{"id":"https://openalex.org/W4406238212","doi":"https://doi.org/10.1109/bibm62325.2024.10822739","title":"Multi Models Fusion for Predicting Stroke Recovery Based on EEG Features","display_name":"Multi Models Fusion for Predicting Stroke Recovery Based on EEG Features","publication_year":2024,"publication_date":"2024-12-03","ids":{"openalex":"https://openalex.org/W4406238212","doi":"https://doi.org/10.1109/bibm62325.2024.10822739"},"language":"en","primary_location":{"id":"doi:10.1109/bibm62325.2024.10822739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5101644765","display_name":"Ming Cheng","orcid":"https://orcid.org/0000-0003-0289-2447"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingchen Cheng","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075436925","display_name":"Xueyi Ni","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueyi Ni","raw_affiliation_strings":["Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zinan Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zinan Yuan","raw_affiliation_strings":["Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102776183","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0003-4046-5366"},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Cheng","raw_affiliation_strings":["Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004958810","display_name":"Zexuan Hao","orcid":"https://orcid.org/0000-0002-7195-9476"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zexuan Hao","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111693459","display_name":"Zhimin Shao","orcid":"https://orcid.org/0000-0002-3078-0939"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhimin Shao","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102671740","display_name":"Yu Pan","orcid":"https://orcid.org/0009-0008-9666-8502"},"institutions":[{"id":"https://openalex.org/I4210153550","display_name":"Beijing Tsinghua Chang Gung Hospital","ror":"https://ror.org/050nfgr37","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153550"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Pan","raw_affiliation_strings":["Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,School of Clinical Medicine, Beijing Tsinghua Changgung Hospital,Dept. of Rehabilitation Medicine,Beijing,China","institution_ids":["https://openalex.org/I4210153550","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101473085","display_name":"Weibei Dou","orcid":"https://orcid.org/0000-0001-8555-2776"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weibei Dou","raw_affiliation_strings":["Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist),Dept. of Electronic Engineering,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27919422,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4877","last_page":"4884"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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":0.9437000155448914,"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/electroencephalography","display_name":"Electroencephalography","score":0.7072674632072449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6659500598907471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5479337573051453},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.47379347681999207},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3629705309867859},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09360671043395996},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.09064045548439026}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7072674632072449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6659500598907471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5479337573051453},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.47379347681999207},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3629705309867859},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09360671043395996},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09064045548439026},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm62325.2024.10822739","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm62325.2024.10822739","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322392","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549"},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W1497431575","https://openalex.org/W1554944419","https://openalex.org/W1988790447","https://openalex.org/W1991557943","https://openalex.org/W1999702617","https://openalex.org/W2010674238","https://openalex.org/W2040868194","https://openalex.org/W2045421141","https://openalex.org/W2082241795","https://openalex.org/W2085794218","https://openalex.org/W2117079761","https://openalex.org/W2133561518","https://openalex.org/W2137049752","https://openalex.org/W2151789124","https://openalex.org/W2170059436","https://openalex.org/W2344936710","https://openalex.org/W2490662969","https://openalex.org/W2593234372","https://openalex.org/W2912934387","https://openalex.org/W2953616380","https://openalex.org/W2955195560","https://openalex.org/W3005863444","https://openalex.org/W3080810277","https://openalex.org/W4200306318","https://openalex.org/W4205230192","https://openalex.org/W4210242902","https://openalex.org/W4223995050","https://openalex.org/W4225522861","https://openalex.org/W4280608905","https://openalex.org/W4286220069","https://openalex.org/W4301347335","https://openalex.org/W4317254652","https://openalex.org/W4321367639","https://openalex.org/W4387501699","https://openalex.org/W4388282568","https://openalex.org/W6737947904","https://openalex.org/W6748281036"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2390279801","https://openalex.org/W2130428257","https://openalex.org/W4391913857","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Predicting":[0],"stroke":[1,99],"recovery":[2,50,103],"outcomes":[3,104],"is":[4,38,55,68,80,90],"crucial":[5],"yet":[6],"challenging,":[7],"and":[8,62,95,109,120],"different":[9,19,34],"models":[10,20,37],"yield":[11],"varied":[12],"predictions.":[13],"For":[14],"addressing":[15],"the":[16,49,75,93,102,114],"fusion":[17,31],"of":[18,60,78,107,111,113],"to":[21,43,124],"provide":[22,44],"more":[23],"reliable":[24],"prediction,":[25],"a":[26,45,58],"Dempster-Shafer":[27],"Theory":[28],"(DST)-based":[29],"multi-model":[30,71,115],"method":[32],"for":[33,48,63,70],"machine":[35],"learning":[36],"proposed":[39],"in":[40,92],"this":[41],"paper":[42],"robust":[46],"prediction":[47,105,127],"outcomes.":[51],"The":[52,82],"Shannon":[53],"entropy":[54],"applied":[56],"as":[57],"measure":[59],"uncertainty":[61,110,122],"performing":[64],"DST":[65],"fusion.":[66],"It":[67],"well-suited":[69],"fusion,":[72,116],"even":[73],"though":[74],"output":[76],"distribution":[77],"sub-models":[79],"unknown.":[81],"EEG-based":[83],"Motor":[84],"Imagery":[85],"Brain-Computer":[86],"Interface":[87],"(MI-BCI)":[88],"training":[89],"used":[91],"experiments":[94],"validations":[96],"on":[97],"13":[98],"patients,":[100],"with":[101],"accuracy":[106,119],"92.3%":[108],"0.24":[112],"demonstrating":[117],"higher":[118],"lower":[121],"compared":[123],"any":[125],"single":[126],"model.":[128]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}