{"id":"https://openalex.org/W7135083219","doi":"https://doi.org/10.1016/j.eswa.2026.131940","title":"Physics-guided transfer learning framework for melanoma detection using optimized visual geometry group networks","display_name":"Physics-guided transfer learning framework for melanoma detection using optimized visual geometry group networks","publication_year":2026,"publication_date":"2026-03-11","ids":{"openalex":"https://openalex.org/W7135083219","doi":"https://doi.org/10.1016/j.eswa.2026.131940"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.131940","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131940","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Law Kumar Singh","orcid":"https://orcid.org/0009-0003-6062-0156"},"institutions":[{"id":"https://openalex.org/I82571370","display_name":"GLA University","ror":"https://ror.org/05fnxgv12","country_code":"IN","type":"education","lineage":["https://openalex.org/I82571370"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Law Kumar Singh","raw_affiliation_strings":["Department of Computer Engineering and Applications, GLA University, 17km Stone, NH-2, Mathura-Delhi Road Mathura, Chaumuhan, Uttar Pradesh 281406, India"],"raw_orcid":"https://orcid.org/0009-0003-6062-0156","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering and Applications, GLA University, 17km Stone, NH-2, Mathura-Delhi Road Mathura, Chaumuhan, Uttar Pradesh 281406, India","institution_ids":["https://openalex.org/I82571370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128898890","display_name":"J. Jeba Emilyn","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Jeba Emilyn","raw_affiliation_strings":["Department of Information Technology, Sona College of Technology, Salem, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Sona College of Technology, Salem, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036153431","display_name":"T. Ramya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T.E. Ramya","raw_affiliation_strings":["Department of Computer Science and Engineering, Kongu Engineering College, Perundurai, Erode, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Kongu Engineering College, Perundurai, Erode, Tamil Nadu, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128906405","display_name":"A. Jansi Rani","orcid":null},"institutions":[{"id":"https://openalex.org/I2802823369","display_name":"ASA College","ror":"https://ror.org/039h3aa75","country_code":"US","type":"education","lineage":["https://openalex.org/I2802823369"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Jansi Rani","raw_affiliation_strings":["Department of Information Technology, Nirmala College for Women, Red Fields, Coimbatore, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Nirmala College for Women, Red Fields, Coimbatore, Tamil Nadu, India","institution_ids":["https://openalex.org/I2802823369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I82571370"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53586926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"318","issue":null,"first_page":"131940","last_page":"131940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.970300018787384,"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":0.970300018787384,"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":0.007199999876320362,"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/T11448","display_name":"Face recognition and analysis","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/skin-cancer","display_name":"Skin cancer","score":0.6254000067710876},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.616599977016449},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5109000205993652},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.49619999527931213},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4620000123977661},{"id":"https://openalex.org/keywords/melanoma","display_name":"Melanoma","score":0.3774000108242035},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7524999976158142},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6492000222206116},{"id":"https://openalex.org/C2777789703","wikidata":"https://www.wikidata.org/wiki/Q192102","display_name":"Skin cancer","level":3,"score":0.6254000067710876},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.616599977016449},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5109000205993652},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.49619999527931213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4620000123977661},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41359999775886536},{"id":"https://openalex.org/C2777658100","wikidata":"https://www.wikidata.org/wiki/Q180614","display_name":"Melanoma","level":2,"score":0.3774000108242035},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.33399999141693115},{"id":"https://openalex.org/C2985322473","wikidata":"https://www.wikidata.org/wiki/Q3044843","display_name":"Cancer detection","level":3,"score":0.3312999904155731},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.32670000195503235},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31540000438690186},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.29490000009536743},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.2513999938964844},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.131940","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131940","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2996981924","https://openalex.org/W4284898519","https://openalex.org/W4293215345","https://openalex.org/W4295868216","https://openalex.org/W4311304837","https://openalex.org/W4318570566","https://openalex.org/W4318825001","https://openalex.org/W4320882205","https://openalex.org/W4324141208","https://openalex.org/W4367303100","https://openalex.org/W4380302428","https://openalex.org/W4381194299","https://openalex.org/W4381988468","https://openalex.org/W4382292469","https://openalex.org/W4385555647","https://openalex.org/W4386030102","https://openalex.org/W4386352888","https://openalex.org/W4389216379","https://openalex.org/W4390175204","https://openalex.org/W4390531915","https://openalex.org/W4391613544","https://openalex.org/W4399074858","https://openalex.org/W4400038747","https://openalex.org/W4402201668","https://openalex.org/W4402322320","https://openalex.org/W4402649145","https://openalex.org/W4403346979","https://openalex.org/W4405219405","https://openalex.org/W4411759176"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-17T06:59:57.516163","created_date":"2026-03-13T00:00:00"}