{"id":"https://openalex.org/W4402261196","doi":"https://doi.org/10.1109/access.2024.3454709","title":"Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review","display_name":"Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402261196","doi":"https://doi.org/10.1109/access.2024.3454709"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3454709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3454709","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3454709","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5061769681","display_name":"Dilek \u00d6zkan","orcid":"https://orcid.org/0000-0001-9256-9402"},"institutions":[{"id":"https://openalex.org/I1351752","display_name":"Ko\u00e7 University","ror":"https://ror.org/00jzwgz36","country_code":"TR","type":"education","lineage":["https://openalex.org/I1351752"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Dilek Ozkan","raw_affiliation_strings":["Department of Computer Engineering, Engineering Faculty, Koc University, İstanbul, Türkiye"],"raw_orcid":"https://orcid.org/0000-0001-9256-9402","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Engineering Faculty, Koc University, İstanbul, Türkiye","institution_ids":["https://openalex.org/I1351752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016296156","display_name":"O\u011fuzhan KATAR","orcid":"https://orcid.org/0000-0002-5628-3543"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Oguzhan Katar","raw_affiliation_strings":["Department of Software Engineering, Technology Faculty, Firat University, Elazığ, Türkiye"],"raw_orcid":"https://orcid.org/0000-0002-5628-3543","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Technology Faculty, Firat University, Elazığ, Türkiye","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076957895","display_name":"Murat Ak","orcid":"https://orcid.org/0000-0002-8967-1710"},"institutions":[{"id":"https://openalex.org/I197907453","display_name":"Akdeniz University","ror":"https://ror.org/01m59r132","country_code":"TR","type":"education","lineage":["https://openalex.org/I197907453"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Ak","raw_affiliation_strings":["Department of Computer Engineering, Engineering Faculty, Akdeniz University, Antalya, Türkiye"],"raw_orcid":"https://orcid.org/0000-0002-8967-1710","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Engineering Faculty, Akdeniz University, Antalya, Türkiye","institution_ids":["https://openalex.org/I197907453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022092645","display_name":"Mugahed A. Al\u2013antari","orcid":"https://orcid.org/0000-0002-4457-4407"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Mugahed A. Al-Antari","raw_affiliation_strings":["Department of Artificial Intelligence and Data Science, Daeyang AI Center, Sejong University, Seoul, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-4457-4407","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Data Science, Daeyang AI Center, Sejong University, Seoul, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067030808","display_name":"Nehir Yasan Ak","orcid":"https://orcid.org/0000-0003-4801-2740"},"institutions":[{"id":"https://openalex.org/I197907453","display_name":"Akdeniz University","ror":"https://ror.org/01m59r132","country_code":"TR","type":"education","lineage":["https://openalex.org/I197907453"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nehir Yasan Ak","raw_affiliation_strings":["Department of Management Information Systems, Faculty of Social Sciences and Humanities, Akdeniz University, Antalya, Türkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Management Information Systems, Faculty of Social Sciences and Humanities, Akdeniz University, Antalya, Türkiye","institution_ids":["https://openalex.org/I197907453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083618632","display_name":"\u00d6zal Y\u0131ld\u0131r\u0131m","orcid":"https://orcid.org/0000-0001-5375-3012"},"institutions":[{"id":"https://openalex.org/I143396566","display_name":"F\u0131rat University","ror":"https://ror.org/05teb7b63","country_code":"TR","type":"education","lineage":["https://openalex.org/I143396566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozal Yildirim","raw_affiliation_strings":["Department of Software Engineering, Technology Faculty, Firat University, Elazığ, Türkiye"],"raw_orcid":"https://orcid.org/0000-0001-5375-3012","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Technology Faculty, Firat University, Elazığ, Türkiye","institution_ids":["https://openalex.org/I143396566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109653527","display_name":"Hasan S. Mir","orcid":null},"institutions":[{"id":"https://openalex.org/I199440890","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96","country_code":"AE","type":"education","lineage":["https://openalex.org/I199440890"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hasan S. Mir","raw_affiliation_strings":["Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, American University