{"id":"https://openalex.org/W4311686796","doi":"https://doi.org/10.1142/s0129065723500120","title":"Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG","display_name":"Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG","publication_year":2022,"publication_date":"2022-12-16","ids":{"openalex":"https://openalex.org/W4311686796","doi":"https://doi.org/10.1142/s0129065723500120","pmid":"https://pubmed.ncbi.nlm.nih.gov/36809996"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065723500120","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500120","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.tudelft.nl/file/File_4d39f6cb-a213-431a-8690-8db92f4f78d9","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077165495","display_name":"Wei Yan Peh","orcid":null},"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":"Wei Yan Peh","raw_affiliation_strings":["Interdisciplinary Graduate School (IGS), Nanyang Technological University, Singapore 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School (IGS), Nanyang Technological University, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086799630","display_name":"Prasanth Thangavel","orcid":"https://orcid.org/0000-0001-9023-297X"},"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":"Prasanth Thangavel","raw_affiliation_strings":["Interdisciplinary Graduate School (IGS), Nanyang Technological University, Singapore 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School (IGS), Nanyang Technological University, Singapore 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091815706","display_name":"Yuanyuan Yao","orcid":"https://orcid.org/0000-0002-4307-8137"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Yuanyuan Yao","raw_affiliation_strings":["Katholieke Universiteit Leuven, Oude Markt 13, 3000 Leuven, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Katholieke Universiteit Leuven, Oude Markt 13, 3000 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064175550","display_name":"John Thomas","orcid":"https://orcid.org/0000-0003-0144-3746"},"institutions":[{"id":"https://openalex.org/I1292859797","display_name":"Montreal Neurological Institute and Hospital","ror":"https://ror.org/05ghs6f64","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1292859797"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"John Thomas","raw_affiliation_strings":["Montreal Neurological Institute, McGill University, Montreal QC H3A 2B4, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Montreal Neurological Institute, McGill University, Montreal QC H3A 2B4, Canada","institution_ids":["https://openalex.org/I1292859797","https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112621429","display_name":"Yee\u2010Leng Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131313","display_name":"National Neuroscience Institute","ror":"https://ror.org/03d58dr58","country_code":"SG","type":"healthcare","lineage":["https://openalex.org/I4210131313"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yee-Leng Tan","raw_affiliation_strings":["National Neuroscience Institute, Singapore 308433, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Neuroscience Institute, Singapore 308433, Singapore","institution_ids":["https://openalex.org/I4210131313"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082613025","display_name":"Justin Dauwels","orcid":"https://orcid.org/0000-0002-4390-1568"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Justin Dauwels","raw_affiliation_strings":["Department of Microelectronics, Delft, University of Technology, 2628 CD Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Microelectronics, Delft, University of Technology, 2628 CD Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5082613025"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":3.1723,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.93157882,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"33","issue":"03","first_page":"2350012","last_page":"2350012"},"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/T10094","display_name":"Epilepsy research and treatment","score":0.9969000220298767,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8244873285293579},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5925678014755249},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5183330774307251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5085188150405884},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4944581985473633},{"id":"https://openalex.org/keywords/scalp","display_name":"Scalp","score":0.4915202558040619},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4124765396118164},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29907578229904175},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2681155204772949},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2604084014892578}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8244873285293579},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5925678014755249},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5183330774307251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5085188150405884},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4944581985473633},{"id":"https://openalex.org/C2778515351","wikidata":"https://www.wikidata.org/wiki/Q9622","display_name":"Scalp","level":2,"score":0.4915202558040619},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4124765396118164},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29907578229904175},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2681155204772949},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2604084014892578},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1142/s0129065723500120","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065723500120","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:36809996","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36809996","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:tudelft.nl:uuid:0fb0ff96-1365-440a-8ae1-23397b3df03a","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:0fb0ff96-1365-440a-8ae1-23397b3df03a","pdf_url":"https://repository.tudelft.nl/file/File_4d39f6cb-a213-431a-8690-8db92f4f78d9","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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":"","raw_type":"journal article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/169959","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/169959","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"pmh:oai:tudelft.nl:uuid:0fb0ff96-1365-440a-8ae1-23397b3df03a","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:0fb0ff96-1365-440a-8ae1-23397b3df03a","pdf_url":"https://repository.tudelft.nl/file/File_4d39f6cb-a213-431a-8690-8db92f4f78d9","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"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":"","raw_type":"journal article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311686796.pdf","grobid_xml":"https://content.openalex.org/works/W4311686796.