{"id":"https://openalex.org/W4400975357","doi":"https://doi.org/10.1109/tcds.2024.3433551","title":"Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection","display_name":"Channel-Selection-Based Temporal Convolutional Network for Patient-Specific Epileptic Seizure Detection","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4400975357","doi":"https://doi.org/10.1109/tcds.2024.3433551"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2024.3433551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2024.3433551","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/A5089053440","display_name":"Guangming Wang","orcid":"https://orcid.org/0000-0003-3046-1329"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Guangming Wang","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-3046-1329","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012288273","display_name":"Xiyuan Lei","orcid":"https://orcid.org/0000-0003-1918-5722"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiyuan Lei","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0003-1918-5722","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026419120","display_name":"Wen Li","orcid":"https://orcid.org/0000-0002-4256-2728"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wen Li","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-4256-2728","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114549787","display_name":"Won Hee Lee","orcid":"https://orcid.org/0009-0007-9308-6550"},"institutions":[{"id":"https://openalex.org/I35928602","display_name":"Kyung Hee University","ror":"https://ror.org/01zqcg218","country_code":"KR","type":"education","lineage":["https://openalex.org/I35928602"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Won Hee Lee","raw_affiliation_strings":["Department of Software Convergence, Kyung Hee University, Yongin-si, Gyeonggi-do, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0007-9308-6550","affiliations":[{"raw_affiliation_string":"Department of Software Convergence, Kyung Hee University, Yongin-si, Gyeonggi-do, Republic of Korea","institution_ids":["https://openalex.org/I35928602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114197120","display_name":"Lianchi Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lianchi Huang","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0009-0015-5145","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jialin Zhu","orcid":"https://orcid.org/0009-0009-6653-1529"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jialin Zhu","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0009-6653-1529","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116239856","display_name":"Shanshan Jia","orcid":"https://orcid.org/0000-0002-3231-6371"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shanshan Jia","raw_affiliation_strings":["Department of Pediatric Neurology, Affiliated Children's Hospital, Xi'an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-3231-6371","affiliations":[{"raw_affiliation_string":"Department of Pediatric Neurology, Affiliated Children's Hospital, Xi'an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693058","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0001-7695-8459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["Department of Pediatric Neurology, Affiliated Children's Hospital, Xi'an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-7695-8459","affiliations":[{"raw_affiliation_string":"Department of Pediatric Neurology, Affiliated Children's Hospital, Xi'an Jiaotong University, Xi’an, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023706427","display_name":"Yang Zheng","orcid":"https://orcid.org/0000-0001-9118-8333"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Zheng","raw_affiliation_strings":["Institute of Engineering and Medicine Inter-disciplinary Studies, School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-9118-8333","affiliations":[{"raw_affiliation_string":"Institute of Engineering and Medicine Inter-disciplinary Studies, School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hua Zhang","orcid":"https://orcid.org/0009-0008-0028-6332"},"institutions":[{"id":"https://openalex.org/I4210121771","display_name":"First Affiliated Hospital of Xi'an Jiaotong University","ror":"https://ror.org/02tbvhh96","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210121771"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Zhang","raw_affiliation_strings":["Department of Neurosurgery, First Affiliated Hospital, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0008-0028-6332","affiliations":[{"raw_affiliation_string":"Department of Neurosurgery, First Affiliated Hospital, Xi’an Jiaotong University, Xi’an, China","institution_ids":["https://openalex.org/I4210121771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077852542","display_name":"Badong Chen","orcid":"https://orcid.org/0000-0003-1710-3818"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Badong Chen","raw_affiliation_strings":["Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0000-0003-1710-3818","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100367292","display_name":"Gang Wang","orcid":"https://orcid.org/0000-0001-5859-3724"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gang Wang","raw_affiliation_strings":["Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-5859-3724","affiliations":[{"raw_affiliation_string":"Key Laboratory of Biomedical Information Engineering of Ministry of Education, Institute of Biomedical Engineering, School of Life Science and Technology, Xi’an Jiaotong University, Xi’an, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5089053440"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6036,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.89603224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"17","issue":"1","first_page":"179","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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/T10094","display_name":"Epilepsy research and