{"id":"https://openalex.org/W3034075224","doi":"https://doi.org/10.1155/2020/8015156","title":"An Efficient Combination among sMRI, CSF, Cognitive Score, and <i>APOE \u03b5</i>4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine","display_name":"An Efficient Combination among sMRI, CSF, Cognitive Score, and <i>APOE \u03b5</i>4 Biomarkers for Classification of AD and MCI Using Extreme Learning Machine","publication_year":2020,"publication_date":"2020-06-04","ids":{"openalex":"https://openalex.org/W3034075224","doi":"https://doi.org/10.1155/2020/8015156","mag":"3034075224","pmid":"https://pubmed.ncbi.nlm.nih.gov/32565773"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8015156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8015156","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8015156.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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 Intelligence and Neuroscience","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/cin/2020/8015156.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037616101","display_name":"Uttam Khatri","orcid":"https://orcid.org/0000-0002-0876-3980"},"institutions":[{"id":"https://openalex.org/I152238500","display_name":"Chosun University","ror":"https://ror.org/01zt9a375","country_code":"KR","type":"education","lineage":["https://openalex.org/I152238500"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Uttam Khatri","raw_affiliation_strings":["Department. of Information and Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0876-3980","affiliations":[{"raw_affiliation_string":"Department. of Information and Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea","institution_ids":["https://openalex.org/I152238500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049515671","display_name":"Goo\u2010Rak Kwon","orcid":"https://orcid.org/0000-0003-3486-8812"},"institutions":[{"id":"https://openalex.org/I152238500","display_name":"Chosun University","ror":"https://ror.org/01zt9a375","country_code":"KR","type":"education","lineage":["https://openalex.org/I152238500"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Goo-Rak Kwon","raw_affiliation_strings":["Department. of Information and Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-3486-8812","affiliations":[{"raw_affiliation_string":"Department. of Information and Communication Engineering, Chosun University, 309 Pilmun-Daero, Dong-Gu, Gwangju 61452, Republic of Korea","institution_ids":["https://openalex.org/I152238500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5049515671"],"corresponding_institution_ids":["https://openalex.org/I152238500"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":2.1881,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.87964768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9973999857902527,"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":0.9973999857902527,"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":0.9965000152587891,"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/T12676","display_name":"Machine Learning and ELM","score":0.9951000213623047,"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/dementia","display_name":"Dementia","score":0.6317933201789856},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5762892961502075},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5718877911567688},{"id":"https://openalex.org/keywords/atrophy","display_name":"Atrophy","score":0.5539162755012512},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4575360119342804},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4513383209705353},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.42851316928863525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35401466488838196},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3371589779853821},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.32597780227661133},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2920054495334625},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2884128987789154},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.15855887532234192}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6317933201789856},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5762892961502075},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5718877911567688},{"id":"https://openalex.org/C2781172350","wikidata":"https://www.wikidata.org/wiki/Q194520","display_name":"Atrophy","level":2,"score":0.5539162755012512},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4575360119342804},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4513383209705353},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.42851316928863525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35401466488838196},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3371589779853821},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.32597780227661133},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2920054495334625},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2884128987789154},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.15855887532234192}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D000544","descriptor_name":"Alzheimer Disease","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","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":"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":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D003071","descriptor_name":"Cognition","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D015415","descriptor_name":"Biomarkers","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000134","qualifier_name":"cerebrospinal fluid","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D053327","descriptor_name":"Apolipoprotein E4","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D060825","descriptor_name":"Cognitive Dysfunction","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1155/2020/8015156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8015156","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8015156.