{"id":"https://openalex.org/W4377996970","doi":"https://doi.org/10.1145/3588015.3588419","title":"Prediction Procedure for Dementia Levels based on Waveform Features of Binocular Pupil Light Reflex","display_name":"Prediction Procedure for Dementia Levels based on Waveform Features of Binocular Pupil Light Reflex","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4377996970","doi":"https://doi.org/10.1145/3588015.3588419"},"language":"en","primary_location":{"id":"doi:10.1145/3588015.3588419","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588015.3588419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 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/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"]},{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Minoru Nakayama","raw_affiliation_strings":["Information and Communications Engineering, Tokyo Institute of Technology, Japan"],"affiliations":[{"raw_affiliation_string":"Information and Communications Engineering, Tokyo Institute of Technology, Japan","institution_ids":["https://openalex.org/I90023481","https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055446451","display_name":"Wioletta Nowak","orcid":"https://orcid.org/0000-0002-4135-2526"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Wioletta Nowak","raw_affiliation_strings":["Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048700734","display_name":"Anna \u017barowska","orcid":"https://orcid.org/0000-0003-4544-9082"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]},{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Anna Zarowska","raw_affiliation_strings":["Wroclaw University of Science and Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Science and Technology, Poland","institution_ids":["https://openalex.org/I11923345","https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070484773"],"corresponding_institution_ids":["https://openalex.org/I114531698","https://openalex.org/I90023481"],"apc_list":null,"apc_paid":null,"fwci":1.1466,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76454348,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10250","display_name":"Glaucoma and retinal disorders","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10250","display_name":"Glaucoma and retinal disorders","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2731","display_name":"Ophthalmology"},"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/T10342","display_name":"Circadian rhythm and melatonin","score":0.9667999744415283,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"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/T10977","display_name":"Optical Imaging and Spectroscopy Techniques","score":0.9623000025749207,"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/pupil","display_name":"Pupil","score":0.6729620695114136},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.6078068614006042},{"id":"https://openalex.org/keywords/pupillometry","display_name":"Pupillometry","score":0.6040447354316711},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.5867566466331482},{"id":"https://openalex.org/keywords/reflex","display_name":"Reflex","score":0.5645690560340881},{"id":"https://openalex.org/keywords/pupillary-light-reflex","display_name":"Pupillary light reflex","score":0.5459550619125366},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5430566072463989},{"id":"https://openalex.org/keywords/pupillary-response","display_name":"Pupillary response","score":0.49730709195137024},{"id":"https://openalex.org/keywords/chromatic-scale","display_name":"Chromatic scale","score":0.4474296569824219},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3810045123100281},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3082349896430969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.304296612739563},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.22596478462219238},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15046349167823792},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.12273988127708435},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10886445641517639},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.10866707563400269},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08265069127082825}],"concepts":[{"id":"https://openalex.org/C2777394604","wikidata":"https://www.wikidata.org/wiki/Q173318","display_name":"Pupil","level":2,"score":0.6729620695114136},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.6078068614006042},{"id":"https://openalex.org/C2778711042","wikidata":"https://www.wikidata.org/wiki/Q3410891","display_name":"Pupillometry","level":3,"score":0.6040447354316711},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.5867566466331482},{"id":"https://openalex.org/C83974742","wikidata":"https://www.wikidata.org/wiki/Q179405","display_name":"Reflex","level":2,"score":0.5645690560340881},{"id":"https://openalex.org/C2781184276","wikidata":"https://www.wikidata.org/wiki/Q2306768","display_name":"Pupillary