{"id":"https://openalex.org/W4285162718","doi":"https://doi.org/10.1109/tim.2022.3173270","title":"A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors","display_name":"A Two-Layer Ensemble Method for Detecting Epileptic Seizures Using a Self-Annotation Bracelet With Motor Sensors","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285162718","doi":"https://doi.org/10.1109/tim.2022.3173270"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2022.3173270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3173270","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.tue.nl/ws/files/205464982/A_Two_Layer_Ensemble_Method_for_Detecting_Epileptic_Seizures_Using_a_Self_Annotation_Bracelet_With_Motor_Sensors.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038691769","display_name":"Chunjiao Dong","orcid":"https://orcid.org/0000-0001-9141-4783"},"institutions":[{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunjiao Dong","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences (IMECAS) and the Department of Electronic Electrical and Communication Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences (IMECAS) and the Department of Electronic Electrical and Communication Engineering, University of Chinese Academy of Sciences (UCAS), Beijing, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008918891","display_name":"Tianchun Ye","orcid":"https://orcid.org/0000-0002-2384-9037"},"institutions":[{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Tianchun Ye","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068231985","display_name":"Xi Long","orcid":"https://orcid.org/0000-0001-9505-1270"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Xi Long","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040056296","display_name":"Ronald M. Aarts","orcid":"https://orcid.org/0000-0003-3194-0700"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ronald M. Aarts","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078552548","display_name":"Johannes van Dijk","orcid":"https://orcid.org/0000-0001-6188-2973"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Johannes P. van Dijk","raw_affiliation_strings":["Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Eindhoven University of Technology, Eindhoven, AZ, The Netherlands","institution_ids":["https://openalex.org/I83019370"]},{"raw_affiliation_string":"Eindhoven University of Technology, Department of Electrical Engineering, 5612 AZ Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021821682","display_name":"Chunheng Shang","orcid":"https://orcid.org/0000-0001-6892-3774"},"institutions":[{"id":"https://openalex.org/I4210089056","display_name":"Beijing Microelectronics Technology Institute","ror":"https://ror.org/007y7ej30","country_code":"CN","type":"other","lineage":["https://openalex.org/I4210089056"]},{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Chunheng Shang","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA and Beijing Shunyuan Kaihua Technology, Beijing, 100036, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA and Beijing Shunyuan Kaihua Technology, Beijing, 100036, P.R. CHINA","institution_ids":["https://openalex.org/I4210089056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084880927","display_name":"Xiwen Liao","orcid":"https://orcid.org/0000-0002-9236-2476"},"institutions":[{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Xiwen Liao","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344582","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0003-3720-718X"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Department of Electronic Engineering, School of Information Science and Technology, Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","Center for Intelligent Medical Electronics, Department of Electronic Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, School of Information Science and Technology, Center for Intelligent Medical Electronics, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]},{"raw_affiliation_string":"Center for Intelligent Medical Electronics, Department of Electronic Engineering, School of Information Science and Technology, Fudan University, Shanghai, 200433, P.R. CHINA","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041159032","display_name":"Wanlin Lai","orcid":"https://orcid.org/0000-0002-1429-7787"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanlin Lai","raw_affiliation_strings":["Department of Neurology, West China Hospital, Sichuan University, Chengdu, China","Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]},{"raw_affiliation_string":"Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, P.R. CHINA","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333391","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0001-5263-5540"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["Department of Neurology, West China Hospital, Sichuan University, Chengdu, China","Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Department of Neurology, West China Hospital, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]},{"raw_affiliation_string":"Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, P.R. CHINA","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626596","display_name":"Yunfeng Wang","orcid":"https://orcid.org/0000-0003-2738-8706"},"institutions":[{"id":"https://openalex.org/I4210090209","display_name":"Institute of