{"id":"https://openalex.org/W2898731598","doi":"https://doi.org/10.1109/embc.2018.8512516","title":"Estimating Mini Mental State Examination Scores using Game-Specific Performance Values: A Preliminary Study","display_name":"Estimating Mini Mental State Examination Scores using Game-Specific Performance Values: A Preliminary Study","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2898731598","doi":"https://doi.org/10.1109/embc.2018.8512516","mag":"2898731598","pmid":"https://pubmed.ncbi.nlm.nih.gov/30440681"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8512516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5002468117","display_name":"Hee\u2010Tae Jung","orcid":"https://orcid.org/0000-0002-5727-6732"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hee-Tae Jung","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, US"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, US","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110692289","display_name":"Hyunsuk Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hyunsuk Lee","raw_affiliation_strings":["Woorisoft, Daegu, S, Korea"],"affiliations":[{"raw_affiliation_string":"Woorisoft, Daegu, S, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052708085","display_name":"Kwangwook Kim","orcid":"https://orcid.org/0000-0001-5854-6047"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwangwook Kim","raw_affiliation_strings":["Woorisoft, Daegu, S, Korea"],"affiliations":[{"raw_affiliation_string":"Woorisoft, Daegu, S, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030857877","display_name":"Byeongil Kim","orcid":"https://orcid.org/0000-0003-1659-9858"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Byeongil Kim","raw_affiliation_strings":["Woorisoft, Daegu, S, Korea"],"affiliations":[{"raw_affiliation_string":"Woorisoft, Daegu, S, Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045592062","display_name":"Sungji Park","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sungji Park","raw_affiliation_strings":["Heeyeon Rehabilitation Hospital, Changwon, S. Korea"],"affiliations":[{"raw_affiliation_string":"Heeyeon Rehabilitation Hospital, Changwon, S. Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012823940","display_name":"Taekyeong Ryu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Taekyeong Ryu","raw_affiliation_strings":["Heeyeon Rehabilitation Hospital, Changwon, S. Korea"],"affiliations":[{"raw_affiliation_string":"Heeyeon Rehabilitation Hospital, Changwon, S. Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102923060","display_name":"Yangsoo Kim","orcid":"https://orcid.org/0000-0003-2400-6514"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yangsoo Kim","raw_affiliation_strings":["Heeyeon Rehabilitation Hospital, Changwon, S. Korea"],"affiliations":[{"raw_affiliation_string":"Heeyeon Rehabilitation Hospital, Changwon, S. Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031228774","display_name":"Sunghoon Ivan Lee","orcid":"https://orcid.org/0000-0001-5935-125X"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunghoon Ivan Lee","raw_affiliation_strings":["University of Massachusetts Amherst, Amherst, MA, US"],"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst, Amherst, MA, US","institution_ids":["https://openalex.org/I24603500"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002468117"],"corresponding_institution_ids":["https://openalex.org/I24603500"],"apc_list":null,"apc_paid":null,"fwci":1.1234,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.78120494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"2018","issue":null,"first_page":"1518","last_page":"1521"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9983000159263611,"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":0.9983000159263611,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9933000206947327,"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"}},{"id":"https://openalex.org/T10144","display_name":"Blood Pressure and Hypertension Studies","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.672535240650177},{"id":"https://openalex.org/keywords/mini\u2013mental-state-examination","display_name":"Mini\u2013Mental State Examination","score":0.578718364238739},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5643864274024963},{"id":"https://openalex.org/keywords/cognitive-assessment-system","display_name":"Cognitive Assessment System","score":0.4865943193435669},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4459272623062134},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3978433609008789},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3954761326313019},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.378788024187088},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.361702024936676},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29916098713874817},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.18155422806739807},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.10432708263397217}],"concepts":[{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.672535240650177},{"id":"https://openalex.org/C2779077818","wikidata":"https://www.wikidata.org/wiki/Q913257","display_name":"Mini\u2013Mental State Examination","level":4,"score":0.578718364238739},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5643864274024963},{"id":"https://openalex.org/C117812244","wikidata":"https://www.wikidata.org/wiki/Q5141157","display_name":"Cognitive