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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 Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:32565773","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32565773","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 intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:00eab51ca8384f049a83e22e77a669fb","is_oa":false,"landing_page_url":"https://doaj.org/article/00eab51ca8384f049a83e22e77a669fb","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7292973","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7292973","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 Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2020/8015156","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8015156","pdf_url":"https://downloads.hindawi.com/journals/cin/2020/8015156.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"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 Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G1050047264","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G1082030533","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307132","funder_display_name":"Alzheimer's Drug Discovery Foundation"},{"id":"https://openalex.org/G1131972899","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G120165940","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307132","funder_display_name":"Alzheimer's Drug Discovery Foundation"},{"id":"https://openalex.org/G1280615943","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G1298807586","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G1336222015","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G1554142629","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G1593117279","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G1599662524","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G1650819308","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G1743615538","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G1793612813","display_name":null,"funder_award_id":"2019R1F1A1060166","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1823308732","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G1835803376","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332457","funder_display_name":"GE Healthcare"},{"id":"https://openalex.org/G1880935189","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G191307191","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G2100670906","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G214278387","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320332457","funder_display_name":"GE Healthcare"},{"id":"https://openalex.org/G2152643862","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G2189010064","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G2204594277","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G2245133033","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320321667","funder_display_name":"Elan"},{"id":"https://openalex.org/G2340207221","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G2374964800","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320310465","funder_display_name":"Takeda Pharmaceutical Company"},{"id":"https://openalex.org/G2468960009","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320307779","funder_display_name":"Roche"},{"id":"https://openalex.org/G2471646051","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G2488440460","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320337804","funder_display_name":"Johnson and Johnson Pharmaceutical Research and Development"},{"id":"https://openalex.org/G2522063444","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G2568072649","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320337804","funder_display_name":"Johnson and Johnson Pharmaceutical Research and Development"},{"id":"https://openalex.org/G2670306914","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307776","funder_display_name":"Merck"},{"id":"https://openalex.org/G2719922467","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320310465","funder_display_name":"Takeda Pharmaceutical Company"},{"id":"https://openalex.org/G3040476067","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320310465","funder_display_name":"Takeda Pharmaceutical Company"},{"id":"https://openalex.org/G3130427885","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G3131374986","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3283060757","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320307132","funder_display_name":"Alzheimer's Drug Discovery Foundation"},{"id":"https://openalex.org/G3285524069","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3323738252","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320332457","funder_display_name":"GE Healthcare"},{"id":"https://openalex.org/G3369081490","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3496218495","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320332457","funder_display_name":"GE Healthcare"},{"id":"https://openalex.org/G3553156159","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G3710456697","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G3752451908","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G3792242809","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G38526229","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320337804","funder_display_name":"Johnson and Johnson Pharmaceutical Research and Development"},{"id":"https://openalex.org/G3870774570","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G3908963977","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G3967336437","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G4018756175","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320321667","funder_display_name":"Elan"},{"id":"https://openalex.org/G4039724053","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G4119534169","display_name":null,"funder_award_id":"W81XWH","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4196769506","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307779","funder_display_name":"Roche"},{"id":"https://openalex.org/G43180419","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G4365196824","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4379548538","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320307132","funder_display_name":"Alzheimer's