{"id":"https://openalex.org/W4399200309","doi":"https://doi.org/10.1145/3649902.3656360","title":"Attempts on detecting Alzheimer's disease by fine-tuning pre-trained model with Gaze Data","display_name":"Attempts on detecting Alzheimer's disease by fine-tuning pre-trained model with Gaze Data","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4399200309","doi":"https://doi.org/10.1145/3649902.3656360"},"language":"en","primary_location":{"id":"doi:10.1145/3649902.3656360","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649902.3656360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Symposium on Eye Tracking Research and Applications","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/A5056871065","display_name":"Junichi Nagasawa","orcid":"https://orcid.org/0009-0001-5866-7348"},"institutions":[{"id":"https://openalex.org/I206011266","display_name":"Kwansei Gakuin University","ror":"https://ror.org/02qf2tx24","country_code":"JP","type":"education","lineage":["https://openalex.org/I206011266"]},{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Junichi Nagasawa","raw_affiliation_strings":["Kobe University, Japan and Kwansei Gakuin University, Japan"],"raw_orcid":"https://orcid.org/0009-0001-5866-7348","affiliations":[{"raw_affiliation_string":"Kobe University, Japan and Kwansei Gakuin University, Japan","institution_ids":["https://openalex.org/I206011266","https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014778231","display_name":"Y. Nakata","orcid":"https://orcid.org/0009-0001-2842-0117"},"institutions":[{"id":"https://openalex.org/I206011266","display_name":"Kwansei Gakuin University","ror":"https://ror.org/02qf2tx24","country_code":"JP","type":"education","lineage":["https://openalex.org/I206011266"]},{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuichi Nakata","raw_affiliation_strings":["Kobe University, Japan and Kwansei Gakuin University, Japan"],"raw_orcid":"https://orcid.org/0009-0001-2842-0117","affiliations":[{"raw_affiliation_string":"Kobe University, Japan and Kwansei Gakuin University, Japan","institution_ids":["https://openalex.org/I206011266","https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040315989","display_name":"Mamoru Hiroe","orcid":"https://orcid.org/0000-0002-5145-5406"},"institutions":[{"id":"https://openalex.org/I4210105506","display_name":"Osaka Seikei University","ror":"https://ror.org/00yydx071","country_code":"JP","type":"education","lineage":["https://openalex.org/I4210105506"]},{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mamoru Hiroe","raw_affiliation_strings":["Osaka Seikei University, Japan and Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5145-5406","affiliations":[{"raw_affiliation_string":"Osaka Seikei University, Japan and Kobe University, Japan","institution_ids":["https://openalex.org/I4210105506","https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016806968","display_name":"Y. Zheng","orcid":"https://orcid.org/0000-0003-0780-9462"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yujia Zheng","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0780-9462","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053276055","display_name":"Yutaka Kawaguchi","orcid":"https://orcid.org/0009-0001-6543-9685"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yutaka Kawaguchi","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0009-0001-6543-9685","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075100703","display_name":"Yuji Maegawa","orcid":null},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuji Maegawa","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0009-0005-9093-1080","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068711446","display_name":"Naoki Hojo","orcid":"https://orcid.org/0009-0007-4063-1201"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naoki Hojo","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0009-0007-4063-1201","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009283470","display_name":"Tetsuya Takiguchi","orcid":"https://orcid.org/0000-0001-5005-7679"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tetsuya Takiguchi","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5005-7679","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070484773","display_name":"Minoru Nakayama","orcid":"https://orcid.org/0000-0001-5563-6901"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Minoru Nakayama","raw_affiliation_strings":["Tokyo Institute of Technology, Japan"],"raw_orcid":"https://orcid.org/0000-0001-5563-6901","affiliations":[{"raw_affiliation_string":"Tokyo Institute of Technology, Japan","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084004090","display_name":"Maki Uchimura","orcid":"https://orcid.org/0000-0002-0186-8392"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Uchimura","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0186-8392","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012087455","display_name":"Yuma Sonoda","orcid":"https://orcid.org/0000-0001-8441-7441"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuma Sonoda","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8441-7441","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023772579","display_name":"Hisatomo Kowa","orcid":"https://orcid.org/0000-0002-5300-8589"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hisatomo Kowa","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0002-5300-8589","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040275738","display_name":"Takashi Nagamatsu","orcid":"https://orcid.org/0000-0001-8426-5978"},"institutions":[{"id":"https://openalex.org/I65837984","display_name":"Kobe University","ror":"https://ror.org/03tgsfw79","country_code":"JP","type":"education","lineage":["https://openalex.org/I65837984"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Nagamatsu","raw_affiliation_strings":["Kobe