{"id":"https://openalex.org/W1992709597","doi":"https://doi.org/10.1155/2014/862307","title":"An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer\u2019s Disease: Classification Using Structural Features of Brain Images","display_name":"An Ensemble-of-Classifiers Based Approach for Early Diagnosis of Alzheimer\u2019s Disease: Classification Using Structural Features of Brain Images","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1992709597","doi":"https://doi.org/10.1155/2014/862307","mag":"1992709597","pmid":"https://pubmed.ncbi.nlm.nih.gov/25276224"},"language":"en","primary_location":{"id":"doi:10.1155/2014/862307","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/862307","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/862307.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2014/862307.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030388388","display_name":"Saima Farhan","orcid":"https://orcid.org/0000-0002-6610-9290"},"institutions":[{"id":"https://openalex.org/I161237661","display_name":"Lahore College for Women University","ror":"https://ror.org/02bf6br77","country_code":"PK","type":"education","lineage":["https://openalex.org/I161237661"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saima Farhan","raw_affiliation_strings":["Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I161237661"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079795917","display_name":"Muhammad Abuzar Fahiem","orcid":"https://orcid.org/0000-0003-4962-4546"},"institutions":[{"id":"https://openalex.org/I161237661","display_name":"Lahore College for Women University","ror":"https://ror.org/02bf6br77","country_code":"PK","type":"education","lineage":["https://openalex.org/I161237661"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Abuzar Fahiem","raw_affiliation_strings":["Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan"],"raw_orcid":"https://orcid.org/0000-0003-4962-4546","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I161237661"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067264181","display_name":"Huma Tauseef","orcid":"https://orcid.org/0000-0003-0700-6125"},"institutions":[{"id":"https://openalex.org/I161237661","display_name":"Lahore College for Women University","ror":"https://ror.org/02bf6br77","country_code":"PK","type":"education","lineage":["https://openalex.org/I161237661"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Huma Tauseef","raw_affiliation_strings":["Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Lahore College for Women University, Jail Road, Lahore 54000, Pakistan","institution_ids":["https://openalex.org/I161237661"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5079795917"],"corresponding_institution_ids":["https://openalex.org/I161237661"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":3.1597,"has_fulltext":true,"cited_by_count":76,"citation_normalized_percentile":{"value":0.9039682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"2014","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9873999953269958,"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"}},"topics":[{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9873999953269958,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9851999878883362,"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":0.9843000173568726,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6167246103286743},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5479127168655396},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.4913760721683502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47298893332481384},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.4443114101886749},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.22630387544631958},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2205563187599182}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6167246103286743},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5479127168655396},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.4913760721683502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47298893332481384},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.4443114101886749},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.22630387544631958},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2205563187599182}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001931","descriptor_name":"Brain Mapping","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006624","descriptor_name":"Hippocampus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2014/862307","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/862307","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/862307.