{"id":"https://openalex.org/W4389982209","doi":"https://doi.org/10.1109/wi-iat59888.2023.00082","title":"Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms*","display_name":"Multi-Planar MRI-Based Classification of Alzheimer's Disease Using Tree-Based Machine Learning Algorithms*","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4389982209","doi":"https://doi.org/10.1109/wi-iat59888.2023.00082"},"language":"en","primary_location":{"id":"doi:10.1109/wi-iat59888.2023.00082","doi":"https://doi.org/10.1109/wi-iat59888.2023.00082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wi-iat59888.2023.00082","pdf_url":null,"source":{"id":"https://openalex.org/S7407087729","display_name":"IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","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":"2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","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/A5059162333","display_name":"Noushath Shaffi","orcid":"https://orcid.org/0000-0001-9243-8402","observed_orcids":["https://orcid.org/0000-0001-9243-8402"]},"institutions":[{"id":"https://openalex.org/I4403386702","display_name":"University of Technology and Applied Sciences-Suhar","ror":"https://ror.org/018g8cj68","country_code":"OM","type":"education","lineage":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]},{"id":"https://openalex.org/I4405258755","display_name":"University of Technology and Applied Sciences","ror":"https://ror.org/0157tcg24","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Noushath Shaffi","raw_affiliation_strings":["UTAS,College of Computing and Inf.Sc,Sohar,Oman","College of Computing and Inf.Sc, UTAS, Sohar, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTAS,College of Computing and Inf.Sc,Sohar,Oman","institution_ids":["https://openalex.org/I4405258755"]},{"raw_affiliation_string":"College of Computing and Inf.Sc, UTAS, Sohar, Oman","institution_ids":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001297836","display_name":"Vimbi Viswan","orcid":"https://orcid.org/0009-0005-4065-4492","observed_orcids":["https://orcid.org/0009-0005-4065-4492"]},"institutions":[{"id":"https://openalex.org/I4403386702","display_name":"University of Technology and Applied Sciences-Suhar","ror":"https://ror.org/018g8cj68","country_code":"OM","type":"education","lineage":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]},{"id":"https://openalex.org/I4405258755","display_name":"University of Technology and Applied Sciences","ror":"https://ror.org/0157tcg24","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Vimbi Viswan","raw_affiliation_strings":["UTAS,College of Computing and Inf.Sc,Sohar,Oman","College of Computing and Inf.Sc, UTAS, Sohar, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTAS,College of Computing and Inf.Sc,Sohar,Oman","institution_ids":["https://openalex.org/I4405258755"]},{"raw_affiliation_string":"College of Computing and Inf.Sc, UTAS, Sohar, Oman","institution_ids":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027525633","display_name":"Mufti Mahmud","orcid":"https://orcid.org/0000-0002-2037-8348","observed_orcids":["https://orcid.org/0000-0002-2037-8348"]},"institutions":[{"id":"https://openalex.org/I52590639","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90","country_code":"GB","type":"education","lineage":["https://openalex.org/I52590639"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mufti Mahmud","raw_affiliation_strings":["Nottingham Trent University,Medical Technologies Innovation Facility,Nottingham,United Kingdom","Medical Technologies Innovation Facility, Nottingham Trent University, Nottingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nottingham Trent University,Medical Technologies Innovation Facility,Nottingham,United Kingdom","institution_ids":["https://openalex.org/I52590639"]},{"raw_affiliation_string":"Medical Technologies Innovation Facility, Nottingham Trent University, Nottingham, United Kingdom","institution_ids":["https://openalex.org/I52590639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079849325","display_name":"Faizal Hajamohideen","orcid":"https://orcid.org/0000-0003-4402-8294","observed_orcids":["https://orcid.org/0000-0003-4402-8294"]},"institutions":[{"id":"https://openalex.org/I4403386702","display_name":"University of Technology and Applied Sciences-Suhar","ror":"https://ror.org/018g8cj68","country_code":"OM","type":"education","lineage":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]},{"id":"https://openalex.org/I4405258755","display_name":"University of Technology and Applied Sciences","ror":"https://ror.org/0157tcg24","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Faizal Hajamohideen","raw_affiliation_strings":["UTAS,College of Computing and Inf.Sc,Sohar,Oman","College of Computing and Inf.Sc, UTAS, Sohar, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTAS,College of Computing and Inf.Sc,Sohar,Oman","institution_ids":["https://openalex.org/I4405258755"]},{"raw_affiliation_string":"College of Computing and Inf.Sc, UTAS, Sohar, Oman","institution_ids":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]}]},{"author_position":"last","author":{"id":null,"display_name":"Karthikeyan Subramanian","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4403386702","display_name":"University of Technology and Applied Sciences-Suhar","ror":"https://ror.org/018g8cj68","country_code":"OM","type":"education","lineage":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]},{"id":"https://openalex.org/I4405258755","display_name":"University of Technology and