{"id":"https://openalex.org/W2982340493","doi":"https://doi.org/10.1109/lifetech.2019.8883997","title":"Effectiveness of Multi-ROI 3D-CNNs in Discrimination of Motor Imagery from Functional Brain Image","display_name":"Effectiveness of Multi-ROI 3D-CNNs in Discrimination of Motor Imagery from Functional Brain Image","publication_year":2019,"publication_date":"2019-03-01","ids":{"openalex":"https://openalex.org/W2982340493","doi":"https://doi.org/10.1109/lifetech.2019.8883997","mag":"2982340493"},"language":"en","primary_location":{"id":"doi:10.1109/lifetech.2019.8883997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech.2019.8883997","pdf_url":null,"source":{"id":"https://openalex.org/S4306498475","display_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","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/A5111453444","display_name":"Tomofumi Nakano","orcid":null},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Tomofumi Nakano","raw_affiliation_strings":["Nagoya Institute of Technology, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya Institute of Technology, Nagoya, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088832778","display_name":"Sh\u014dhei Kato","orcid":"https://orcid.org/0000-0003-4130-2729"},"institutions":[{"id":"https://openalex.org/I197274945","display_name":"Nagoya Institute of Technology","ror":"https://ror.org/055yf1005","country_code":"JP","type":"education","lineage":["https://openalex.org/I197274945"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shohei Kato","raw_affiliation_strings":["Frontier Research Institutes for Information Science, Nagoya Institute of Technology, Nagoya, Japan","Nagoya Institute of Technology, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Frontier Research Institutes for Information Science, Nagoya Institute of Technology, Nagoya, Japan","institution_ids":["https://openalex.org/I197274945"]},{"raw_affiliation_string":"Nagoya Institute of Technology, Nagoya, Japan","institution_ids":["https://openalex.org/I197274945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077147189","display_name":"Epifanio Bagarinao","orcid":"https://orcid.org/0000-0001-5000-6943"},"institutions":[{"id":"https://openalex.org/I60134161","display_name":"Nagoya University","ror":"https://ror.org/04chrp450","country_code":"JP","type":"education","lineage":["https://openalex.org/I60134161"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Epifanio Bagarinao","raw_affiliation_strings":["Nagoya University, Nagoya, Japan"],"affiliations":[{"raw_affiliation_string":"Nagoya University, Nagoya, Japan","institution_ids":["https://openalex.org/I60134161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030118011","display_name":"Akihiro Yoshida","orcid":"https://orcid.org/0000-0002-0573-5298"},"institutions":[{"id":"https://openalex.org/I4210160102","display_name":"National Center for Geriatrics and Gerontology","ror":"https://ror.org/05h0rw812","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210160102"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akihiro Yoshida","raw_affiliation_strings":["National Center for Geriatrics and Gerontology, Ohbu, Japan"],"affiliations":[{"raw_affiliation_string":"National Center for Geriatrics and Gerontology, Ohbu, Japan","institution_ids":["https://openalex.org/I4210160102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031860379","display_name":"Mika Ueno","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160102","display_name":"National Center for Geriatrics and Gerontology","ror":"https://ror.org/05h0rw812","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210160102"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mika Ueno","raw_affiliation_strings":["National Center for Geriatrics and Gerontology, Ohbu, Japan"],"affiliations":[{"raw_affiliation_string":"National Center for Geriatrics and Gerontology, Ohbu, Japan","institution_ids":["https://openalex.org/I4210160102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056895547","display_name":"Toshiharu Nakai","orcid":"https://orcid.org/0000-0003-3960-8585"},"institutions":[{"id":"https://openalex.org/I4210160102","display_name":"National Center for Geriatrics and Gerontology","ror":"https://ror.org/05h0rw812","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210160102"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshiharu Nakai","raw_affiliation_strings":["National Center for Geriatrics and Gerontology, Ohbu, Japan"],"affiliations":[{"raw_affiliation_string":"National Center for Geriatrics and Gerontology, Ohbu, Japan","institution_ids":["https://openalex.org/I4210160102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5111453444"],"corresponding_institution_ids":["https://openalex.org/I197274945"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25941423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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":0.977400004863739,"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9769999980926514,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/motor-imagery","display_name":"Motor imagery","score":0.7118533849716187},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6736230850219727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.614558219909668},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5406578779220581},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5259081125259399},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47771716117858887},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.22767367959022522},{"id":"https://openalex.org/keywords/brain\u2013computer-interface","display_name":"Brain\u2013computer interface","score":0.19012108445167542},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.16685429215431213},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15480387210845947}],"concepts":[{"id":"https://openalex.org/C54808283","wikidata":"https://www.wikidata.org/wiki/Q6918191","display_name":"Motor imagery","level":4,"score":0.7118533849716187},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6736230850219727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.614558219909668},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5406578779220581},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5259081125259399},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47771716117858887},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.22767367959022522},{"id":"https://openalex.org/C173201364","wikidata":"https://www.wikidata.org/wiki/Q897410","display_name":"Brain\u2013computer interface","level":3,"score":0.19012108445167542},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.16685429215431213},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15480387210845947}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lifetech.2019.8883997","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lifetech.2019.8883997","pdf_url":null,"source":{"id":"https://openalex.org/S4306498475","display_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2102568376","https://openalex.org/W2153635508","https://openalex.org/W2602005015","https://openalex.org/W2799517658","https://openalex.org/W2904903688"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2772917594","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398","https://openalex.org/W2775347418"],"abstract_inverted_index":{"Brain-machine":[0],"interfaces":[1],"(BMIs)":[2],"generate":[3],"control-commands":[4],"for":[5,38,59,104],"specific":[6],"operations":[7],"by":[8],"discriminating":[9],"signals":[10],"representing":[11],"brain":[12,61],"functions.":[13],"In":[14],"most":[15],"of":[16,35,44],"current":[17],"BMIs,":[18],"machine":[19],"learning":[20],"methods":[21],"are":[22,68],"employed":[23],"as":[24,46],"classifier.":[25],"Their":[26],"drawback":[27],"is":[28,51,56],"strong":[29],"dependency":[30],"on":[31],"the":[32,36,54,72,85,95],"individual":[33],"characteristics":[34],"datasets":[37],"each":[39],"subject.":[40],"To":[41],"expand":[42],"usability":[43],"BMIs":[45],"more":[47],"conventional":[48],"tools,":[49],"it":[50,97],"desirable":[52],"that":[53,100],"discriminator":[55,82],"valid":[57],"even":[58],"functional":[60],"data":[62,107],"obtained":[63],"from":[64],"arbitrary":[65],"subjects":[66],"who":[67],"not":[69],"included":[70],"in":[71],"training":[73,110],"sample.":[74],"We":[75],"proposed":[76],"Multi-ROI":[77],"3D-CNNs":[78,102],"such":[79],"a":[80],"\u201cgeneralized\u201d":[81],"to":[83],"classify":[84],"motor":[86],"imagery":[87],"status":[88],"using":[89],"task":[90],"based":[91],"fMRI":[92],"data.":[93],"As":[94],"result,":[96],"was":[98],"suggested":[99],"our":[101,113],"work":[103],"unknown":[105],"subjects'":[106],"and":[108],"finish":[109],"faster":[111],"than":[112],"previous":[114],"classifier":[115],"(linear":[116],"Support":[117],"Vector":[118],"Machine)":[119],"did.":[120]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}