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1545825327","https://openalex.org/W1964875525","https://openalex.org/W2043596210","https://openalex.org/W2052394872","https://openalex.org/W2052466231","https://openalex.org/W2080289801","https://openalex.org/W2082548472","https://openalex.org/W2087568562","https://openalex.org/W2088222765","https://openalex.org/W2088786840","https://openalex.org/W2089513838","https://openalex.org/W2113894235","https://openalex.org/W2119234283","https://openalex.org/W2120853742","https://openalex.org/W2137818765","https://openalex.org/W2295614256","https://openalex.org/W2317674142","https://openalex.org/W2742056141","https://openalex.org/W2759483166","https://openalex.org/W2779032883","https://openalex.org/W2795691199","https://openalex.org/W2799604831","https://openalex.org/W2802911621","https://openalex.org/W2894170005","https://openalex.org/W2904559787","https://openalex.org/W2913668833","https://openalex.org/W2914314600","https://openalex.org/W2918225995","https://openalex.org/W2947657751","https://openalex.org/W2962782417","https://openalex.org/W2963290013","https://openalex.org/W2969795856","https://openalex.org/W2990430870","https://openalex.org/W3003074332","https://openalex.org/W3015375075","https://openalex.org/W3016911444","https://openalex.org/W3043250973","https://openalex.org/W3045153122","https://openalex.org/W3078711533","https://openalex.org/W3111670203","https://openalex.org/W3118794207","https://openalex.org/W3120626054","https://openalex.org/W3124539869","https://openalex.org/W3126317075","https://openalex.org/W3137363251","https://openalex.org/W3140426200","https://openalex.org/W3183266704","https://openalex.org/W3193174973","https://openalex.org/W3211727810","https://openalex.org/W4205767588","https://openalex.org/W4207042075","https://openalex.org/W4225472780","https://openalex.org/W4244405836"],"related_works":["https://openalex.org/W2126108552","https://openalex.org/W2008167394","https://openalex.org/W36837324","https://openalex.org/W2588429911","https://openalex.org/W2133173997","https://openalex.org/W2071974719","https://openalex.org/W3037660442","https://openalex.org/W2903372140","https://openalex.org/W2023557687","https://openalex.org/W2093730284"],"abstract_inverted_index":{"Neurologists":[0],"typically":[1],"identify":[2],"epileptic":[3],"seizures":[4,47,68,92,108,234,260],"from":[5,102],"electroencephalograms":[6],"(EEGs)":[7],"by":[8],"visual":[9],"inspection.":[10],"This":[11],"process":[12],"is":[13,36,44],"often":[14],"time-consuming,":[15],"especially":[16],"for":[17,147,245,265],"EEG":[18,72,75,95,111,179,209],"recordings":[19],"that":[20,145],"last":[21],"hours":[22],"or":[23],"days.":[24],"To":[25],"expedite":[26],"the":[27,103,120,136,151,162,166,183,186],"process,":[28],"a":[29,40,61,80,246],"reliable,":[30],"automated,":[31],"and":[32,53,73,86,127,153,173,193,195,203,210,224,238],"patient-independent":[33,41,62],"seizure":[34,42,63,163,230],"detector":[35,43,64,164,231],"essential.":[37],"However,":[38],"developing":[39],"challenging":[45],"as":[46,141],"exhibit":[48],"diverse":[49],"characteristics":[50],"across":[51],"patients":[52],"recording":[54],"devices.":[55],"In":[56],"this":[57,252],"study,":[58],"we":[59,78,98,115,134,213],"propose":[60],"to":[65,90,106,119,123],"automatically":[66],"detect":[67,91,107,233],"in":[69,93,109,130,235,257],"both":[70],"scalp":[71,208],"intracranial":[74],"(iEEG).":[76],"First,":[77],"deploy":[79],"convolutional":[81],"neural":[82],"network":[83],"with":[84,185],"transformers":[85],"belief":[87],"matching":[88],"loss":[89],"single-channel":[94],"segments.":[96,112],"Next,":[97],"extract":[99],"regional":[100],"features":[101],"channel-level":[104],"outputs":[105,122],"multi-channel":[110,131],"At":[113],"last,":[114],"apply":[116],"post-processing":[117],"filters":[118],"segment-level":[121],"determine":[124],"seizures'":[125],"start":[126],"end":[128],"points":[129],"EEGs.":[132],"Finally,":[133],"introduce":[135],"minimum":[137,148],"overlap":[138,149],"evaluation":[139,143],"scoring":[140],"an":[142],"metric":[144],"accounts":[146],"between":[150],"detection":[152],"seizure,":[154],"improving":[155],"upon":[156],"existing":[157],"assessment":[158],"metrics.":[159],"We":[160,181],"trained":[161],"on":[165,176],"Temple":[167],"University":[168],"Hospital":[169],"Seizure":[170],"(TUH-SZ)":[171],"dataset":[172],"evaluated":[174],"it":[175],"five":[177],"independent":[178],"datasets.":[180],"evaluate":[182],"systems":[184],"following":[187],"metrics:":[188],"sensitivity":[189],"(SEN),":[190],"precision":[191],"(PRE),":[192],"average":[194],"median":[196],"false":[197],"positive":[198],"rate":[199],"per":[200],"hour":[201],"(aFPR/h":[202],"mFPR/h).":[204],"Across":[205],"four":[206],"adult":[207,236],"iEEG":[211],"datasets,":[212],"obtained":[214],"SEN":[215],"of":[216,219,222,226],"0.617-1.00,":[217],"PRE":[218],"0.534-1.00,":[220],"aFPR/h":[221],"0.425-2.002,":[223],"mFPR/h":[225],"0-1.003.":[227],"The":[228],"proposed":[229],"can":[232],"EEGs":[237],"takes":[239],"less":[240],"than":[241],"15[Formula:":[242],"see":[243,248],"text]s":[244],"30[Formula:":[247],"text]min":[249],"EEG.":[250],"Hence,":[251],"system":[253],"could":[254],"aid":[255],"clinicians":[256],"reliably":[258],"identifying":[259],"expeditiously,":[261],"allocating":[262],"more":[263],"time":[264],"devising":[266],"proper":[267],"treatment.":[268]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}