185,196],"disseminate":[6],"other":[8,55],"parts":[9],"of":[10,52,62,90,95,150,154,158,162,167,174,187],"the":[11,48,96,109,197],"human":[12],"body":[13],"if":[14],"it":[15],"not":[17],"detected":[18],"and":[19,32,82,169,202],"treated":[20],"in":[21,64,69],"a":[22,59,101,125,148,152,160,164,170],"timely":[23],"manner.":[24],"Consequently,":[25],"early":[26],"detection":[27],"crucial":[29],"for":[30,72,130,200],"prompt":[31],"effective":[33],"treatment.":[34],"The":[35,88,190],"evident":[36],"similarity":[37],"between":[38],"skin":[39,53,141,204],"conditions":[40],"has":[41,178],"complicated":[42],"medical":[43],"diagnosis.":[44],"Although":[45],"melanoma":[46],"well-known":[50],"form":[51],"cancer,":[54],"diseases":[56],"have":[57,77],"caused":[58],"significant":[60],"number":[61],"deaths":[63],"recent":[65],"years.":[66],"Recent":[67],"advances":[68],"computerized":[70],"methods":[71,199],"mak-":[73],"ing":[74],"these":[75],"diagnoses":[76],"made":[78],"them":[79],"more":[80],"accurate":[81],"quicker,":[83],"which":[84],"very":[86],"encouraging.":[87],"absence":[89],"sizable":[91],"datasets":[92],"one":[94],"greatest":[97],"obstacles":[98],"developing":[100],"reliable":[102],"automatic":[103],"classification":[104],"system.":[105],"For":[106],"this":[107],"purpose,":[108],"ISIC":[110],"Lesion":[112],"Classification":[113],"Challenge":[114],"provided":[115],"25331":[116],"images":[117],"from":[118],"eight":[119],"distinct":[120],"classifications.":[121],"This":[122],"paper":[123],"presents":[124],"CNN-based":[126],"deep":[127],"learning":[128],"model":[129],"cuta-":[131],"neous":[132],"detection.":[134],"Its":[135],"primary":[136],"objective":[137],"categorize":[140],"lesions":[142],"based":[143],"on":[144],"Dermoscope":[145],"images.":[146],"With":[147],"sensitivity":[149],"55.32%,":[151],"specificity":[153],"88.92%,":[155],"an":[156],"accuracy":[157,166,173],"90.18%,":[159],"precision":[161],"91.01%,":[163],"dice":[165],"90.80%,":[168],"jac-":[171],"card":[172],"83.37%,":[175],"our":[176],"method":[177],"yielded":[179],"results":[180],"that":[181],"are":[182],"significantly":[183,194],"superior":[184,195],"those":[186],"existing":[188,198],"methods.":[189],"proposed":[191],"technique":[192],"recognizing":[201],"categorizing":[203],"diseases.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":8}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}