{"id":"https://openalex.org/W4352977020","doi":"https://doi.org/10.1109/tcds.2023.3260081","title":"Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing","display_name":"Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing","publication_year":2023,"publication_date":"2023-03-21","ids":{"openalex":"https://openalex.org/W4352977020","doi":"https://doi.org/10.1109/tcds.2023.3260081"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2023.3260081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2023.3260081","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-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/A5088197448","display_name":"Mengru Xu","orcid":"https://orcid.org/0009-0004-8549-8449"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengru Xu","raw_affiliation_strings":["Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101676497","display_name":"Feng Zhao","orcid":"https://orcid.org/0000-0003-4317-4732"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhao Feng","raw_affiliation_strings":["Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101687424","display_name":"Sujie Wang","orcid":"https://orcid.org/0009-0004-8640-634X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sujie Wang","raw_affiliation_strings":["Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074322926","display_name":"Hui Gao","orcid":"https://orcid.org/0000-0001-5123-1341"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Gao","raw_affiliation_strings":["Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Key Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036051863","display_name":"Jiaye Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaye Cai","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078930238","display_name":"Biwen Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biwen Wu","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068018857","display_name":"Huaying Cai","orcid":"https://orcid.org/0000-0001-5219-9777"},"institutions":[{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huaying Cai","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101236342","display_name":"Yi Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Sun","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031778999","display_name":"Cuntai Guan","orcid":"https://orcid.org/0000-0002-0872-3276"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Cuntai Guan","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Jurong West, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068936523","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0002-6666-8586"},"institutions":[{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","Department of Biomedical Engineering, State Key Laboratory for Brain-Computer IntelligenceKey Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Biomedical Engineering, State Key Laboratory for Brain-Computer IntelligenceKey Laboratory for Biomedical Engineering of Ministry of Education of China, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101899064","display_name":"Xuchen Qi","orcid":"https://orcid.org/0000-0001-8236-8789"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]},{"id":"https://openalex.org/I2802390878","display_name":"Sir Run Run Shaw Hospital","ror":"https://ror.org/00ka6rp58","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802390878"]},{"id":"https://openalex.org/I4210160695","display_name":"Shaoxing People's Hospital","ror":"https://ror.org/05v58y004","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210160695"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuchen Qi","raw_affiliation_strings":["Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","Department of Neurosurgery, Shaoxing People's Hospital, Shaoxing, China"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China","institution_ids":["https://openalex.org/I2802390878","https://openalex.org/I76130692"]},{"raw_affiliation_string":"Department of Neurosurgery, Shaoxing People's Hospital, Shaoxing, China","institution_ids":["https://openalex.org/I4210160695"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5088197448"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":1.4483,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80117888,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"16","issue":"1","first_page":"232","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9986000061035156,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.98580002784729,"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/computer-science","display_name":"Computer science","score":0.7731623649597168},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6978502869606018},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6371051073074341},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5838075876235962},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.36155450344085693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34606310725212097},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.20837169885635376},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1399361491203308}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7731623649597168},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6978502869606018},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6371051073074341},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5838075876235962},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.36155450344085693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34606310725212097},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.20837169885635376},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1399361491203308},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2023.3260081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2023.3260081","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