University, Japan"],"raw_orcid":"https://orcid.org/0000-0001-8426-5978","affiliations":[{"raw_affiliation_string":"Kobe University, Japan","institution_ids":["https://openalex.org/I65837984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5056871065"],"corresponding_institution_ids":["https://openalex.org/I206011266","https://openalex.org/I65837984"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0689206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9890000224113464,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9775999784469604,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/eye-movement","display_name":"Eye movement","score":0.7277650237083435},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6680011749267578},{"id":"https://openalex.org/keywords/neuropsychology","display_name":"Neuropsychology","score":0.5599277019500732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5564264059066772},{"id":"https://openalex.org/keywords/gaze","display_name":"Gaze","score":0.5547762513160706},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.5252166390419006},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47484925389289856},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4744996726512909},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4677109122276306},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.44282543659210205},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4347694516181946},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4185367524623871},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.3340545892715454},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2905454635620117},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.15640905499458313},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.140362948179245}],"concepts":[{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.7277650237083435},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6680011749267578},{"id":"https://openalex.org/C14216870","wikidata":"https://www.wikidata.org/wiki/Q3872","display_name":"Neuropsychology","level":3,"score":0.5599277019500732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5564264059066772},{"id":"https://openalex.org/C2779916870","wikidata":"https://www.wikidata.org/wiki/Q14467155","display_name":"Gaze","level":2,"score":0.5547762513160706},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.5252166390419006},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47484925389289856},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4744996726512909},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4677109122276306},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.44282543659210205},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4347694516181946},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4185367524623871},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.3340545892715454},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2905454635620117},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.15640905499458313},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.140362948179245},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649902.3656360","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3649902.3656360","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1043640726","display_name":null,"funder_award_id":"22K18423","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1528257195","https://openalex.org/W1600451534","https://openalex.org/W2896962817","https://openalex.org/W2996823965","https://openalex.org/W4328114456","https://openalex.org/W4387031219"],"related_works":["https://openalex.org/W4384434815","https://openalex.org/W2161294397","https://openalex.org/W2012644758","https://openalex.org/W1701036363","https://openalex.org/W2958385752","https://openalex.org/W1561131412","https://openalex.org/W1981014703","https://openalex.org/W4206950173","https://openalex.org/W2186236678","https://openalex.org/W2113629050"],"abstract_inverted_index":{"Early":[0],"detection":[1],"of":[2,108,114,127],"Alzheimer\u2019s":[3],"disease":[4],"(AD)":[5],"is":[6,22,55],"important":[7],"but":[8],"difficult.":[9],"Screening":[10],"for":[11,26,34,59,78,106,124],"AD":[12,36],"using":[13,94],"neuropsychological":[14],"tests":[15],"such":[16],"as":[17],"mini-mental":[18],"state":[19],"examination":[20],"(MMSE)":[21],"time-consuming":[23],"and":[24,90,129],"burdensome":[25],"patients.":[27],"Recently,":[28],"several":[29],"methods":[30],"have":[31,138],"been":[32],"reported":[33],"detecting":[35],"based":[37],"on":[38],"eye":[39,43,52,115],"movements.":[40],"However,":[41],"analyzing":[42],"movements":[44],"requires":[45,62],"considerable":[46],"effort.":[47],"Although":[48],"machine":[49],"learning":[50],"from":[51,87,96],"movement":[53,116],"data":[54,86,95,135],"a":[56,139],"strong":[57],"candidate":[58],"labor-saving,":[60],"it":[61],"large":[63],"datasets.":[64],"In":[65],"this":[66,103],"study,":[67],"we":[68,83],"modify":[69],"an":[70],"existing":[71],"pre-trained":[72],"deep":[73],"neural":[74],"network":[75],"model,":[76],"gazeNet,":[77],"transfer":[79],"learning.":[80],"For":[81],"evaluation,":[82],"exclusively":[84],"used":[85],"one":[88],"participant":[89],"fine-tuned":[91],"the":[92,98,109,118,125,134,145],"model":[93],"all":[97],"remaining":[99],"participants.":[100,111],"We":[101],"repeated":[102],"procedure":[104],"separately":[105],"each":[107],"14":[110],"The":[112],"results":[113],"during":[117],"antisaccade":[119],"task":[120],"were":[121],"not":[122],"satisfactory":[123],"discrimination":[126],"AD,":[128],"detailed":[130],"analysis":[131],"suggested":[132],"that":[133],"might":[136],"potentially":[137],"correlation":[140],"with":[141],"MMSE":[142],"scores":[143],"in":[144],"mild":[146],"cognitive":[147],"impairment":[148],"range.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}