{"id":"https://openalex.org/W4411624281","doi":"https://doi.org/10.1007/s12652-025-04984-2","title":"Fostering trust and interpretability in skin cancer classification: a hybrid framework of deep learning and machine learning with explainable AI","display_name":"Fostering trust and interpretability in skin cancer classification: a hybrid framework of deep learning and machine learning with explainable AI","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411624281","doi":"https://doi.org/10.1007/s12652-025-04984-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12652-025-04984-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-025-04984-2","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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":"Aurora Lithe Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I1296725772","display_name":"University of Engineering & Management","ror":"https://ror.org/02decng19","country_code":"IN","type":"education","lineage":["https://openalex.org/I1296725772"]},{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD","IN"],"is_corresponding":true,"raw_author_name":"Aurora Lithe Roy","raw_affiliation_strings":["Department of Computer Science & Engineering, BRAC University, Dhaka, 1212, Bangladesh","Department of Computer Science & Engineering, Institute of Engineering & Management, Kolkata, 700091, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, BRAC University, Dhaka, 1212, Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Institute of Engineering & Management, Kolkata, 700091, India","institution_ids":["https://openalex.org/I1296725772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092522700","display_name":"Abdullah Al Maruf","orcid":"https://orcid.org/0000-0002-2202-552X"},"institutions":[{"id":"https://openalex.org/I4210147955","display_name":"Bangladesh University of Business and Technology","ror":"https://ror.org/0400am365","country_code":"BD","type":"education","lineage":["https://openalex.org/I4210147955"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdullah Al Maruf","raw_affiliation_strings":["Bangladesh University of Business and Technology, Dhaka, 1216, Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bangladesh University of Business and Technology, Dhaka, 1216, Bangladesh","institution_ids":["https://openalex.org/I4210147955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119669027","display_name":"Rayhanul Islam Sony","orcid":"https://orcid.org/0009-0003-0555-5646"},"institutions":[{"id":"https://openalex.org/I165075387","display_name":"Trine University","ror":"https://ror.org/038e0dv78","country_code":"US","type":"education","lineage":["https://openalex.org/I165075387"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rayhanul Islam Sony","raw_affiliation_strings":["Trine University, Angola, 46703, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Trine University, Angola, 46703, USA","institution_ids":["https://openalex.org/I165075387"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Arghya Pranto Roy","orcid":null},"institutions":[{"id":"https://openalex.org/I1296725772","display_name":"University of Engineering & Management","ror":"https://ror.org/02decng19","country_code":"IN","type":"education","lineage":["https://openalex.org/I1296725772"]},{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD","IN"],"is_corresponding":false,"raw_author_name":"Arghya Pranto Roy","raw_affiliation_strings":["Department of Computer Science & Engineering, BRAC University, Dhaka, 1212, Bangladesh","Department of Computer Science & Engineering, Institute of Engineering & Management, Kolkata, 700091, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, BRAC University, Dhaka, 1212, Bangladesh","institution_ids":["https://openalex.org/I5518804"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Institute of Engineering & Management, Kolkata, 700091, India","institution_ids":["https://openalex.org/I1296725772"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093819473","display_name":"Nuzhat Noor Islam Prova","orcid":"https://orcid.org/0009-0000-9534-1761"},"institutions":[{"id":"https://openalex.org/I126863827","display_name":"Pace University","ror":"https://ror.org/047p7y759","country_code":"US","type":"education","lineage":["https://openalex.org/I126863827"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nuzhat Noor Islam Prova","raw_affiliation_strings":["Seidenberg School of CSIS, Pace University, New York City, 10038, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seidenberg School of CSIS, Pace University, New York City, 10038, USA","institution_ids":["https://openalex.org/I126863827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005863795","display_name":"Zeyar Aung","orcid":"https://orcid.org/0000-0001-5990-9305"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Zeyar Aung","raw_affiliation_strings":["Department of Computer Science, Khalifa University of Science and Technology, Abu Dhabi, 127788, UAE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Khalifa University of Science and Technology, Abu Dhabi, 127788, UAE","institution_ids":["https://openalex.org/I176601375"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1296725772","https://openalex.org/I5518804"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3390},"apc_paid":null,"fwci":1.7682,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.862421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"16","issue":"6-7","first_page":"879","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10392","display_name":"Cutaneous Melanoma Detection and Management","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9542999863624573,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.9826565980911255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7430538535118103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7293923497200012},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.7040585875511169},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6275320053100586},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.501833438873291}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.9826565980911255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7430538535118103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7293923497200012},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.7040585875511169},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6275320053100586},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.501833438873291}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12652-025-04984-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12652-025-04984-2","pdf_url":null,"source":{"id":"https://openalex.org/S48031226","display_name":"Journal of Ambient Intelligence and Humanized Computing","issn_l":"1868-5137","issn":["1868-5137","1868-5145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Humanized Computing","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":39,"referenced_works":["https://openalex.org/W2164777277","https://openalex.org/W3098707193","https://openalex.org/W3152744137","https://openalex.org/W3157994709","https://openalex.org/W4205138613","https://openalex.org/W4220704397","https://openalex.org/W4283460001","https://openalex.org/W4283526860","https://openalex.org/W4283698451","https://openalex.org/W4284898519","https://openalex.org/W4285801958","https://openalex.org/W4296995864","https://openalex.org/W4302307683","https://openalex.org/W4307511304","https://openalex.org/W4313503250","https://openalex.org/W4321214126","https://openalex.org/W4322765595","https://openalex.org/W4323317310","https://openalex.org/W4366086714","https://openalex.org/W4382938679","https://openalex.org/W4385276663","https://openalex.org/W4385707683","https://openalex.org/W4385875761","https://openalex.org/W4386001088","https://openalex.org/W4386028544","https://openalex.org/W4386030102","https://openalex.org/W4386476087","https://openalex.org/W4387100990","https://openalex.org/W4388081099","https://openalex.org/W4389639061","https://openalex.org/W4390101428","https://openalex.org/W4390237123","https://openalex.org/W4390399270","https://openalex.org/W4391851185","https://openalex.org/W4398702121","https://openalex.org/W4399369266","https://openalex.org/W4405203823","https://openalex.org/W4406898111","https://openalex.org/W4407338216"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W2961085424","https://openalex.org/W3215138031","https://openalex.org/W4306674287","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W4387369504","https://openalex.org/W3082895349"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-01T08:36:08.643496","created_date":"2025-10-10T00:00:00"}