Drug Discovery Foundation"},{"id":"https://openalex.org/G4459002905","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G4475667458","display_name":null,"funder_award_id":"W81XWH-12-2-","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G4501223628","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G4558216502","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4645799985","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G4648341367","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G4737744568","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G4800177743","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G4939057129","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320309117","funder_display_name":"AbbVie"},{"id":"https://openalex.org/G5207404921","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G5214442140","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G5231219645","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320322148","funder_display_name":"Eisai"},{"id":"https://openalex.org/G5240661359","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320327918","funder_display_name":"H. Lundbeck A/S"},{"id":"https://openalex.org/G5276147513","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G528601746","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320334506","funder_display_name":"Canadian Institutes of Health Research"},{"id":"https://openalex.org/G5311799469","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5359452116","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G5361718276","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320307776","funder_display_name":"Merck"},{"id":"https://openalex.org/G5365730499","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320308668","funder_display_name":"University of Southern California"},{"id":"https://openalex.org/G5370015354","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G538363378","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G5389965057","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G5597770732","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G5654639750","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G5740349702","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G5850682332","display_name":null,"funder_award_id":"W81XWH","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5872027903","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320307776","funder_display_name":"Merck"},{"id":"https://openalex.org/G6124707004","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320321667","funder_display_name":"Elan"},{"id":"https://openalex.org/G613619302","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G6210868510","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6259281481","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320321667","funder_display_name":"Elan"},{"id":"https://openalex.org/G6328151403","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6340855083","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G636747734","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320309117","funder_display_name":"AbbVie"},{"id":"https://openalex.org/G636918312","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6371410416","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320308604","funder_display_name":"Biogen"},{"id":"https://openalex.org/G6412110892","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G643955046","display_name":null,"funder_award_id":"2019R1A4A1029769","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6440654945","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320309117","funder_display_name":"AbbVie"},{"id":"https://openalex.org/G6447063303","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G6719058232","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320309470","funder_display_name":"Meso Scale Diagnostics"},{"id":"https://openalex.org/G6719828067","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320329118","funder_display_name":"IXICO"},{"id":"https://openalex.org/G6789252168","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G6792506723","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G6877621364","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G7188170756","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G72415811","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G7285595717","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320337804","funder_display_name":"Johnson and Johnson Pharmaceutical Research and Development"},{"id":"https://openalex.org/G7291443202","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320332193","funder_display_name":"Genentech"},{"id":"https://openalex.org/G7332477446","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7414321945","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320306080","funder_display_name":"Foundation for the National Institutes of Health"},{"id":"https://openalex.org/G7556331090","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320307779","funder_display_name":"Roche"},{"id":"https://openalex.org/G764699806","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7676634505","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307779","funder_display_name":"Roche"},{"id":"https://openalex.org/G7764484842","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320337337","funder_display_name":"National Institute on Aging"},{"id":"https://openalex.org/G7801660940","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320307776","funder_display_name":"Merck"},{"id":"https://openalex.org/G781725486","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G7854119329","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G7900823015","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320307115","funder_display_name":"Bristol-Myers Squibb"},{"id":"https://openalex.org/G7976634910","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320310465","funder_display_name":"Takeda