treatment","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9883999824523926,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8212671279907227},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6443675756454468},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5542153120040894},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.515414834022522},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4857402443885803},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.42322778701782227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2791513204574585},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.24592536687850952},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21503472328186035}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8212671279907227},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6443675756454468},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5542153120040894},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.515414834022522},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4857402443885803},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.42322778701782227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2791513204574585},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24592536687850952},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21503472328186035},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2024.3433551","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2024.3433551","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":[],"awards":[{"id":"https://openalex.org/G2758062256","display_name":null,"funder_award_id":"32071372","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3827213574","display_name":null,"funder_award_id":"62271385","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5618219169","display_name":null,"funder_award_id":"2022YFC2503803","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1556131344","https://openalex.org/W2004281511","https://openalex.org/W2007694280","https://openalex.org/W2015928143","https://openalex.org/W2019774050","https://openalex.org/W2077594923","https://openalex.org/W2126629248","https://openalex.org/W2135046866","https://openalex.org/W2136872878","https://openalex.org/W2154053567","https://openalex.org/W2194775991","https://openalex.org/W2537079643","https://openalex.org/W2550143307","https://openalex.org/W2568407436","https://openalex.org/W2580305911","https://openalex.org/W2588128256","https://openalex.org/W2613502521","https://openalex.org/W2763916943","https://openalex.org/W2792764867","https://openalex.org/W2886811593","https://openalex.org/W2947021606","https://openalex.org/W2964680775","https://openalex.org/W3006385477","https://openalex.org/W3007289630","https://openalex.org/W3010018264","https://openalex.org/W3012312688","https://openalex.org/W3042240997","https://openalex.org/W3045153122","https://openalex.org/W3045935375","https://openalex.org/W3065952680","https://openalex.org/W3103969290","https://openalex.org/W3153977456","https://openalex.org/W3167552873","https://openalex.org/W3190085678","https://openalex.org/W3195452196","https://openalex.org/W4254751698","https://openalex.org/W4289656511","https://openalex.org/W4310044988","https://openalex.org/W4310861696","https://openalex.org/W4312752728","https://openalex.org/W4321382137","https://openalex.org/W4386821327","https://openalex.org/W4387328374","https://openalex.org/W4388279869","https://openalex.org/W4389615189","https://openalex.org/W6631190155","https://openalex.org/W6749825310","https://openalex.org/W6884903514"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W1545074592","https://openalex.org/W2275559830","https://openalex.org/W351867064","https://openalex.org/W2363907062"],"abstract_inverted_index":{"Since":[0],"sudden":[1],"and":[2,19,48,56,99,106,112,130,132,136,151,157,160,164,185],"recurrent":[3],"epileptic":[4],"seizures":[5],"seriously":[6],"affect":[7],"people's":[8],"lives,":[9],"computer-aided":[10],"automatic":[11],"seizure":[12,24,77,101,194],"detection":[13,25,120,195],"is":[14],"crucial":[15],"for":[16,173,192],"precise":[17],"diagnosis":[18],"prompt":[20],"treatment.":[21],"A":[22],"novel":[23],"algorithm":[26,146,177],"named":[27],"channel":[28,64],"selection-based":[29],"temporal":[30,94],"convolutional":[31],"network":[32],"(CS-TCN)":[33],"was":[34,67],"proposed":[35],"in":[36,138,196],"this":[37],"article.":[38],"First,":[39],"electroencephalogram":[40],"(EEG)":[41],"recordings":[42],"were":[43,50,86,115],"segmented":[44],"into":[45,88],"2-s":[46],"intervals":[47],"features":[49,81],"extracted":[51],"from":[52,82],"both":[53,174],"the":[54,60,74,80,89,119,123,145],"time":[55],"frequency":[57],"domains.":[58],"Then,":[59],"expanded":[61],"fisher":[62],"score":[63],"selection":[65],"method":[66],"employed":[68],"to":[69,76,91,117],"select":[70],"channels":[71,85],"that":[72],"contribute":[73],"most":[75],"detection.":[78],"Finally,":[79],"selected":[83],"EEG":[84,97],"fed":[87],"TCN":[90],"capture":[92],"inherent":[93],"dependencies":[95],"of":[96,109,122,128,134,149,155,162],"signals":[98],"detect":[100],"events.":[102],"Children":[103],"Hospital":[104],"Boston":[105],"Massachusetts":[107],"Institute":[108],"Technology":[110],"(CHB-MIT)":[111],"Siena":[113],"datasets":[114],"used":[116],"verify":[118],"performance":[121,180],"CS-TCN":[124,176],"algorithm,":[125],"achieving":[126],"sensitivities":[127,148],"98.56%":[129],"98.88%,":[131],"specificities":[133],"99.80%":[135],"99.88%":[137],"samplewise":[139],"analysis,":[140,144],"respectively.":[141,166],"In":[142],"eventwise":[143],"achieved":[147],"97.57%":[150],"95.00%,":[152],"with":[153],"delays":[154],"6.91":[156],"18.62":[158],"s,":[159],"FDR/h":[161],"0.11":[163],"0.39,":[165],"These":[167],"results":[168],"surpassed":[169],"state-of-the-art":[170],"few-channel":[171],"algorithms":[172],"datasets.":[175],"offers":[178],"excellent":[179],"while":[181],"simplifying":[182],"model":[183],"complexity":[184],"computational":[186],"requirements,":[187],"thus":[188],"showcasing":[189],"its":[190],"potential":[191],"facilitating":[193],"home":[197],"environments.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}