of Sharjah, Sharjah, United Arab Emirates","institution_ids":["https://openalex.org/I199440890"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027649343","display_name":"Ru\u2010San Tan","orcid":"https://orcid.org/0000-0003-2086-6517"},"institutions":[{"id":"https://openalex.org/I4210147238","display_name":"National Heart Centre Singapore","ror":"https://ror.org/04f8k9513","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210147238"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Ru-San Tan","raw_affiliation_strings":["Department of Cardiology, National Heart Centre Singapore, 31 Third Hospital Ave, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2086-6517","affiliations":[{"raw_affiliation_string":"Department of Cardiology, National Heart Centre Singapore, 31 Third Hospital Ave, Singapore","institution_ids":["https://openalex.org/I4210147238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074179735","display_name":"U. Rajendra Acharya","orcid":"https://orcid.org/0000-0003-2689-8552"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"U. Rajendra Acharya","raw_affiliation_strings":["School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2689-8552","affiliations":[{"raw_affiliation_string":"School of Mathematics, Physics, and Computing, University of Southern Queensland, Springfield, QLD, Australia","institution_ids":["https://openalex.org/I185523456"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5061769681"],"corresponding_institution_ids":["https://openalex.org/I1351752"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9239,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75577443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"127879","last_page":"127902"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9954000115394592,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9954000115394592,"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":0.9901000261306763,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/neuroimaging","display_name":"Neuroimaging","score":0.851410448551178},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7434529662132263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6705968976020813},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6642476916313171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45647910237312317},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3513978123664856},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3409980535507202},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2180747389793396},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2159576117992401},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1498451828956604},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08465126156806946}],"concepts":[{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.851410448551178},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7434529662132263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6705968976020813},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6642476916313171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45647910237312317},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3513978123664856},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3409980535507202},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2180747389793396},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2159576117992401},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1498451828956604},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08465126156806946},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3454709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3454709","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6e30fdb0eb714f82926775dca7576040","is_oa":true,"landing_page_url":"https://doaj.org/article/6e30fdb0eb714f82926775dca7576040","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":"IEEE Access, Vol 12, Pp 127879-127902 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3454709","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3454709","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321430","display_name":"American University of Sharjah","ror":"https://ror.org/001g2fj96"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":229,"referenced_works":["https://openalex.org/W13973316","https://openalex.org/W23716883","https://openalex.org/W66427752","https://openalex.org/W209511213","https://openalex.org/W349712691","https://openalex.org/W1499713768","https://openalex.org/W1750958320","https://openalex.org/W1951860394","https://openalex.org/W1961186421","https://openalex.org/W1967082239","https://openalex.org/W1968576595","https://openalex.org/W1970973164","https://openalex.org/W1972982304","https://openalex.org/W1974790621","https://openalex.org/W1983146384","https://openalex.org/W1984447124","https://openalex.org/W1999653836","https://openalex.org/W2025560784","https://openalex.org/W2027184912","https://openalex.org/W2028085829","https://openalex.org/W2030885292","