Pharmaceutical Company"},{"id":"https://openalex.org/G8048311222","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G8228018387","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320306219","funder_display_name":"Alzheimer's Association"},{"id":"https://openalex.org/G8281378126","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G8319712353","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G839208290","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"},{"id":"https://openalex.org/G8564645886","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320311551","funder_display_name":"Northern California Institute for Research and Education"},{"id":"https://openalex.org/G8617167641","display_name":null,"funder_award_id":"NRF-2019R1F1A1060166","funder_id":"https://openalex.org/F4320309117","funder_display_name":"AbbVie"},{"id":"https://openalex.org/G8769701427","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G8852128998","display_name":null,"funder_award_id":"U01 AG024904","funder_id":"https://openalex.org/F4320327235","funder_display_name":"Servier"},{"id":"https://openalex.org/G887889906","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320310045","funder_display_name":"BioClinica"},{"id":"https://openalex.org/G8895907669","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G8957659042","display_name":null,"funder_award_id":"W81XWH-12-2-0012","funder_id":"https://openalex.org/F4320307758","funder_display_name":"Eli Lilly and Company"},{"id":"https://openalex.org/G920654007","display_name":null,"funder_award_id":"AG024904","funder_id":"https://openalex.org/F4320337363","funder_display_name":"National Institute of Biomedical Imaging and Bioengineering"},{"id":"https://openalex.org/G997885772","display_name":null,"funder_award_id":"NRF-2019R1A4A1029769","funder_id":"https://openalex.org/F4320310388","funder_display_name":"Novartis Pharmaceuticals Corporation"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320306080","display_name":"Foundation for the National Institutes of Health","ror":"https://ror.org/00k86s890"},{"id":"https://openalex.org/F4320306219","display_name":"Alzheimer's Association","ror":"https://ror.org/0375f4d26"},{"id":"https://openalex.org/F4320307115","display_name":"Bristol-Myers Squibb","ror":"https://ror.org/00gtmwv55"},{"id":"https://openalex.org/F4320307132","display_name":"Alzheimer's Drug Discovery Foundation","ror":"https://ror.org/0185drb55"},{"id":"https://openalex.org/F4320307758","display_name":"Eli Lilly and Company","ror":"https://ror.org/01qat3289"},{"id":"https://openalex.org/F4320307776","display_name":"Merck","ror":"https://ror.org/02891sr49"},{"id":"https://openalex.org/F4320307779","display_name":"Roche","ror":"https://ror.org/00by1q217"},{"id":"https://openalex.org/F4320308604","display_name":"Biogen","ror":"https://ror.org/02jqkb192"},{"id":"https://openalex.org/F4320308668","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60"},{"id":"https://openalex.org/F4320309117","display_name":"AbbVie","ror":"https://ror.org/02g5p4n58"},{"id":"https://openalex.org/F4320309470","display_name":"Meso Scale Diagnostics","ror":"https://ror.org/05jgy0m16"},{"id":"https://openalex.org/F4320310045","display_name":"BioClinica","ror":"https://ror.org/03t95yr58"},{"id":"https://openalex.org/F4320310388","display_name":"Novartis Pharmaceuticals Corporation","ror":"https://ror.org/028fhxy95"},{"id":"https://openalex.org/F4320310465","display_name":"Takeda Pharmaceutical Company","ror":"https://ror.org/04hjbmv12"},{"id":"https://openalex.org/F4320311551","display_name":"Northern California Institute for Research and Education","ror":"https://ror.org/05p48p517"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321667","display_name":"Elan","ror":"https://ror.org/03qt57y19"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320322148","display_name":"Eisai","ror":"https://ror.org/04vvh7p27"},{"id":"https://openalex.org/F4320327235","display_name":"Servier","ror":"https://ror.org/034e7c066"},{"id":"https://openalex.org/F4320327918","display_name":"H. Lundbeck A/S","ror":null},{"id":"https://openalex.org/F4320329118","display_name":"IXICO","ror":"https://ror.org/00paezp73"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332193","display_name":"Genentech","ror":"https://ror.org/04gndp242"},{"id":"https://openalex.org/F4320332457","display_name":"GE Healthcare","ror":"https://ror.org/03yt24h27"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"},{"id":"https://openalex.org/F4320337337","display_name":"National Institute on Aging","ror":"https://ror.org/049v75w11"},{"id":"https://openalex.org/F4320337363","display_name":"National Institute of Biomedical Imaging and Bioengineering","ror":"https://ror.org/00372qc85"},{"id":"https://openalex.org/F4320337804","display_name":"Johnson and Johnson Pharmaceutical Research and Development","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3034075224.pdf","grobid_xml":"https://content.openalex.org/works/W3034075224.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W154472438","https://openalex.org/W1521781547","https://openalex.org/W1581627189","https://openalex.org/W1810343284","https://openalex.org/W1811383104","https://openalex.org/W1812990337","https://openalex.org/W1872034074","https://openalex.org/W1938122124","https://openalex.org/W1948745668","https://openalex.org/W1972773714","https://openalex.org/W1974874858","https://openalex.org/W1982145113","https://openalex.org/W1986014162","https://openalex.org/W1992117549","https://openalex.org/W1999376259","https://openalex.org/W2000292092","https://openalex.org/W2001648635","https://openalex.org/W2011286803","https://openalex.org/W2013391120","https://openalex.org/W2014418634","https://openalex.org/W2016228161","https://openalex.org/W2017794330","https://openalex.org/W2018935975","https://openalex.org/W2023121717","https://openalex.org/W2026131661","https://openalex.org/W2036776003","https://openalex.org/W2043768383","https://openalex.org/W2046847841","https://openalex.org/W2048254304","https://openalex.org/W2065398998","https://openalex.org/W