{"id":"https://openalex.org/W2995369447","doi":"https://doi.org/10.1109/tencon.2019.8929443","title":"Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Normal Based on Neuropsychological Data via Supervised Learning","display_name":"Classification of Alzheimer's Disease, Mild Cognitive Impairment, and Cognitively Normal Based on Neuropsychological Data via Supervised Learning","publication_year":2019,"publication_date":"2019-10-01","ids":{"openalex":"https://openalex.org/W2995369447","doi":"https://doi.org/10.1109/tencon.2019.8929443","mag":"2995369447"},"language":"en","primary_location":{"id":"doi:10.1109/tencon.2019.8929443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5044820411","display_name":"Gwo Giun Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Gwo Giun Lee","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021556048","display_name":"Po-Wei Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Po-Wei Huang","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032655490","display_name":"Yi-Ru Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Ru Xie","raw_affiliation_strings":["National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019478885","display_name":"Ming\u2010Chyi Pai","orcid":"https://orcid.org/0000-0003-0475-4515"},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Chyi Pai","raw_affiliation_strings":["Institute of Gerontology, National Cheng Kung University, Tainan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Institute of Gerontology, National Cheng Kung University, Tainan, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044820411"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.49,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.66857369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1808","last_page":"1812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9896000027656555,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.982200026512146,"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":0.7801032066345215},{"id":"https://openalex.org/keywords/neuropsychology","display_name":"Neuropsychology","score":0.7556511163711548},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.6310875415802002},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5926026105880737},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5912957787513733},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4926157593727112},{"id":"https://openalex.org/keywords/alzheimers-disease","display_name":"Alzheimer's disease","score":0.48935264348983765},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.46673473715782166},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.42070162296295166},{"id":"https://openalex.org/keywords/neuropsychological-assessment","display_name":"Neuropsychological assessment","score":0.4146886467933655},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.3252840042114258},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31495827436447144},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.25851935148239136},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.11671623587608337}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7801032066345215},{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.7556511163711548},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.6310875415802002},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5926026105880737},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5912957787513733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4926157593727112},{"id":"https://openalex.org/C502032728","wikidata":"https://www.wikidata.org/wiki/Q11081","display_name":"Alzheimer's disease","level":3,"score":0.48935264348983765},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.46673473715782166},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.42070162296295166},{"id":"https://openalex.org/C536788834","wikidata":"https://www.wikidata.org/wiki/Q7002588","display_name":"Neuropsychological assessment","level":4,"score":0.4146886467933655},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3252840042114258},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31495827436447144},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.25851935148239136},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.11671623587608337}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tencon.2019.8929443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tencon.2019.8929443","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1548502347","https://openalex.org/W1847168837","https://openalex.org/W1988115241","https://openalex.org/W1989587661","https://openalex.org/W2008353316","https://openalex.org/W2009323003","https://openalex.org/W2017859333","https://openalex.org/W2034088916","https://openalex.org/W2049266248","https://openalex.org/W2066963589","https://openalex.org/W2100595623","https://openalex.org/W2103496339","https://openalex.org/W2109140840","https://openalex.org/W2137356002","https://openalex.org/W2315104825","https://openalex.org/W2766736793","https://openalex.org/W2810887452","https://openalex.org/W2916270242","https://openalex.org/W4210975612","https://openalex.org/W4233045210","https://openalex.org/W4235096090","https://openalex.org/W4255460690","https://openalex.org/W4299359788"],"related_works":["https://openalex.org/W2480208912","https://openalex.org/W2505185432","https://openalex.org/W4235872100","https://openalex.org/W2963713644","https://openalex.org/W4388325710","https://openalex.org/W4250661259","https://openalex.org/W1488488265","https://openalex.org/W3928272","https://openalex.org/W62530588","https://openalex.org/W4233661848"],"abstract_inverted_index":{"Dementia":[0],"is":[1,7,27,67,77,137,154,199],"neurodegenerative":[2],"or":[3],"vascular":[4],"disorder":[5],"which":[6,57,136,153,211],"characterized":[8],"by":[9],"declining":[10],"mental":[11],"function":[12],"including":[13],"a":[14,88],"combination":[15],"of":[16,32,41,83,196],"symptoms":[17],"for":[18,36],"abnormal":[19],"activity,":[20],"behavior":[21],"and":[22,49,60,65,106,128,174,177,186,209],"cognitive.":[23],"Alzheimer's":[24,100,122,167,223],"disease":[25],"(AD)":[26],"the":[28,51,62,75,80,138,145,183,213,217,222],"most":[29,139],"common":[30],"type":[31],"dementia,":[33],"it":[34,66],"accounts":[35],"60":[37],"to":[38,96,180,220],"80":[39],"percent":[40],"dementia":[42],"cases.":[43],"Their":[44],"brain":[45,63],"neuron":[46],"are":[47],"die":[48],"loss":[50],"connection":[52],"with":[53,117,166],"each":[54],"other":[55],"neurons":[56],"stop":[58],"firing":[59],"establishing":[61],"network,":[64],"easily":[68],"considered":[69],"as":[70,156,216],"normal":[71,108],"aging":[72],"processes":[73],"when":[74],"subject":[76],"actually":[78],"in":[79,144],"early":[81],"stages":[82],"AD.":[84],"This":[85],"paper":[86,198],"proposed":[87],"machine":[89],"learning":[90],"algorithm":[91,160],"based":[92],"on":[93,131],"neuropsychological":[94,112],"data":[95,113],"classify":[97],"subjects":[98],"into":[99],"disease,":[101],"mild":[102],"cognitive":[103],"impairment":[104],"(MCI)":[105],"cognitively":[107],"(CN).":[109],"We":[110],"acquired":[111],"from":[114,121,206],"678":[115],"participants":[116],"clinical":[118,146],"diagnosis":[119,150,176],"information":[120],"Disease":[123],"Neuroimaging":[124],"Initiative":[125],"(ADNI)":[126],"database,":[127],"we":[129,201],"focus":[130],"Mini-Mental":[132],"State":[133],"Examination":[134],"(MMSE)":[135],"extensively":[140],"used":[141],"psychometric":[142],"examination":[143],"practice.":[147],"Through":[148],"computer-aided":[149],"(CAD)":[151],"system":[152],"called":[155],"\u201csmart":[157],"doctor\u201d,":[158],"this":[159,197],"can":[161,189],"help":[162],"doctors":[163],"diagnose":[164],"patients":[165],"disease.":[168,224],"The":[169,193],"medical":[170],"AI":[171],"brings":[172],"accurate":[173],"rapid":[175],"prediction.":[178],"As":[179],"follow":[181],"up":[182],"patient's":[184],"care":[185],"social":[187],"resources":[188],"be":[190],"given":[191],"faster.":[192],"main":[194],"result":[195],"that":[200],"found":[202],"two":[203],"valuable":[204],"features":[205],"MMSE,":[207,219],"orientation":[208],"recall,":[210],"have":[212],"same":[214],"ability":[215],"entire":[218],"detect":[221]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