https://openalex.org/W2043073239","https://openalex.org/W2058248579","https://openalex.org/W2061058954","https://openalex.org/W2063404606","https://openalex.org/W2065331648","https://openalex.org/W2084706106","https://openalex.org/W2085558649","https://openalex.org/W2093168495","https://openalex.org/W2102508963","https://openalex.org/W2109845730","https://openalex.org/W2113127248","https://openalex.org/W2113588440","https://openalex.org/W2126598020","https://openalex.org/W2127324977","https://openalex.org/W2128251808","https://openalex.org/W2135793316","https://openalex.org/W2136250824","https://openalex.org/W2138685200","https://openalex.org/W2142514276","https://openalex.org/W2143285014","https://openalex.org/W2146089088","https://openalex.org/W2151466405","https://openalex.org/W2158728639","https://openalex.org/W2167638846","https://openalex.org/W2199464582","https://openalex.org/W2280116722","https://openalex.org/W2284154641","https://openalex.org/W2343172899","https://openalex.org/W2395611524","https://openalex.org/W2413582275","https://openalex.org/W2480295938","https://openalex.org/W2499800833","https://openalex.org/W2560584411","https://openalex.org/W2581082771","https://openalex.org/W2601368841","https://openalex.org/W2736307756","https://openalex.org/W2762081760","https://openalex.org/W2766141193","https://openalex.org/W2769782531","https://openalex.org/W2783188875","https://openalex.org/W2790012920","https://openalex.org/W2793804994","https://openalex.org/W2795824182","https://openalex.org/W2886445457","https://openalex.org/W2887579667","https://openalex.org/W2890546190","https://openalex.org/W2895106932","https://openalex.org/W2896115045","https://openalex.org/W2899635607","https://openalex.org/W2901932536","https://openalex.org/W2902213989","https://openalex.org/W2904977129","https://openalex.org/W2905035821","https://openalex.org/W2907148404","https://openalex.org/W2908469802","https://openalex.org/W2909627766","https://openalex.org/W2911363141","https://openalex.org/W2919115771","https://openalex.org/W2919415071","https://openalex.org/W2923234115","https://openalex.org/W2935891200","https://openalex.org/W2944541202","https://openalex.org/W2947823562","https://openalex.org/W2948184028","https://openalex.org/W2949185485","https://openalex.org/W2950278227","https://openalex.org/W2950680182","https://openalex.org/W2952091205","https://openalex.org/W2954581201","https://openalex.org/W2957629889","https://openalex.org/W2963168174","https://openalex.org/W2964171289","https://openalex.org/W2965102627","https://openalex.org/W2967967941","https://openalex.org/W2969595880","https://openalex.org/W2971066862","https://openalex.org/W2981355144","https://openalex.org/W2981493641","https://openalex.org/W2990581109","https://openalex.org/W2992923797","https://openalex.org/W2994703427","https://openalex.org/W2995495466","https://openalex.org/W2995864059","https://openalex.org/W2998642388","https://openalex.org/W2999293301","https://openalex.org/W3000889926","https://openalex.org/W3002585443","https://openalex.org/W3005273529","https://openalex.org/W3007755486","https://openalex.org/W3015216283","https://openalex.org/W3015459784","https://openalex.org/W3017328779","https://openalex.org/W3017855299","https://openalex.org/W3019196002","https://openalex.org/W3021128703","https://openalex.org/W3022315685","https://openalex.org/W3023079706","https://openalex.org/W3024457871","https://openalex.org/W3033107563","https://openalex.org/W3034005492","https://openalex.org/W3046162593","https://openalex.org/W3047901047","https://openalex.org/W3084350364","https://openalex.org/W3088782011","https://openalex.org/W3089816880","https://openalex.org/W3094064442","https://openalex.org/W3096163405","https://openalex.org/W3098956184","https://openalex.org/W3104971239","https://openalex.org/W3111737001","https://openalex.org/W3113100858","https://openalex.org/W3116132399","https://openalex.org/W3120883441","https://openalex.org/W3121966255","https://openalex.org/W3121969030","https://openalex.org/W3122625233","https://openalex.org/W3123238225","https://openalex.org/W3123500501","https://openalex.org/W3123995491","https://openalex.org/W3125139346","https://openalex.org/W3129822799","https://openalex.org/W3131390313","https://openalex.org/W3134680770","https://openalex.org/W3134726279","https://openalex.org/W3136333197","https://openalex.org/W3137989279","https://openalex.org/W3140093204","https://openalex.org/W3152970886","https://openalex.org/W3157072550","https://openalex.org/W3157749950","https://openalex.org/W3163616589","https://openalex.org/W3164341367","https://openalex.org/W3164582063","https://openalex.org/W3165128802","https://openalex.org/W3167864582","https://openalex.org/W3171990888","https://openalex.org/W3176630962","https://openalex.org/W3176896397","https://openalex.org/W3178287460","https://openalex.org/W3184758801","https://openalex.org/W3185646597","https://openalex.org/W3188044527","https://openalex.org/W3199225381","https://openalex.org/W3201244874","https