Applied Sciences","ror":"https://ror.org/0157tcg24","country_code":"OM","type":"education","lineage":["https://openalex.org/I4405258755"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Karthikeyan Subramanian","raw_affiliation_strings":["UTAS,College of Computing and Inf.Sc,Sohar,Oman","College of Computing and Inf.Sc, UTAS, Sohar, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UTAS,College of Computing and Inf.Sc,Sohar,Oman","institution_ids":["https://openalex.org/I4405258755"]},{"raw_affiliation_string":"College of Computing and Inf.Sc, UTAS, Sohar, Oman","institution_ids":["https://openalex.org/I4403386702","https://openalex.org/I4405258755"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.74,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96450704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"496","last_page":"502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9951000213623047,"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":0.9951000213623047,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10086","display_name":"Alzheimer's disease research and treatments","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/alzheimer-s-disease","display_name":"Alzheimer's disease","score":0.8730000257492065},{"id":"https://openalex.org/keywords/mri-based-classification","display_name":"MRI-based classification","score":0.7390000224113464},{"id":"https://openalex.org/keywords/tree-based-machine-learning","display_name":"tree-based machine learning","score":0.9459999799728394},{"id":"https://openalex.org/keywords/adni-dataset","display_name":"ADNI dataset","score":0.8069999814033508},{"id":"https://openalex.org/keywords/neuroimaging-features","display_name":"neuroimaging features","score":0.5870000123977661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7634909749031067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6500371694564819},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4939308762550354},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4863796532154083},{"id":"https://openalex.org/C17825722","wikidata":"https://www.wikidata.org/wiki/Q17285","display_name":"Plane (geometry)","level":2,"score":0.42679351568222046},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42331019043922424},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3972664177417755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10011324286460876},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wi-iat59888.2023.00082","doi":"https://doi.org/10.1109/wi-iat59888.2023.00082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wi-iat59888.2023.00082","pdf_url":null,"source":{"id":"https://openalex.org/S7407087729","display_name":"IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","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":"2023 IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8048999905586243,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320311701","display_name":"Nottingham Trent University","ror":"https://ror.org/04xyxjd90"},{"id":"https://openalex.org/F4320313933","display_name":"Minist\u00e8re de l'Enseignement sup\u00e9rieur, de la Recherche et de l'Innovation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2014418634","https://openalex.org/W2067722007","https://openalex.org/W2078524519","https://openalex.org/W2590489721","https://openalex.org/W2804935296","https://openalex.org/W2998884377","https://openalex.org/W3038433131","https://openalex.org/W3088753106","https://openalex.org/W3097041292","https://openalex.org/W3127597934","https://openalex.org/W4200623993","https://openalex.org/W4232478844","https://openalex.org/W4285793285","https://openalex.org/W4289868828","https://openalex.org/W4293809708","https://openalex.org/W4298190905","https://openalex.org/W4318812105","https://openalex.org/W4321203112"],"related_works":["https://openalex.org/W4283380304","https://openalex.org/W4200007256","https://openalex.org/W4413754604","https://openalex.org/W4405755159","https://openalex.org/W4408263374","https://openalex.org/W4400466629","https://openalex.org/W2980193593","https://openalex.org/W2001648635","https://openalex.org/W7222963723","https://openalex.org/W1434354835"],"abstract_inverted_index":{"While":[0],"most":[1],"contemporary":[2],"algorithms":[3,29],"typically":[4],"utilize":[5],"MRI":[6,20,82,106],"data":[7],"from":[8],"a":[9,41],"single":[10,60,111],"plane,":[11],"this":[12],"study":[13],"highlights":[14],"the":[15,34,45,54,78,102,110],"importance":[16],"of":[17,36,65,80,97,104],"incorporating":[18],"multiplanar":[19,42,55,81,105],"features":[21,83,107],"for":[22,68],"enhanced":[23],"performance.":[24],"Specifically,":[25],"tree-based":[26],"machine":[27],"learning":[28],"were":[30],"employed":[31],"to":[32,84],"compare":[33],"accuracy":[35,67,96],"individual":[37],"plane":[38,61],"analysis":[39,62],"versus":[40],"approach":[43,56],"using":[44],"popular":[46],"ADNI":[47],"dataset.":[48],"The":[49],"results":[50,76],"unequivocally":[51],"demonstrate":[52],"that":[53],"consistently":[57],"outperforms":[58],"any":[59,69],"in":[63,88,95],"terms":[64],"classification":[66,90],"given":[70],"algorithm.":[71],"These":[72],"findings":[73],"provide":[74],"evidence-based":[75],"supporting":[77],"integration":[79],"achieve":[85],"improved":[86],"performance":[87],"MRI-based":[89],"tasks.":[91],"A":[92],"significant":[93],"improvement":[94],"8\u201310%":[98],"is":[99],"achieved":[100],"by":[101],"utilization":[103],"as":[108],"against":[109],"plane.":[112]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-12-20T00:00:00"}
