{"id":"https://openalex.org/W7168129369","doi":"https://doi.org/10.1016/j.compbiomed.2026.111844","title":"An advanced AI-driven deep learning framework for early detection and precise diagnosis of breast cancer from medical images","display_name":"An advanced AI-driven deep learning framework for early detection and precise diagnosis of breast cancer from medical images","publication_year":2026,"publication_date":"2026-07-13","ids":{"openalex":"https://openalex.org/W7168129369","doi":"https://doi.org/10.1016/j.compbiomed.2026.111844","pmid":"https://pubmed.ncbi.nlm.nih.gov/42442269"},"language":"en","primary_location":{"id":"doi:10.1016/j.compbiomed.2026.111844","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2026.111844","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"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":"Computers in Biology and Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108681602","display_name":"R. Karthiga","orcid":null},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I4210101314","display_name":"SRM Dental College","ror":"https://ror.org/01bd1sf38","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210101314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Karthiga","raw_affiliation_strings":["Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Ramapuram, Chennai, India. Electronic address: karthigr1@srmist.edu.in"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, SRM Institute of Science and Technology, Ramapuram, Chennai, India. Electronic address: karthigr1@srmist.edu.in","institution_ids":["https://openalex.org/I145286018","https://openalex.org/I4210101314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139827978","display_name":"M Muthupandi","orcid":null},"institutions":[{"id":"https://openalex.org/I1330855593","display_name":"Vel Tech Rangarajan Dr. Sagunthala R&D Institute of Science and Technology","ror":"https://ror.org/05bc5bx80","country_code":"IN","type":"education","lineage":["https://openalex.org/I1330855593"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"M. Muthupandi","raw_affiliation_strings":["Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, 600 062, India. Electronic address: drmuthupandim@veltech.edu.in"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology, Avadi, Chennai, Tamil Nadu, 600 062, India. Electronic address: drmuthupandim@veltech.edu.in","institution_ids":["https://openalex.org/I1330855593"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050211240","display_name":"S. Priskilla Manonmani","orcid":null},"institutions":[{"id":"https://openalex.org/I290407205","display_name":"Meenakshi Academy of Higher Education and Research","ror":"https://ror.org/04jdy5g59","country_code":"IN","type":"education","lineage":["https://openalex.org/I290407205"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Priskilla Manonmani","raw_affiliation_strings":["Department of Information Technology, Meenakshi\u00a0Sundararajan Engineering College, Kodambakkam, Chennai, India. Electronic address: priskilla.msec@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Meenakshi\u00a0Sundararajan Engineering College, Kodambakkam, Chennai, India. Electronic address: priskilla.msec@gmail.com","institution_ids":["https://openalex.org/I290407205"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140540305","display_name":"R. Rajprabu","orcid":null},"institutions":[{"id":"https://openalex.org/I1323219464","display_name":"Rajarajeswari Medical College and Hospital","ror":"https://ror.org/00gn6h668","country_code":"IN","type":"education","lineage":["https://openalex.org/I1323219464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Rajprabu","raw_affiliation_strings":["Department of Electronics and Communication Engineering Kamaraj College of Engineering & Technology, 625701, India. Electronic address: rajprabucrp@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering Kamaraj College of Engineering & Technology, 625701, India. Electronic address: rajprabucrp@gmail.com","institution_ids":["https://openalex.org/I1323219464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139239560","display_name":"R. Ashok","orcid":null},"institutions":[{"id":"https://openalex.org/I13268429","display_name":"Madurai Kamaraj University","ror":"https://ror.org/04c8e9019","country_code":"IN","type":"education","lineage":["https://openalex.org/I13268429"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Ashok","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India. Electronic address: ashokramasami@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Kamaraj College of Engineering & Technology, Madurai, Tamil Nadu, India. Electronic address: ashokramasami@gmail.com","institution_ids":["https://openalex.org/I13268429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124070514","display_name":"B Sampath Kumar","orcid":null},"institutions":[{"id":"https://openalex.org/I10874241","display_name":"Jawaharlal Nehru Technological University, Hyderabad","ror":"https://ror.org/002tchr49","country_code":"IN","type":"education","lineage":["https://openalex.org/I10874241"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Shravan kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, JB Institute of Engineering and Technology, Hyderabad, Telangana, India. Electronic address: bkshravankumar81@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, JB Institute of Engineering and Technology, Hyderabad, Telangana, India. Electronic address: bkshravankumar81@gmail.com","institution_ids":["https://openalex.org/I10874241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140553501","display_name":"S. Kalaimagal","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129773","display_name":"Institute of Engineering","ror":"https://ror.org/03ny67e60","country_code":"NP","type":"education","lineage":["https://openalex.org/I155028946","https://openalex.org/I4210129773"]}],"countries":["NP"],"is_corresponding":false,"raw_author_name":"S. Kalaimagal","raw_affiliation_strings":["Department of Information Technology, Sri Muthukumaran Institute of Technology , Chennai -69. Electronic address: drsivamunikalaimagal@gmail.