://openalex.org/W3201684395","https://openalex.org/W3205614966","https://openalex.org/W3205741601","https://openalex.org/W3208463329","https://openalex.org/W3211977731","https://openalex.org/W3217495832","https://openalex.org/W4200197455","https://openalex.org/W4205947740","https://openalex.org/W4206353576","https://openalex.org/W4206588315","https://openalex.org/W4213032582","https://openalex.org/W4221056339","https://openalex.org/W4223493204","https://openalex.org/W4223918370","https://openalex.org/W4224256545","https://openalex.org/W4225324554","https://openalex.org/W4226172857","https://openalex.org/W4226287331","https://openalex.org/W4240214838","https://openalex.org/W4241875855","https://openalex.org/W4281658044","https://openalex.org/W4283156058","https://openalex.org/W4285130568","https://openalex.org/W4288514409","https://openalex.org/W4290703290","https://openalex.org/W4291002587","https://openalex.org/W4294489618","https://openalex.org/W4294691653","https://openalex.org/W4295245474","https://openalex.org/W4298127944","https://openalex.org/W4307248062","https://openalex.org/W4308076770","https://openalex.org/W4310673758","https://openalex.org/W4312038534","https://openalex.org/W4312782274","https://openalex.org/W4315750667","https://openalex.org/W4319066446","https://openalex.org/W4319158019","https://openalex.org/W4319765238","https://openalex.org/W4320526352","https://openalex.org/W4320713070","https://openalex.org/W4321019889","https://openalex.org/W4360966363","https://openalex.org/W4362472544","https://openalex.org/W4362696487","https://openalex.org/W4367174198","https://openalex.org/W4367728375","https://openalex.org/W4376274962","https://openalex.org/W4379162855","https://openalex.org/W4384028540","https://openalex.org/W4384284015","https://openalex.org/W4385621509","https://openalex.org/W4385989015","https://openalex.org/W4386347024","https://openalex.org/W4386954936","https://openalex.org/W4387063507","https://openalex.org/W4387131137","https://openalex.org/W4387514484","https://openalex.org/W4387740460","https://openalex.org/W4388785253","https://openalex.org/W6608552161","https://openalex.org/W6640643962","https://openalex.org/W6720006811","https://openalex.org/W6732751041"],"related_works":["https://openalex.org/W2185469136","https://openalex.org/W2409059799","https://openalex.org/W364817481","https://openalex.org/W2327340211","https://openalex.org/W1972242255","https://openalex.org/W2011264131","https://openalex.org/W2027542625","https://openalex.org/W2890927416","https://openalex.org/W4292199793","https://openalex.org/W2775021631"],"abstract_inverted_index":{"Dementia":[0],"is":[1,20,159,191,198],"a":[2,129],"condition":[3],"that":[4,127],"often":[5],"comes":[6],"with":[7],"aging":[8],"and":[9,15,65,82,102,105,124,135,148,156,168,183,188],"affects":[10],"how":[11,34,52,144,149,186],"people":[12],"think,":[13],"remember,":[14],"behave.":[16],"Diagnosing":[17],"dementia":[18,44,76,181],"early":[19],"important":[21],"because":[22],"it":[23,190],"can":[24],"greatly":[25],"improve":[26,185],"patients\u2019":[27],"lives.":[28],"This":[29],"systematic":[30],"review":[31],"looks":[32],"at":[33],"deep":[35],"learning":[36],"(DL)":[37],"techniques":[38,176],"have":[39],"been":[40],"used":[41,71],"to":[42,48,72,111,142,161,200],"diagnose":[43,73],"automatically":[45],"from":[46],"2012":[47],"2023.":[49],"We":[50,86],"explore":[51],"different":[53,112],"DL":[54,93,163,175],"methods":[55],"like":[56,97],"Convolutional":[57],"Neural":[58,62,67],"Networks":[59,63,68],"(CNN),":[60],"Recurrent":[61],"(RNN),":[64],"Deep":[66],"(DNN)":[69],"are":[70,139,165],"types":[74],"of":[75,91,100,108,114,132],"such":[77],"as":[78],"Alzheimer\u2019s,":[79],"vascular":[80],"dementia,":[81,96],"Lewy":[83],"body":[84],"dementia.":[85],"also":[87,140],"discuss":[88],"the":[89,98,106,119,145,202],"difficulties":[90],"using":[92],"for":[94,121,179],"diagnosing":[95],"lack":[99],"large":[101],"varied":[103],"datasets":[104],"challenge":[107],"applying":[109],"models":[110,126,164],"groups":[113],"people.":[115],"These":[116],"issues":[117],"indicate":[118],"need":[120],"more":[122],"dependable":[123],"understandable":[125],"consider":[128],"wide":[130],"range":[131],"patient":[133],"characteristics":[134],"biomarkers.":[136],"Longitudinal":[137],"studies":[138],"needed":[141,199],"understand":[143],"disease":[146],"progresses":[147],"treatments":[150],"work.":[151],"Collaboration":[152],"among":[153],"researchers,":[154],"doctors,":[155],"data":[157],"scientists":[158],"crucial":[160],"ensure":[162],"scientifically":[166],"sound":[167],"effective":[169],"in":[170,193,205],"clinical":[171],"settings.":[172],"In":[173],"summary,":[174],"show":[177],"promise":[178],"automated":[180],"diagnosis":[182],"could":[184],"accurately":[187],"efficiently":[189],"diagnosed":[192],"practice.":[194],"However,":[195],"further":[196],"research":[197],"address":[201],"challenges":[203],"highlighted":[204],"this":[206],"review.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}