2078551663","https://openalex.org/W2092594036","https://openalex.org/W2093602450","https://openalex.org/W2095377654","https://openalex.org/W2096963202","https://openalex.org/W2101135654","https://openalex.org/W2101282194","https://openalex.org/W2115017507","https://openalex.org/W2120111102","https://openalex.org/W2121971770","https://openalex.org/W2128251808","https://openalex.org/W2129497119","https://openalex.org/W2137535664","https://openalex.org/W2146089088","https://openalex.org/W2149862198","https://openalex.org/W2159122349","https://openalex.org/W2159320983","https://openalex.org/W2160034813","https://openalex.org/W2164417323","https://openalex.org/W2167638846","https://openalex.org/W2171380313","https://openalex.org/W2171723438","https://openalex.org/W2171831801","https://openalex.org/W2185491959","https://openalex.org/W2212875100","https://openalex.org/W2251084241","https://openalex.org/W2344968483","https://openalex.org/W2556508130","https://openalex.org/W2562498401","https://openalex.org/W2582524520","https://openalex.org/W2593212236","https://openalex.org/W2593468621","https://openalex.org/W2603085108","https://openalex.org/W2626513856","https://openalex.org/W2887276210","https://openalex.org/W2917127475","https://openalex.org/W2949150659","https://openalex.org/W2950680182","https://openalex.org/W2952992882","https://openalex.org/W3014251530","https://openalex.org/W4210975612","https://openalex.org/W4239510810","https://openalex.org/W4241074797"],"related_works":["https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W1972242255","https://openalex.org/W2890927416","https://openalex.org/W2775021631","https://openalex.org/W2128765271","https://openalex.org/W2966412519","https://openalex.org/W2028416698","https://openalex.org/W3126949736","https://openalex.org/W4285295191"],"abstract_inverted_index":{"Alzheimer\u2019s":[0,356],"disease":[1],"(AD)":[2],"is":[3,55,62,70],"the":[4,40,47,65,129,139,282,286,289,293,322,331,342,345],"most":[5,154,323],"common":[6],"cause":[7],"of":[8,43,131,141,183,223,231,248,255,333,344],"dementia":[9],"and":[10,26,46,72,93,95,107,111,143,153,205,234,272,310,316,318,327],"a":[11,17,229,246,352],"progressive":[12],"neurodegenerative":[13],"condition,":[14],"characterized":[15],"by":[16],"decline":[18],"in":[19,86,336],"cognitive":[20,52,226,232],"function.":[21],"Symptoms":[22],"usually":[23],"appear":[24],"gradually":[25],"worsen":[27],"over":[28,74],"time,":[29],"becoming":[30],"severe":[31],"enough":[32],"to":[33,150,193],"interfere":[34],"with":[35,91,105,119,253,348,355],"individual":[36],"daily":[37],"tasks.":[38],"Thus,":[39],"accurate":[41],"diagnosis":[42,140],"both":[44],"AD":[45,61,68,92,142,188,259,315,334],"prodromal":[48],"stage":[49],"(i.e.,":[50],"mild":[51],"impairment":[53],"(MCI))":[54],"crucial":[56],"for":[57,122,138,187,214,221,257,263,268,274],"timely":[58],"treatment.":[59],"As":[60],"inherently":[63],"dynamic,":[64],"relationship":[66],"between":[67,89],"indicators":[69],"unclear":[71],"varies":[73],"time.":[75],"To":[76],"address":[77],"this":[78,197],"issue,":[79],"we":[80,100,340],"first":[81],"aimed":[82],"at":[83],"investigating":[84],"differences":[85],"atrophic":[87],"patterns":[88],"individuals":[90],"MCI":[94,264,269],"healthy":[96],"controls":[97],"(HCs).":[98],"Then":[99],"utilized":[101],"multiple":[102,132,300],"biomarkers,":[103,133],"along":[104],"filter-":[106],"wrapper-based":[108],"feature":[109],"selection":[110,311],"an":[112],"extreme":[113],"learning":[114],"machine-":[115],"(ELM-)":[116],"based":[117],"approach,":[118],"10-fold":[120],"cross-validation":[121,353],"classification.":[123],"Increasing":[124],"efforts":[125],"are":[126],"focusing":[127],"on":[128],"use":[130,157],"which":[134],"can":[135],"be":[136,151,194],"useful":[137],"MCI.":[144],"However,":[145],"optimum":[146],"combinations":[147],"have":[148,172,190],"yet":[149,192],"identified":[152],"multimodal":[155],"analyses":[156],"only":[158],"volumetric":[159],"measures":[160,171,200],"obtained":[161,209],"from":[162,210,292],"magnetic":[163],"resonance":[164],"imaging":[165],"(MRI).":[166],"Anatomical":[167],"structural":[168],"MRI":[169,186],"(sMRI)":[170],"also":[173],"so":[174],"far":[175],"mostly":[176],"been":[177],"used":[178],"separately.":[179],"The":[180,306],"full":[181],"possibilities":[182],"using":[184,281,351],"anatomical":[185],"detection":[189],"thus":[191],"explored.":[195],"In":[196],"study,":[198],"three":[199],"(cortical":[201],"thickness,":[202],"surface":[203],"area,":[204],"gray":[206],"matter":[207],"volume),":[208],"sMRI":[211],"through":[212],"preprocessing":[213],"brain":[215],"atrophy":[216],"measurements;":[217],"cerebrospinal":[218],"fluid":[219],"(CSF),":[220],"quantification":[222],"specific":[224,249],"proteins;":[225],"score,":[227],"as":[228],"measure":[230],"performance;":[233],"APOE":[235],"\u03b5":[236],"4":[237],"allele":[238],"status":[239],"were":[240],"utilized.":[241],"Our":[242],"results":[243],"show":[244],"that":[245],"combination":[247,309],"biomarkers":[250,301],"performs":[251],"well,":[252],"accuracies":[254],"97.31%":[256],"classifying":[258],"vs.":[260,265,270,276,320],"HC,":[261,266],"91.72%":[262],"87.91%":[267],"AD,":[271],"83.38%":[273],"MCIs":[275,319],"MCIc,":[277,321],"respectively,":[278],"when":[279],"evaluated":[280],"proposed":[283,307,346],"algorithm.":[284],"Meanwhile,":[285],"areas":[287],"under":[288],"curve":[290],"(AUC)":[291],"receiver":[294],"operating":[295],"characteristic":[296],"(ROC)":[297],"curves":[298],"combining":[299],"provided":[302],"better":[303],"classification":[304,325,335],"performance.":[305],"features":[308],"algorithm":[312],"effectively":[313],"classified":[314],"MCI,":[317],"challenging":[324],"task,":[326],"therefore":[328],"could":[329],"increase":[330],"accuracy":[332],"clinical":[337],"practice.":[338],"Furthermore,":[339],"compared":[341],"performance":[343],"method":[347,354],"SVM":[349],"classifiers,":[350],"Disease":[357],"Neuroimaging":[358],"Initiative":[359],"(ADNI)":[360],"datasets.":[361]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-07T14:30:12.667765","created_date":"2025-10-10T00:00:00"}