{"id":"https://openalex.org/W4396598471","doi":"https://doi.org/10.1109/jbhi.2024.3396130","title":"Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach","display_name":"Robust Epileptic Seizure Detection Based on Biomedical Signals Using an Advanced Multi-View Deep Feature Learning Approach","publication_year":2024,"publication_date":"2024-05-02","ids":{"openalex":"https://openalex.org/W4396598471","doi":"https://doi.org/10.1109/jbhi.2024.3396130","pmid":"https://pubmed.ncbi.nlm.nih.gov/38696293"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3396130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3396130","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5061835682","display_name":"Ijaz Ahmad","orcid":"https://orcid.org/0000-0003-3974-2207"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ijaz Ahmad","raw_affiliation_strings":["CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3974-2207","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114348334","display_name":"Zhenzhen Liu","orcid":"https://orcid.org/0009-0008-7875-4386"},"institutions":[{"id":"https://openalex.org/I4210152664","display_name":"Shenzhen Children's Hospital","ror":"https://ror.org/0409k5a27","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210152664"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhen Liu","raw_affiliation_strings":["Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0008-7875-4386","affiliations":[{"raw_affiliation_string":"Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210152664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108049430","display_name":"Lin Li","orcid":"https://orcid.org/0000-0002-2310-2398"},"institutions":[{"id":"https://openalex.org/I4210152664","display_name":"Shenzhen Children's Hospital","ror":"https://ror.org/0409k5a27","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210152664"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Li","raw_affiliation_strings":["Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2310-2398","affiliations":[{"raw_affiliation_string":"Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210152664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042119018","display_name":"Inam Ullah","orcid":"https://orcid.org/0000-0002-5879-569X"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Inam Ullah","raw_affiliation_strings":["Department of Computer Engineering, Gachon University, Seongnam, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5879-569X","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Gachon University, Seongnam, Republic of Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096043265","display_name":"Sunday Timothy Aboyeji","orcid":"https://orcid.org/0009-0000-0634-3061"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sunday Timothy Aboyeji","raw_affiliation_strings":["CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0000-0634-3061","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328117","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0003-3352-6829"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3352-6829","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042592657","display_name":"Oluwarotimi Williams Samuel","orcid":"https://orcid.org/0000-0003-1945-1402"},"institutions":[{"id":"https://openalex.org/I22128151","display_name":"University of Derby","ror":"https://ror.org/02yhrrk59","country_code":"GB","type":"education","lineage":["https://openalex.org/I22128151"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Oluwarotimi Williams Samuel","raw_affiliation_strings":["School of Computing and Data Science Research Centre, University of Derby, Derby, U.K"],"raw_orcid":"https://orcid.org/0000-0003-1945-1402","affiliations":[{"raw_affiliation_string":"School of Computing and Data Science Research Centre, University of Derby, Derby, U.K","institution_ids":["https://openalex.org/I22128151"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636088","display_name":"Guanglin Li","orcid":"https://orcid.org/0000-0001-9016-2617"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglin Li","raw_affiliation_strings":["CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-9016-2617","affiliations":[{"raw_affiliation_string":"CAS Key Laboratory of Human-Machine Intelligence Synergy Systems, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111187377","display_name":"Yuan Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Tao","raw_affiliation_strings":["Department of Otorhinolaryngology, Peking University Shenzhen Hospital, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0004-2153-2927","affiliations":[{"raw_affiliation_string":"Department of Otorhinolaryngology, Peking University Shenzhen Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114348347","display_name":"Yan Chen","orcid":"https://orcid.org/0000-0002-0527-4719"},"institutions":[{"id":"https://openalex.org/I4210152664","display_name":"Shenzhen Children's Hospital","ror":"https://ror.org/0409k5a27","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210152664"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Chen","raw_affiliation_strings":["Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0527-4719","affiliations":[{"raw_affiliation_string":"Surgery Division, Epilepsy Center, Shenzhen Children&#x0027;s Hospital, Shenzhen, China","institution_ids":["https://openalex.org/I4210152664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020693375","display_name":"Shixiong Chen","orcid":"https://orcid.org/0000-0002-5868-6952"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shixiong Chen","raw_affiliation_strings":["School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-5868-6952","affiliations":[{"raw_affiliation_string":"School of Medicine, The Chinese University of Hong Kong, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.5105,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.98796708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"28","issue":"10","first_page":"5742","last_page":"5754"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9627000093460083,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9524000287055969,"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/computer-science","display_name":"Computer