{"id":"https://openalex.org/W7123348552","doi":"https://doi.org/10.1109/iccike67021.2025.11318221","title":"Enhancing Alzheimer's Disease Detection with a Fine-Tuned EfficientNetB3 Model on MRI Images","display_name":"Enhancing Alzheimer's Disease Detection with a Fine-Tuned EfficientNetB3 Model on MRI Images","publication_year":2025,"publication_date":"2025-11-27","ids":{"openalex":"https://openalex.org/W7123348552","doi":"https://doi.org/10.1109/iccike67021.2025.11318221"},"language":"en","primary_location":{"id":"doi:10.1109/iccike67021.2025.11318221","doi":"https://doi.org/10.1109/iccike67021.2025.11318221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccike67021.2025.11318221","pdf_url":null,"source":{"id":"https://openalex.org/S7407088087","display_name":"International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":"https://openalex.org/A5122876353","display_name":"Rajesh Dey","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405283740","display_name":"Gopal Narayan Singh University","ror":"https://ror.org/026fbsz29","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405283740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh Dey","raw_affiliation_strings":["Gopal Narayan Singh University,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gopal Narayan Singh University,India","institution_ids":["https://openalex.org/I4405283740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101592954","display_name":"Deepak Banerjee","orcid":"https://orcid.org/0009-0006-7416-2047","observed_orcids":["https://orcid.org/0009-0006-7416-2047"]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepak Banerjee","raw_affiliation_strings":["Chitkara University Institute of Engineering & Technology, Chitkara, University,Punjab,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering & Technology, Chitkara, University,Punjab,India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086435536","display_name":"Jatin Sharma","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I74319210","display_name":"Chitkara University","ror":"https://ror.org/057d6z539","country_code":"IN","type":"education","lineage":["https://openalex.org/I74319210"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jatin Sharma","raw_affiliation_strings":["Chitkara University Institute of Engineering & Technology,Rajpura,Punjab,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chitkara University Institute of Engineering & Technology,Rajpura,Punjab,India","institution_ids":["https://openalex.org/I74319210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078406894","display_name":"Manish Kumar Singla","orcid":"https://orcid.org/0000-0003-1028-2729","observed_orcids":["https://orcid.org/0000-0003-1028-2729"]},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manish Kumar Singla","raw_affiliation_strings":["Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,India,602105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences,Chennai,India,602105","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5122862596","display_name":"Ashish Kumar Singh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Kumar Singh","raw_affiliation_strings":["Graphic Era (Deemed to be) University,Department of Electronics and Communication Engineering,Dehradun"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graphic Era (Deemed to be) University,Department of Electronics and Communication Engineering,Dehradun","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072103737","display_name":"Monish Khan","orcid":"https://orcid.org/0000-0003-4755-8338","observed_orcids":["https://orcid.org/0000-0003-4755-8338"]},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mudassir Khan","raw_affiliation_strings":["King Khalid University, Guraiger,Abha,Saudi Arabia,62521"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Khalid University, Guraiger,Abha,Saudi Arabia,62521","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5122848886","display_name":"Rupali Atul Mahajan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405261743","display_name":"Vishwakarma Institute of Technology","ror":"https://ror.org/05sj18h57","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405261743"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rupali Atul Mahajan","raw_affiliation_strings":["Vishwakarma Institute of Technology,Pune,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vishwakarma Institute of Technology,Pune,India","institution_ids":["https://openalex.org/I4405261743"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9901999831199646,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0010999999940395355,"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"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.0007999999797903001,"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/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.9190000295639038},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"magnetic resonance imaging","score":0.5830000042915344},{"id":"https://openalex.org/keywords/efficientnet-b3","display_name":"EfficientNetB3","score":0.9959999918937683},{"id":"https://openalex.org/keywords/transfer-learning","display_name":"transfer learning","score":0.8169999718666077},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.7250000238418579},{"id":"https://openalex.org/keywords/early-diagnosis","display_name":"early diagnosis","score":0.675000011920929},{"id":"https://openalex.org/keywords/dementia-severity","display_name":"dementia severity","score":0.5049999952316284}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6786999702453613},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6377000212669373},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49570000171661377},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49309998750686646},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4758000075817108},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.42179998755455017},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.40560001134872437},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37860000133514404},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3634999990463257},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.3440000116825104},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.33090001344680786},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.3296000063419342},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3208000063896179},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.28540000319480896},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.27219998836517334}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccike67021.2025.11318221","doi":"https://doi.org/10.1109/iccike67021.2025.11318221","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccike67021.2025.11318221","pdf_url":null,"source":{"id":"https://openalex.org/S7407088087","display_name":"International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9537000060081482}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W4387404297","https://openalex.org/W4389388672","https://openalex.org/W4391129785","https://openalex.org/W4394980570","https://openalex.org/W4399546618","https://openalex.org/W4400034552","https://openalex.org/W4401754231","https://openalex.org/W4404075368","https://openalex.org/W4404995513","https://openalex.org/W4408176170"],"related_works":["https://openalex.org/W7133511986","https://openalex.org/W7125781691","https://openalex.org/W7166440677","https://openalex.org/W7131843064","https://openalex.org/W3199690700","https://openalex.org/W7131424280","https://openalex.org/W7130613958","https://openalex.org/W7134241709","https://openalex.org/W4414795842","https://openalex.org/W4413295105"],"abstract_inverted_index":{"The":[0,26,69,104],"research":[1],"is":[2],"dedicated":[3],"to":[4,13,54,97],"the":[5,17,56,59,66,73,99,102,107,110],"design":[6],"and":[7,15,33,44,92,128],"deployment":[8],"of":[9,19,29,58,65,76,101,112,119],"fine-tuned":[10],"EfficientNetB3":[11,67],"architecture":[12],"detect":[14],"classify":[16],"phases":[18],"Alzheimer":[20],"disease":[21],"(AD)":[22],"using":[23],"MRI":[24,31],"data.":[25],"dataset":[27],"comprised":[28],"5,038":[30],"scans":[32],"was":[34],"divided":[35],"into":[36],"four":[37],"classes":[38],"non-demented,":[39],"very":[40],"mild,":[41],"light":[42],"demented,":[43],"moderate":[45],"demented.":[46],"Initially":[47],"trained":[48],"on":[49],"ImageNet,":[50],"feature":[51],"extractors":[52],"assisted":[53],"improve":[55],"accuracy":[57,91],"AD":[60],"stage":[61],"classification":[62,83],"through":[63],"refinement":[64],"architecture.":[68],"procedure":[70],"could":[71],"divide":[72],"numerous":[74],"stages":[75],"Alzheimer's":[77],"with":[78],"an":[79],"astonishing":[80],"99":[81],"%":[82],"rate.":[84],"Performance":[85],"criteria":[86],"such":[87],"as":[88],"F1-score,":[89],"recall,":[90],"confusion":[93],"matrix":[94],"were":[95],"used":[96],"evaluate":[98],"resilience":[100],"model.":[103],"results":[105],"indicate":[106],"potential":[108],"in":[109,116,125],"use":[111],"deep":[113],"learning":[114],"models":[115],"early-stage":[117],"diagnosis":[118],"Alzheimer,":[120],"hence":[121],"a":[122],"useful":[123],"tool":[124],"clinical":[126],"applications":[127],"decisions.":[129]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-01-14T00:00:00"}