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:25276224","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25276224","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":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:doaj.org/article:de43f84dd8194501bcd41e20e5a581dc","is_oa":true,"landing_page_url":"https://doaj.org/article/de43f84dd8194501bcd41e20e5a581dc","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2014 (2014)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:4172935","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/4172935","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Math Methods Med","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2014/862307","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/862307","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2014/862307.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Gender equality","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1992709597.pdf","grobid_xml":"https://content.openalex.org/works/W1992709597.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W156249982","https://openalex.org/W1481460540","https://openalex.org/W1502897757","https://openalex.org/W1519178192","https://openalex.org/W1521781547","https://openalex.org/W1534477342","https://openalex.org/W1575374100","https://openalex.org/W1628636148","https://openalex.org/W1810343284","https://openalex.org/W1869695074","https://openalex.org/W1872034074","https://openalex.org/W1973486624","https://openalex.org/W1987011701","https://openalex.org/W1988727472","https://openalex.org/W1994694505","https://openalex.org/W1999589609","https://openalex.org/W2001648635","https://openalex.org/W2005743500","https://openalex.org/W2007494980","https://openalex.org/W2016740629","https://openalex.org/W2017675705","https://openalex.org/W2019583087","https://openalex.org/W2021787435","https://openalex.org/W2052742260","https://openalex.org/W2067140282","https://openalex.org/W2079484785","https://openalex.org/W2088309143","https://openalex.org/W2097440479","https://openalex.org/W2097775060","https://openalex.org/W2101282194","https://openalex.org/W2111913931","https://openalex.org/W2113577365","https://openalex.org/W2120111102","https://openalex.org/W2143212097","https://openalex.org/W2143826137","https://openalex.org/W2146089088","https://openalex.org/W2148601182","https://openalex.org/W2150534249","https://openalex.org/W2152839913","https://openalex.org/W2153171432","https://openalex.org/W2154906251","https://openalex.org/W2155806188","https://openalex.org/W2156909104","https://openalex.org/W2158063156","https://openalex.org/W2171380313","https://openalex.org/W2171831801","https://openalex.org/W2185010281","https://openalex.org/W2187137195","https://openalex.org/W2752287204"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Structural":[0],"brain":[1,15],"imaging":[2],"is":[3,42,69,132,148,193],"playing":[4],"a":[5,45],"vital":[6],"role":[7],"in":[8,14,44,75],"identification":[9,31,117],"of":[10,32,36,56,71,82,97,104,118,126,153,161,168,181,191],"changes":[11],"that":[12,47],"occur":[13],"associated":[16],"with":[17,189,195],"Alzheimer's":[18],"disease.":[19],"This":[20],"paper":[21],"proposes":[22],"an":[23,124,140],"automated":[24],"image":[25],"processing":[26],"based":[27,128,177],"approach":[28,41,68],"for":[29,116,150],"the":[30,37,54,66,136,151,159,186],"AD":[33,73],"from":[34,89],"MRI":[35],"brain.":[38],"The":[39,78,92],"proposed":[40,67,162],"novel":[43],"sense":[46],"it":[48],"has":[49],"higher":[50],"specificity/accuracy":[51],"values":[52],"despite":[53],"use":[55],"smaller":[57],"feature":[58],"set":[59],"as":[60,184],"compared":[61],"to":[62,134,157,172],"existing":[63],"approaches.":[64],"Moreover,":[65,156],"capable":[70],"identifying":[72],"patients":[74,119],"early":[76],"stages.":[77],"dataset":[79],"selected":[80,94],"consists":[81],"85":[83],"age":[84],"and":[85,100,102,112,120,166,175,198],"gender":[86],"matched":[87],"individuals":[88],"OASIS":[90],"database.":[91],"features":[93,165,169],"are":[95,114,170],"volume":[96],"GM,":[98],"WM,":[99],"CSF":[101],"size":[103,180],"hippocampus.":[105],"Three":[106],"different":[107],"classification":[108],"models":[109],"(SVM,":[110],"MLP,":[111],"J48)":[113],"used":[115],"controls.":[121],"In":[122],"addition,":[123],"ensemble":[125,176,190],"classifiers,":[127],"on":[129],"majority":[130],"voting,":[131],"adopted":[133],"overcome":[135],"error":[137],"caused":[138],"by":[139],"independent":[141],"base":[142],"classifier.":[143,178],"Ten-fold":[144],"cross":[145],"validation":[146],"strategy":[147],"applied":[149],"evaluation":[152],"our":[154],"scheme.":[155],"evaluate":[158],"performance":[160],"approach,":[163],"individual":[164,173],"combination":[167],"fed":[171],"classifiers":[174,192],"Using":[179],"left":[182],"hippocampus":[183],"feature,":[185],"accuracy":[187],"achieved":[188],"93.75%,":[194],"100%":[196],"specificity":[197],"87.5%":[199],"sensitivity.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":13},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