science","score":0.6837171316146851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.667625904083252},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.6182763576507568},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5951010584831238},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5808230042457581},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5221540927886963},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5111966729164124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.501758337020874},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.44047677516937256},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.325047105550766},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.22145342826843262},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1331092119216919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837171316146851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.667625904083252},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.6182763576507568},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5951010584831238},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5808230042457581},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5221540927886963},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5111966729164124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.501758337020874},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.44047677516937256},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.325047105550766},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.22145342826843262},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1331092119216919},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"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":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"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},{"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":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3396130","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3396130","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38696293","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38696293","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":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2097585196","display_name":null,"funder_award_id":"2022YFE0197500","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5208492351","display_name":null,"funder_award_id":"81927804","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2053744708","https://openalex.org/W2073788174","https://openalex.org/W2122923860","https://openalex.org/W2402441635","https://openalex.org/W2481401919","https://openalex.org/W2531918295","https://openalex.org/W2532096974","https://openalex.org/W2553015255","https://openalex.org/W2584922303","https://openalex.org/W2750384459","https://openalex.org/W2891590090","https://openalex.org/W2894170005","https://openalex.org/W2905428622","https://openalex.org/W2969254781","https://openalex.org/W2973010960","https://openalex.org/W3007289630","https://openalex.org/W3007501598","https://openalex.org/W3018209663","https://openalex.org/W3023388407","https://openalex.org/W3093967270","https://openalex.org/W3199846594","https://openalex.org/W4205337801","https://openalex.org/W4224290632","https://openalex.org/W4282973471","https://openalex.org/W4293735958","https://openalex.org/W4311480568","https://openalex.org/W4364302091","https://openalex.org/W4379647178","https://openalex.org/W4390022440"],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2032664813","https://openalex.org/W2166624857","https://openalex.org/W2363907062","https://openalex.org/W2393137063","https://openalex.org/W2331313489","https://openalex.org/W1981989525"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,154,174],"a":[2,22,47,88,116,164],"neurological":[3],"disorder":[4],"characterized":[5],"by":[6,198,205],"abnormal":[7],"neuronal":[8],"discharges":[9],"that":[10],"manifest":[11],"in":[12,139,210,218,233],"life-threatening":[13],"seizures.":[14],"These":[15],"are":[16,124],"often":[17],"monitored":[18],"via":[19],"EEG":[20,43,79,94,113,220],"signals,":[21,114],"key":[23,42],"aspect":[24],"of":[25,41,50,77,131,208,223],"biomedical":[26],"signal":[27,80],"processing":[28],"(BSP).":[29],"Accurate":[30],"epileptic":[31],"seizure":[32],"(ES)":[33],"detection":[34,76],"significantly":[35],"depends":[36],"on":[37,68,93],"the":[38,51,75,111,180],"precise":[39],"identification":[40],"features,":[44],"which":[45],"requires":[46],"deep":[48,141,195],"understanding":[49],"data's":[52],"intrinsic":[53],"domain.":[54],"Therefore,":[55],"this":[56],"study":[57],"presents":[58],"an":[59,155,206],"Advanced":[60],"Multi-View":[61],"Deep":[62,122],"Feature":[63],"Learning":[64],"(AMV-DFL)":[65],"framework":[66],"based":[67],"machine":[69],"learning":[70],"(ML)":[71],"technology":[72],"to":[73,162],"enhance":[74],"relevant":[78],"features":[81,109,123,142,196,221],"for":[82,96,176],"ES.":[83],"Our":[84],"method":[85],"initially":[86],"applies":[87],"fast":[89],"Fourier":[90],"transform":[91],"(FFT)":[92],"data":[95],"traditional":[97,118],"frequency":[98,148],"domain":[99,107],"feature":[100,120],"(TFD-F)":[101],"extraction":[102],"and":[103,147,178,193,200,229],"directly":[104],"incorporates":[105],"time":[106,146],"(TD)":[108],"from":[110,128],"raw":[112],"establishing":[115],"comprehensive":[117],"multi-view":[119,140,151],"(TMV-F).":[121],"subsequently":[125],"extracted":[126],"autonomously":[127],"optimal":[129],"layers":[130],"one-dimensional":[132],"convolutional":[133],"neural":[134],"networks":[135],"(1D":[136],"CNN),":[137],"resulting":[138],"(MV-DF)":[143],"integrating":[144],"both":[145],"domains.":[149],"A":[150],"forest":[152],"(MV-F)":[153],"interpretable":[156],"rule-based":[157],"advanced":[158],"ML":[159],"classifier":[160],"used":[161],"construct":[163],"robust,":[165],"generalized":[166],"classification.":[167],"Tree-based":[168],"SHAP":[169],"explainable":[170],"artificial":[171],"intelligence":[172],"(T-XAI)":[173],"incorporated":[175],"interpreting":[177],"explaining":[179],"underlying":[181],"rules.":[182],"Experimental":[183],"results":[184],"confirm":[185],"our":[186],"method's":[187],"superiority,":[188],"surpassing":[189],"models":[190],"using":[191],"TMV-FL":[192],"single-view":[194],"(SV-DF)":[197],"4%":[199],"outperforming":[201],"other":[202],"state-of-the-art":[203],"methods":[204],"average":[207],"3%":[209],"classification":[211],"accuracy.":[212],"The":[213],"AMV-DFL":[214],"approach":[215],"aids":[216],"clinicians":[217],"identifying":[219],"indicative":[222],"ES,":[224],"potentially":[225],"discovering":[226],"novel":[227],"biomarkers,":[228],"improving":[230],"diagnostic":[231],"capabilities":[232],"epilepsy":[234],"management.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