Microelectronics","ror":"https://ror.org/009rw8n36","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I4210090209","https://openalex.org/I91275662"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN","SG"],"is_corresponding":false,"raw_author_name":"Yunfeng Wang","raw_affiliation_strings":["Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of the Chinese Academy of Sciences (IMECAS), Beijing, China","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]},{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences (IMECAS), Beijing, 100029, P.R. CHINA","institution_ids":["https://openalex.org/I4210090209","https://openalex.org/I4210119392"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5038691769"],"corresponding_institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":2.2372,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.88009884,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"71","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T14319","display_name":"Currency Recognition and Detection","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9771000146865845,"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/wearable-computer","display_name":"Wearable computer","score":0.7642645239830017},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.7194004058837891},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6822671890258789},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6261491775512695},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.5764849185943604},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5443319082260132},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5175889730453491},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.5035485625267029},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4829489588737488},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.46258068084716797},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4575793147087097},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.45291635394096375},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.449117511510849},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3971860408782959},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3830646276473999},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1775551736354828},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15958493947982788},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.09468913078308105},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.08059066534042358},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07778662443161011}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7642645239830017},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7194004058837891},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6822671890258789},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6261491775512695},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.5764849185943604},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5443319082260132},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5175889730453491},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.5035485625267029},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4829489588737488},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.46258068084716797},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4575793147087097},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.45291635394096375},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.449117511510849},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3971860408782959},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3830646276473999},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1775551736354828},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15958493947982788},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.09468913078308105},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.08059066534042358},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07778662443161011},{"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tim.2022.3173270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3173270","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","pdf_url":"https://pure.tue.nl/ws/files/205464982/A_Two_Layer_Ensemble_Method_for_Detecting_Epileptic_Seizures_Using_a_Self_Annotation_Bracelet_With_Motor_Sensors.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dong, C, Ye, T, Long, X, Aarts, R M, van Dijk, J, Shang, C, Liao, X, Chen, W, Lai, W, Chen, L & Wang, Y 2022, 'A two-layer ensemble method for detecting epileptic seizures using a self-annotation bracelet with motor sensors', IEEE Transactions on Instrumentation and Measurement, vol. 71, 9772753. https://doi.org/10.1109/TIM.2022.3173270","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:tue:oai:pure.tue.nl:publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","is_oa":true,"landing_page_url":"https://research.tue.nl/nl/publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement, 71:9772753. Institute of Electrical and Electronics Engineers","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire_cris_publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/62787bdb-5994-4ed7-962a-0c9c5b4874d1","pdf_url":"https://pure.tue.nl/ws/files/205464982/A_Two_Layer_Ensemble_Method_for_Detecting_Epileptic_Seizures_Using_a_Self_Annotation_Bracelet_With_Motor_Sensors.pdf","source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dong, C, Ye, T, Long, X, Aarts, R