Assessment System","level":4,"score":0.4865943193435669},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4459272623062134},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3978433609008789},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3954761326313019},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.378788024187088},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.361702024936676},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29916098713874817},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.18155422806739807},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.10432708263397217},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008609","descriptor_name":"Mental Status Schedule","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008609","descriptor_name":"Mental Status Schedule","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008609","descriptor_name":"Mental Status Schedule","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009483","descriptor_name":"Neuropsychological Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009483","descriptor_name":"Neuropsychological Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009483","descriptor_name":"Neuropsychological Tests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018910","descriptor_name":"Video Games","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000150","qualifier_name":"complications","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000523","qualifier_name":"psychology","is_major_topic":false},{"descriptor_ui":"D020521","descriptor_name":"Stroke","qualifier_ui":"Q000523","qualifier_name":"psychology","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":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8512516","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8512516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30440681","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30440681","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338007","display_name":"Translational Impacts","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W165338889","https://openalex.org/W230373591","https://openalex.org/W1495061682","https://openalex.org/W1525629765","https://openalex.org/W1847168837","https://openalex.org/W1930624869","https://openalex.org/W1980485224","https://openalex.org/W2058740898","https://openalex.org/W2062230487","https://openalex.org/W2090249366","https://openalex.org/W2120626126","https://openalex.org/W2165758561","https://openalex.org/W2580792129","https://openalex.org/W2599456203","https://openalex.org/W4211142904","https://openalex.org/W4214926090","https://openalex.org/W4250452351","https://openalex.org/W6606718574","https://openalex.org/W6640462745","https://openalex.org/W6831792210"],"related_works":["https://openalex.org/W2327772511","https://openalex.org/W2808245748","https://openalex.org/W4247131241","https://openalex.org/W4391564056","https://openalex.org/W2033035965","https://openalex.org/W2590798068","https://openalex.org/W2410990962","https://openalex.org/W2056471297","https://openalex.org/W2943519747","https://openalex.org/W2154009133"],"abstract_inverted_index":{"Individuals":[0],"with":[1],"permanent":[2],"cognitive":[3,18,45,69,83,168],"impairment":[4],"need":[5,24],"to":[6,25,63,123,130],"be":[7,26],"evaluated":[8],"and":[9,76,151,160],"monitored.":[10],"There":[11],"exists":[12],"a":[13,37,53,79,125,140],"number":[14],"of":[15,44,55,67,82,97,108,146,167,174],"clinically":[16],"validated":[17],"assessment":[19,66,166],"tools,":[20],"but":[21],"they":[22],"often":[23],"administered":[27],"by":[28],"trained":[29],"therapists":[30],"in":[31,100],"clinical":[32,102,159],"settings.":[33,103],"This":[34,155],"serves":[35],"as":[36],"major":[38],"barrier":[39],"for":[40,163],"frequent,":[41],"longitudinal":[42,165],"monitoring":[43],"function.":[46,70],"In":[47],"this":[48],"work,":[49],"we":[50,111],"introduce":[51],"Neuro-World,":[52],"collection":[54],"innovative":[56],"3D":[57],"mobile":[58,176],"games,":[59],"that":[60],"allows":[61],"one":[62],"self-administer":[64],"the":[65,86,94,98,106,132,149],"his/her":[68],"The":[71],"game":[72],"performance":[73,114],"is":[74],"analyzed":[75],"converted":[77],"into":[78],"clinically-accepted":[80],"measure":[81],"function,":[84],"specifically":[85],"Mini":[87],"Mental":[88],"State":[89],"Examination":[90],"(MMSE)":[91],"score,":[92],"improving":[93],"translational":[95],"impact":[96],"system":[99],"real-world":[101],"To":[104],"validate":[105],"feasibility":[107],"our":[109],"approach,":[110],"collected":[112],"game-specific":[113],"data":[115],"from":[116],"12":[117],"post-stroke":[118],"patients,":[119],"which":[120],"was":[121],"used":[122],"train":[124],"supervised":[126],"machine":[127],"learning":[128],"model":[129],"estimate":[131],"corresponding":[133],"MMSE":[134,153],"score.":[135],"Our":[136],"experiment":[137],"results":[138],"showed":[139],"normalized":[141],"root":[142],"mean":[143],"square":[144],"error":[145],"5.3%":[147],"between":[148],"actual":[150],"estimated":[152],"scores.":[154],"study":[156],"enables":[157],"new":[158],"research":[161],"opportunities":[162],"accurate":[164],"function":[169],"via":[170],"an":[171],"interactive":[172],"means":[173],"playing":[175],"games.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