light reflex","level":3,"score":0.5459550619125366},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5430566072463989},{"id":"https://openalex.org/C149288182","wikidata":"https://www.wikidata.org/wiki/Q7260673","display_name":"Pupillary response","level":3,"score":0.49730709195137024},{"id":"https://openalex.org/C196956537","wikidata":"https://www.wikidata.org/wiki/Q202021","display_name":"Chromatic scale","level":2,"score":0.4474296569824219},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3810045123100281},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3082349896430969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.304296612739563},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.22596478462219238},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15046349167823792},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.12273988127708435},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10886445641517639},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.10866707563400269},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08265069127082825},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3588015.3588419","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3588015.3588419","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 Symposium on Eye Tracking Research and Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5408306153","display_name":null,"funder_award_id":"JPMJTM20CQ","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1600451534","https://openalex.org/W1847168837","https://openalex.org/W1965854989","https://openalex.org/W1977598216","https://openalex.org/W2000714496","https://openalex.org/W2040635611","https://openalex.org/W2043552806","https://openalex.org/W2076736517","https://openalex.org/W2077830514","https://openalex.org/W2114469359","https://openalex.org/W2123311935","https://openalex.org/W2144084456","https://openalex.org/W2551410102","https://openalex.org/W2897431976","https://openalex.org/W2938319151","https://openalex.org/W2945336505","https://openalex.org/W3112829527","https://openalex.org/W3158733189","https://openalex.org/W4226483222","https://openalex.org/W6729591153"],"related_works":["https://openalex.org/W4239278205","https://openalex.org/W2944686065","https://openalex.org/W35587203","https://openalex.org/W1976909010","https://openalex.org/W2041962587","https://openalex.org/W3198998068","https://openalex.org/W166804691","https://openalex.org/W2793982183","https://openalex.org/W167960750","https://openalex.org/W3024613944"],"abstract_inverted_index":{"A":[0,171],"procedure":[1,145,173],"for":[2,71,117,133,146,174],"calculating":[3],"the":[4,67,78,81,118,150,164,181],"probability":[5],"of":[6,8,14,31,36,91,120,122,130,166,176,178],"levels":[7,175],"dementia":[9,121,177],"is":[10],"proposed":[11],"using":[12,127,141,180],"features":[13,70],"binocular":[15,167],"pupil":[16],"light":[17,23,97,109],"reflex":[18],"(PLR)":[19],"to":[20,49,88,95],"a":[21,50,96,142],"chromatic":[22],"pulse":[24,98],"on":[25,99],"either":[26,100],"eye.":[27,101],"The":[28],"PLR":[29,68],"waveforms":[30],"101":[32],"elderly":[33],"participants,":[34],"consisting":[35],"patients":[37],"with":[38],"Alzheimer\u2019s":[39],"disease":[40],"(AD)":[41],"and":[42,77,111,158,163,186],"mild":[43],"cognitive":[44],"impairment":[45],"(MCI)":[46],"or":[47,135],"belonging":[48],"normal":[51],"control":[52],"group":[53],"(NC),":[54],"were":[55,64,75,84,114,125,139,161],"measured":[56,106],"during":[57],"four":[58],"experimental":[59],"conditions.":[60],"Three":[61],"factor":[62],"scores":[63],"calculated":[65,85],"from":[66],"waveform":[69],"each":[72,123],"response.":[73],"Responses":[74],"summarised":[76],"differences":[79],"between":[80],"two":[82,128],"eyes":[83],"in":[86,93],"order":[87],"detect":[89],"asynchronicity":[90],"PLRs":[92],"response":[94],"Pupillary":[102],"oscillation":[103,160],"was":[104,169,184,188],"also":[105],"separately":[107],"without":[108],"pulses,":[110],"frequency":[112],"powers":[113],"evaluated.":[115,189],"Probabilities":[116],"level":[119],"participant":[124],"predicted":[126],"types":[129],"regression":[131],"functions":[132,183],"MCI+AD":[134],"AD":[136],"patients,":[137],"which":[138,154],"optimised":[140,182],"variable":[143],"selection":[144],"extracted":[147],"features.":[148],"In":[149],"results,":[151],"some":[152],"variables":[153],"represent":[155],"asynchronous":[156],"measurement":[157,168],"pupillary":[159],"selected,":[162],"requirement":[165],"confirmed.":[170],"prediction":[172],"participants":[179],"proposed,":[185],"performance":[187]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}