M, van Dijk, J, Shang, C, Liao, X, Chen, W, Lai, W, Chen, L & Wang, Y 2022, 'A two-layer ensemble method for detecting epileptic seizures using a self-annotation bracelet with motor sensors', IEEE Transactions on Instrumentation and Measurement, vol. 71, 9772753. https://doi.org/10.1109/TIM.2022.3173270","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.6200000047683716,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2352502201","display_name":null,"funder_award_id":"2020-04","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3374997241","display_name":null,"funder_award_id":"1202660","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7551389408","display_name":null,"funder_award_id":"12026607","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/F4320332035","display_name":"Alliance of International Science Organizations","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4285162718.pdf","grobid_xml":"https://content.openalex.org/works/W4285162718.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1561526487","https://openalex.org/W1968372332","https://openalex.org/W2000900722","https://openalex.org/W2021350343","https://openalex.org/W2049979702","https://openalex.org/W2052817494","https://openalex.org/W2067645878","https://openalex.org/W2068048846","https://openalex.org/W2073734763","https://openalex.org/W2089125052","https://openalex.org/W2090269566","https://openalex.org/W2104471998","https://openalex.org/W2134624959","https://openalex.org/W2160278873","https://openalex.org/W2168739331","https://openalex.org/W2171347037","https://openalex.org/W2285096255","https://openalex.org/W2646536716","https://openalex.org/W2741800082","https://openalex.org/W2760882705","https://openalex.org/W2797800342","https://openalex.org/W2805216376","https://openalex.org/W2808694251","https://openalex.org/W2886482945","https://openalex.org/W2898439257","https://openalex.org/W2899354821","https://openalex.org/W2903831172","https://openalex.org/W2904372366","https://openalex.org/W2908105251","https://openalex.org/W2914534442","https://openalex.org/W2916057939","https://openalex.org/W2970421330","https://openalex.org/W2974171143","https://openalex.org/W3165724572","https://openalex.org/W3168038285","https://openalex.org/W4298115844","https://openalex.org/W6676769703"],"related_works":["https://openalex.org/W1584123598","https://openalex.org/W2731305060","https://openalex.org/W2732807254","https://openalex.org/W2372003537","https://openalex.org/W2587670262","https://openalex.org/W3091941553","https://openalex.org/W2366730739","https://openalex.org/W3037303542","https://openalex.org/W3121346907","https://openalex.org/W4379535633"],"abstract_inverted_index":{"Background:":[0],"Using":[1],"monitoring":[2,57,78],"devices":[3,42],"could":[4],"help":[5],"avoid":[6],"injuries":[7],"and":[8,18,32,69,114,140,166,171,200,207,211,229,238],"even":[9],"death.":[10],"Currently,":[11],"wearable":[12,56,71],"sensors":[13,17,20],"such":[14],"as":[15],"motion":[16],"other":[19],"are":[21,80],"used":[22,127],"to":[23,73,99,121,137,147,178],"detect":[24,74],"when":[25],"the":[26,37,48,89,101,162,172,204,215],"patient":[27],"is":[28],"having":[29],"a":[30,60,70,128],"seizure":[31,67,168,174],"alarm":[33],"their":[34],"caregivers.":[35],"However,":[36],"development":[38],"phase":[39],"of":[40,65,116,181],"these":[41,182],"requires":[43],"labor-intensive":[44],"work":[45],"on":[46],"labeling":[47,66],"collected":[49,84],"data,":[50],"resulting":[51],"in":[52,54],"difficulties":[53],"developing":[55],"devices.":[58],"Thus,":[59],"more":[61],"automated":[62],"auxiliary":[63],"method":[64],"data":[68,85,151,183],"device":[72],"seizures":[75,139,227],"for":[76,161,203,214],"daily":[77],"use":[79],"necessary.":[81],"Methods:":[82],"We":[83,108],"from":[86],"epileptics":[87],"outside":[88],"hospital":[90],"with":[91,149],"our":[92,230],"proposed":[93,231],"bracelet.":[94],"The":[95,186,194],"subjects":[96],"were":[97],"asked":[98],"press":[100],"mark":[102],"button":[103],"after":[104],"they":[105],"had":[106],"seizures.":[107],"also":[109],"presented":[110],"an":[111],"automatically":[112],"extraction":[113],"annotation":[115],"moving":[117,142],"segments":[118],"(EAMS)":[119],"algorithm":[120,188],"exclude":[122,189],"non-moving":[123],"segments.":[124],"Then":[125,153],"we":[126,154],"two-layer":[129],"ensemble":[130,233],"model":[131,196,234],"(TLEM)":[132],"using":[133],"machine":[134,242],"learning":[135,243],"methods":[136],"classify":[138],"non-seizure":[141],"segments,":[143],"which":[144],"was":[145],"designed":[146],"deal":[148],"imbalanced":[150],"set.":[152],"build":[155],"two":[156],"individual":[157],"TLEM":[158,195],"models":[159],"separately":[160],"overall":[163,205],"(all":[164],"day":[165],"night)":[167],"detection":[169,175],"case":[170,206],"night":[173,216],"case,":[176],"owing":[177],"different":[179],"imbalance":[180],"sets.":[184],"Results:":[185],"EAMS":[187],"93.9%":[190],"raw":[191],"inactive":[192],"data.":[193],"achieved":[197,208],"76.84%":[198],"sensitivity":[199,210,237],"97.28%":[201],"accuracy":[202,213,239],"94.57%":[209],"91.37%":[212],"case.":[217],"Conclusion:":[218],"These":[219],"results":[220],"indicate":[221],"that":[222],"this":[223],"bracelet":[224],"can":[225],"capture":[226],"efficiently,":[228],"twolayer":[232],"has":[235],"higher":[236],"than":[240],"single-layer":[241],"models.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
