{"id":"https://openalex.org/W4392309252","doi":"https://doi.org/10.1109/access.2024.3371517","title":"PPGCN: Phase-Aligned Periodic Graph Convolutional Network for Dual-Task-Based Cognitive Impairment Detection","display_name":"PPGCN: Phase-Aligned Periodic Graph Convolutional Network for Dual-Task-Based Cognitive Impairment Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392309252","doi":"https://doi.org/10.1109/access.2024.3371517"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3371517","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371517","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453582.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453582.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047346523","display_name":"\u00c1kos God\u00f3","orcid":"https://orcid.org/0000-0001-6227-4611"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"\u00c1kos God\u00f3","raw_affiliation_strings":["SANKEN, Osaka University, Osaka, Japan","SANKEN, Osaka University, Ibaraki, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-6227-4611","affiliations":[{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]},{"raw_affiliation_string":"SANKEN, Osaka University, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002148629","display_name":"Shuqiong Wu","orcid":"https://orcid.org/0000-0003-1501-9719"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shuqiong Wu","raw_affiliation_strings":["SANKEN, Osaka University, Osaka, Japan","SANKEN, Osaka University, Ibaraki, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-1501-9719","affiliations":[{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]},{"raw_affiliation_string":"SANKEN, Osaka University, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069226668","display_name":"Fumio Okura","orcid":"https://orcid.org/0000-0001-7595-1300"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumio Okura","raw_affiliation_strings":["Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0001-7595-1300","affiliations":[{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Graduate School of Information Science and Technology, Osaka University, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010680369","display_name":"Yasushi Makihara","orcid":"https://orcid.org/0000-0002-7071-4872"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasushi Makihara","raw_affiliation_strings":["SANKEN, Osaka University, Osaka, Japan","SANKEN, Osaka University, Ibaraki, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-7071-4872","affiliations":[{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]},{"raw_affiliation_string":"SANKEN, Osaka University, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067446953","display_name":"Manabu Ikeda","orcid":"https://orcid.org/0000-0003-3060-5281"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Manabu Ikeda","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101532585","display_name":"Shunsuke Sato","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shunsuke Sato","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan","Department of Psychiatry, Esaka Hospital, Suita, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1378-4428","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Esaka Hospital, Suita, Osaka, Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102921460","display_name":"Maki Suzuki","orcid":"https://orcid.org/0000-0003-4777-4110"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Maki Suzuki","raw_affiliation_strings":["Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Osaka, Japan","Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Suita, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-4777-4110","affiliations":[{"raw_affiliation_string":"Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Behavioral Neurology and Neuropsychiatry, United Graduate School of Child Development, Osaka University, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006498606","display_name":"Yuto Satake","orcid":"https://orcid.org/0000-0002-9350-3162"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yuto Satake","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-9350-3162","affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009607973","display_name":"Daiki Taomoto","orcid":"https://orcid.org/0009-0006-0578-2517"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Daiki Taomoto","raw_affiliation_strings":["Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, Graduate School of Medicine, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]},{"raw_affiliation_string":"Department of Psychiatry, Osaka University Graduate School of Medicine, Suita, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040773064","display_name":"Yasushi Yagi","orcid":"https://orcid.org/0000-0002-3546-8071"},"institutions":[{"id":"https://openalex.org/I4210110027","display_name":"Sanken Electric (Japan)","ror":"https://ror.org/01v07hj96","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210110027"]},{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yasushi Yagi","raw_affiliation_strings":["SANKEN, Osaka University, Osaka, Japan","SANKEN, Osaka University, Ibaraki, Osaka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-3546-8071","affiliations":[{"raw_affiliation_string":"SANKEN, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"]},{"raw_affiliation_string":"SANKEN, Osaka University, Ibaraki, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5047346523"],"corresponding_institution_ids":["https://openalex.org/I4210110027","https://openalex.org/I98285908"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1904,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87394038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"37679","last_page":"37691"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9842000007629395,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9811000227928162,"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/computer-science","display_name":"Computer science","score":0.7682750821113586},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5798233151435852},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5694476962089539},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5384435653686523},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5089435577392578},{"id":"https://openalex.org/keywords/cognitive-impairment","display_name":"Cognitive impairment","score":0.4469067454338074},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.43086305260658264},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4187222123146057},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.414673388004303},{"id":"https://openalex.org/keywords/skeleton","display_name":"Skeleton (computer programming)","score":0.41055986285209656},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.39255446195602417},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.15283110737800598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7682750821113586},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5798233151435852},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5694476962089539},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5384435653686523},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5089435577392578},{"id":"https://openalex.org/C2984915365","wikidata":"https://www.wikidata.org/wiki/Q5141203","display_name":"Cognitive impairment","level":3,"score":0.4469067454338074},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.43086305260658264},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4187222123146057},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.414673388004303},{"id":"https://openalex.org/C18969341","wikidata":"https://www.wikidata.org/wiki/Q1169129","display_name":"Skeleton (computer programming)","level":2,"score":0.41055986285209656},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.39255446195602417},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.15283110737800598},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":2,"locations":[{"id":"doi:10.1109/access.2024.3371517","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371517","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453582.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a39af2c6c058488a881c2161cbf93dea","is_oa":true,"landing_page_url":"https://doaj.org/article/a39af2c6c058488a881c2161cbf93dea","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 37679-37691 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3371517","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3371517","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10453582.pdf","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7881732376","display_name":null,"funder_award_id":"JP20H00607","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G888740476","display_name":null,"funder_award_id":"JP23uk1024001","funder_id":"https://openalex.org/F4320311405","funder_display_name":"Japan Agency for Medical Research and Development"}],"funders":[{"id":"https://openalex.org/F4320309949","display_name":"Canadian Institute for Advanced Research","ror":"https://ror.org/01sdtdd95"},{"id":"https://openalex.org/F4320311405","display_name":"Japan Agency for Medical Research and Development","ror":"https://ror.org/004rtk039"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392309252.pdf","grobid_xml":"https://content.openalex.org/works/W4392309252.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1857382374","https://openalex.org/W2001619934","https://openalex.org/W2034014085","https://openalex.org/W2045122909","https://openalex.org/W2058916764","https://openalex.org/W2073139398","https://openalex.org/W2087030179","https://openalex.org/W2092485975","https://openalex.org/W2104368443","https://openalex.org/W2109140840","https://openalex.org/W2134262590","https://openalex.org/W2139713457","https://openalex.org/W2273396394","https://openalex.org/W2286113349","https://openalex.org/W2582524520","https://openalex.org/W2756203131","https://openalex.org/W2809418595","https://openalex.org/W2889326414","https://openalex.org/W2921964350","https://openalex.org/W2949676527","https://openalex.org/W2985331920","https://openalex.org/W2997171197","https://openalex.org/W3006670753","https://openalex.org/W3041343669","https://openalex.org/W3045847033","https://openalex.org/W3047307615","https://openalex.org/W3082825957","https://openalex.org/W3093156138","https://openalex.org/W3103720336","https://openalex.org/W3126645379","https://openalex.org/W3191900174","https://openalex.org/W4200321690","https://openalex.org/W4200616227","https://openalex.org/W4206304985","https://openalex.org/W4240592325","https://openalex.org/W4311361333","https://openalex.org/W4319342401","https://openalex.org/W4322627364","https://openalex.org/W4385245566","https://openalex.org/W4386050192","https://openalex.org/W4386613544","https://openalex.org/W4389542258","https://openalex.org/W6713582119","https://openalex.org/W6726873649"],"related_works":["https://openalex.org/W2953562271","https://openalex.org/W2334655667","https://openalex.org/W4391621807","https://openalex.org/W2464530384","https://openalex.org/W2105938841","https://openalex.org/W4253358700","https://openalex.org/W3037187668","https://openalex.org/W3139863978","https://openalex.org/W2014897006","https://openalex.org/W1756135943"],"abstract_inverted_index":{"Early":[0],"detection":[1,108],"methods":[2],"for":[3,8],"cognitive":[4,21,106],"impairment":[5,22,107],"are":[6],"crucial":[7],"its":[9,122],"effective":[10],"treatment.":[11],"Dual-task-based":[12],"pipelines":[13,26],"that":[14,40,110],"rely":[15],"on":[16,57,112],"skeleton":[17,32,49,79,114],"sequences":[18,33,115],"can":[19,43],"detect":[20],"reliably.":[23],"Although":[24],"such":[25],"achieve":[27],"state-of-the-art":[28],"results":[29],"by":[30,46,98],"analyzing":[31],"of":[34,60,75,94,103,136,140],"periodic":[35,68,78],"stepping":[36],"motion,":[37],"we":[38],"propose":[39],"their":[41],"performance":[42],"be":[44],"improved":[45],"decomposing":[47],"the":[48,61,66],"sequence":[50],"into":[51],"representative":[52,92],"phase-aligned":[53,67,77],"periods":[54],"and":[55,131,138],"focusing":[56],"them":[58],"instead":[59],"entire":[62],"sequence.":[63],"We":[64,81],"present":[65],"graph":[69],"convolutional":[70],"network,":[71],"which":[72],"is":[73],"capable":[74],"processing":[76],"sequences.":[80],"trained":[82],"it":[83],"with":[84],"a":[85,91,104,133,143],"cross-modality":[86],"feature":[87],"fusion":[88],"loss":[89],"using":[90],"dataset":[93],"392":[95],"samples":[96],"annotated":[97],"medical":[99],"professionals.":[100],"As":[101],"part":[102],"dual-task":[105],"pipeline":[109],"relies":[111],"two-dimensional":[113],"extracted":[116],"from":[117],"RGB":[118],"images":[119],"to":[120],"improve":[121],"general":[123],"usability,":[124],"our":[125],"proposed":[126],"method":[127],"outperformed":[128],"existing":[129],"approaches":[130],"achieved":[132],"mean":[134],"sensitivity":[135],"0.9231":[137],"specificity":[139],"0.9398":[141],"in":[142],"four-fold":[144],"cross-validation":[145],"setup.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}