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Sri Muthukumaran Institute of Technology , Chennai -69. Electronic address: drsivamunikalaimagal@gmail.com","institution_ids":["https://openalex.org/I4210129773"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036568452","display_name":"V. Samuthira Pandi","orcid":null},"institutions":[{"id":"https://openalex.org/I59611059","display_name":"Institute of Mathematical Sciences","ror":"https://ror.org/05078rg59","country_code":"IN","type":"facility","lineage":["https://openalex.org/I59611059"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"V. Samuthira Pandi","raw_affiliation_strings":["Centre for Advanced Wireless Integrated Technology, Chennai Institute of Technology, Chennai, India. Electronic address: samuthirapandiv@citchennai.net"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Advanced Wireless Integrated Technology, Chennai Institute of Technology, Chennai, India. Electronic address: samuthirapandiv@citchennai.net","institution_ids":["https://openalex.org/I59611059"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5036568452"],"corresponding_institution_ids":["https://openalex.org/I59611059"],"apc_list":{"value":3080,"currency":"USD","value_usd":3080},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74897273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"213","issue":null,"first_page":"111844","last_page":"111844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9587000012397766,"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"}},"topics":[{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9587000012397766,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.009700000286102295,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.004800000227987766,"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/deep-learning","display_name":"Deep learning","score":0.7332000136375427},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.7290999889373779},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.45649999380111694},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.392300009727478},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3546999990940094},{"id":"https://openalex.org/keywords/digital-mammography","display_name":"Digital mammography","score":0.3278000056743622},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.3231000006198883},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.30630001425743103}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7754999995231628},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7332000136375427},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.7290999889373779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839999914169312},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.45649999380111694},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4088999927043915},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3546999990940094},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3343000113964081},{"id":"https://openalex.org/C2781281974","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Digital mammography","level":5,"score":0.3278000056743622},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3231000006198883},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.2851000130176544},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.2842000126838684},{"id":"https://openalex.org/C3020109028","wikidata":"https://www.wikidata.org/wiki/Q9103","display_name":"Breast tissue","level":4,"score":0.28040000796318054},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.27070000767707825},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C2777432617","wikidata":"https://www.wikidata.org/wiki/Q22905905","display_name":"Breast imaging","level":5,"score":0.26179999113082886},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.2549999952316284},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.25450000166893005}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001943","descriptor_name":"Breast Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055088","descriptor_name":"Early Detection of Cancer","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compbiomed.2026.111844","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compbiomed.2026.111844","pdf_url":null,"source":{"id":"https://openalex.org/S44278595","display_name":"Computers in Biology and Medicine","issn_l":"0010-4825","issn":["0010-4825","1879-0534"],"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":"Computers in Biology and Medicine","raw_type":"journal-article"},{"id":"pmid:42442269","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42442269","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers in biology and medicine","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8647188544273376}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2887392554","https://openalex.org/W2914033837","https://openalex.org/W4285791484","https://openalex.org/W4390612545","https://openalex.org/W4391097261","https://openalex.org/W4392765147","https://openalex.org/W4398250354","https://openalex.org/W4405179029","https://openalex.org/W4405447114","https://openalex.org/W4405745042","https://openalex.org/W4406042339","https://openalex.org/W4406488766","https://openalex.org/W4407379643","https://openalex.org/W4407791699","https://openalex.org/W4408359898","https://openalex.org/W4408881461","https://openalex.org/W4410258096","https://openalex.org/W4410545880","https://openalex.org/W4410732892","https://openalex.org/W4411341575","https://openalex.org/W4411507310","https://openalex.org/W4411982075","https://openalex.org/W4412045815","https://openalex.org/W4412994393","https://openalex.org/W4415070995","https://openalex.org/W7087115657"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-07-14T00:00:00"}