7300000190734863,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2765144528","display_name":null,"funder_award_id":"LTGY23H180015","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G388914555","display_name":null,"funder_award_id":"2021ZD0200408","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G4969161343","display_name":null,"funder_award_id":"LR23F010003","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G50148068","display_name":null,"funder_award_id":"XMGL-KJZX-202203","funder_id":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University"},{"id":"https://openalex.org/G8763946744","display_name":null,"funder_award_id":"81272056","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W43735165","https://openalex.org/W157461013","https://openalex.org/W968071110","https://openalex.org/W1484966362","https://openalex.org/W1605240452","https://openalex.org/W1890860972","https://openalex.org/W1966641148","https://openalex.org/W1968099491","https://openalex.org/W1969659398","https://openalex.org/W1971203803","https://openalex.org/W1974764791","https://openalex.org/W1987148076","https://openalex.org/W1992373870","https://openalex.org/W1999174202","https://openalex.org/W2009914532","https://openalex.org/W2020089616","https://openalex.org/W2022104574","https://openalex.org/W2039052749","https://openalex.org/W2041314544","https://openalex.org/W2045493030","https://openalex.org/W2058559588","https://openalex.org/W2073314679","https://openalex.org/W2083710072","https://openalex.org/W2088299881","https://openalex.org/W2089572795","https://openalex.org/W2096420978","https://openalex.org/W2096629297","https://openalex.org/W2100254792","https://openalex.org/W2105909330","https://openalex.org/W2108308481","https://openalex.org/W2111177605","https://openalex.org/W2114441144","https://openalex.org/W2115138492","https://openalex.org/W2127252622","https://openalex.org/W2128495200","https://openalex.org/W2136562407","https://openalex.org/W2143185943","https://openalex.org/W2150052630","https://openalex.org/W2150168781","https://openalex.org/W2152173818","https://openalex.org/W2162140684","https://openalex.org/W2167822639","https://openalex.org/W2168545543","https://openalex.org/W2215796171","https://openalex.org/W2261974637","https://openalex.org/W2312525737","https://openalex.org/W2332186078","https://openalex.org/W2432417810","https://openalex.org/W2464930134","https://openalex.org/W2606935699","https://openalex.org/W2724448226","https://openalex.org/W2746003394","https://openalex.org/W2775778209","https://openalex.org/W2783590821","https://openalex.org/W2808133395","https://openalex.org/W2899666664","https://openalex.org/W2921741777","https://openalex.org/W2925507233","https://openalex.org/W2927536445","https://openalex.org/W2938846115","https://openalex.org/W2981573184","https://openalex.org/W3000689456","https://openalex.org/W3015242703","https://openalex.org/W3035199618","https://openalex.org/W3092954664","https://openalex.org/W3094882277","https://openalex.org/W3121468319","https://openalex.org/W3164347092","https://openalex.org/W3178835531","https://openalex.org/W4226149420","https://openalex.org/W4241807651","https://openalex.org/W6601808611","https://openalex.org/W6606387877"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W4211075255"],"abstract_inverted_index":{"Although":[0],"convergent":[1],"evidence":[2],"has":[3],"shown":[4],"that":[5],"patients":[6,85,115],"with":[7,56,86,133],"mild":[8],"stroke":[9],"(MS)":[10],"are":[11],"commonly":[12],"accompanied":[13],"by":[14],"post-stroke":[15,31],"cognitive":[16,38,94,198],"and/or":[17],"memory":[18],"impairment,":[19,39],"only":[20],"disproportionate":[21],"attention":[22],"was":[23,61,81,163],"paid":[24],"compared":[25],"to":[26,67],"severe":[27],"stroke.":[28],"To":[29],"promote":[30],"management":[32],"for":[33,45,105,184],"early":[34],"intervention":[35],"in":[36,63,121,155,169],"MS-related":[37,73,167,194],"a":[40,69,127,134],"feasible":[41],"and":[42,88,98,101,109,187],"convenient":[43],"method":[44],"MS":[46,87],"detection":[47],"is,":[48],"therefore,":[49],"favorable.":[50],"A":[51],"data-driven":[52],"classification":[53,107,129,139],"framework":[54],"combined":[55],"quantitative":[57],"graph":[58,110],"theoretical":[59,111],"analysis":[60],"introduced":[62],"this":[64],"work,":[65],"aiming":[66],"provide":[68],"comprehensive":[70],"appreciation":[71],"of":[72,131,141,147,179,191],"brain":[74],"network":[75],"alterations.":[76],"EEG":[77],"functional":[78],"connectivity":[79],"(FC)":[80],"constructed":[82],"from":[83,138],"45":[84,89],"healthy":[90],"participants":[91],"during":[92,197],"two":[93],"tasks":[95],"(i.e.,":[96],"visual":[97],"auditory":[99],"oddball)":[100],"set":[102],"as":[103,181],"input":[104],"the":[106,148,177,192],"model":[108],"analysis.":[112],"As":[113],"expected,":[114],"showed":[116],"significantly":[117,159],"reduced":[118],"behavioral":[119],"performance":[120],"both":[122,142,156],"tasks.":[123,143,157],"Furthermore,":[124],"we":[125],"achieved":[126],"satisfactory":[128],"accuracy":[130],"88.9%":[132],"decision":[135],"fusion":[136],"strategy":[137],"models":[140],"The":[144],"spatiospectral":[145],"characteristics":[146],"discriminative":[149],"FC":[150,180],"revealed":[151],"complex":[152],"topological":[153],"distributions":[154],"Moreover,":[158],"decreased":[160],"global":[161],"efficiency":[162],"found,":[164],"suggesting":[165],"an":[166],"disruption":[168],"parallel":[170],"information":[171],"processing.":[172,199],"Overall,":[173],"these":[174],"results":[175],"demonstrated":[176],"potential":[178],"salient":[182],"biomarkers":[183],"detecting":[185],"MS,":[186],"extended":[188],"our":[189],"understanding":[190],"underlying":[193],"neural":[195],"mechanisms":[196]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
