{"id":"https://openalex.org/W4392607794","doi":"https://doi.org/10.1109/jbhi.2024.3375123","title":"Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer","display_name":"Learning Robust Representations of Tonic-Clonic Seizures With Cyclic Transformer","publication_year":2024,"publication_date":"2024-03-08","ids":{"openalex":"https://openalex.org/W4392607794","doi":"https://doi.org/10.1109/jbhi.2024.3375123","pmid":"https://pubmed.ncbi.nlm.nih.gov/38457319"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3375123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3375123","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":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/retrieve/410572d4-f453-4186-87be-e84e11ed6a49","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071399403","display_name":"Jingwei Zhang","orcid":"https://orcid.org/0000-0001-8912-7339"},"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":"Jingwei Zhang","raw_affiliation_strings":["STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium","STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering (ESAT), KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8912-7339","affiliations":[{"raw_affiliation_string":"STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering (ESAT), KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083347073","display_name":"Lauren Swinnen","orcid":"https://orcid.org/0000-0003-0531-9101"},"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":"Lauren Swinnen","raw_affiliation_strings":["Laboratory for Epilepsy Research, KU Leuven, Leuven, Belgium","Laboratory for Epilepsy Research, KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0003-0531-9101","affiliations":[{"raw_affiliation_string":"Laboratory for Epilepsy Research, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Laboratory for Epilepsy Research, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090072986","display_name":"Christos Chatzichristos","orcid":"https://orcid.org/0000-0002-9054-5340"},"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":"Christos Chatzichristos","raw_affiliation_strings":["STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium","STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering (ESAT), KU Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-9054-5340","affiliations":[{"raw_affiliation_string":"STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering (ESAT), KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059287667","display_name":"Wim Van Paesschen","orcid":"https://orcid.org/0000-0002-8535-1699"},"institutions":[{"id":"https://openalex.org/I2800231306","display_name":"Universitair Ziekenhuis Leuven","ror":"https://ror.org/0424bsv16","country_code":"BE","type":"healthcare","lineage":["https://openalex.org/I2800231306"]},{"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":"Wim Van Paesschen","raw_affiliation_strings":["Laboratory for Epilepsy Research, KU Leuven, Leuven, Belgium","Laboratory for Epilepsy Research, KU Leuven, 3001 Leuven, Belgium","Reference center for refractory epilepsy, Department of Neurology, UZ Leuven, 3001 Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-8535-1699","affiliations":[{"raw_affiliation_string":"Laboratory for Epilepsy Research, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Laboratory for Epilepsy Research, KU Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Reference center for refractory epilepsy, Department of Neurology, UZ Leuven, 3001 Leuven, Belgium","institution_ids":["https://openalex.org/I2800231306","https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064593698","display_name":"Maarten De Vos","orcid":"https://orcid.org/0000-0002-3482-5145"},"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":"Maarten De Vos","raw_affiliation_strings":["STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3482-5145","affiliations":[{"raw_affiliation_string":"STADIUS Center for Dynamical Systems, Signal Processing, and Data Analytics, Department of Electrical Engineering, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9537,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70407931,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"28","issue":"6","first_page":"3721","last_page":"3731"},"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":0.9550999999046326,"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/T10919","display_name":"Neurological disorders and treatments","score":0.9496999979019165,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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":0.7258650064468384},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6293213367462158},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5620485544204712},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5102736949920654},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.42491039633750916},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.41173580288887024},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16070041060447693},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1392911672592163}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258650064468384},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6293213367462158},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5620485544204712},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5102736949920654},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.42491039633750916},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.41173580288887024},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16070041060447693},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1392911672592163},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","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":"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":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"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":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2024.3375123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3375123","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:38457319","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38457319","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},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/745175","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/745175","pdf_url":"https://lirias.kuleuven.be/retrieve/410572d4-f453-4186-87be-e84e11ed6a49","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"Ieee Journal Of Biomedical And Health Informatics, vol. 28 (6), (3721-3731)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/745175","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/745175","pdf_url":"https://lirias.kuleuven.be/retrieve/410572d4-f453-4186-87be-e84e11ed6a49","source":{"id":"https://openalex.org/S7407055369","display_name":"Lirias","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":"Ieee Journal Of Biomedical And Health Informatics, vol. 28 (6), (3721-3731)","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1599736970","display_name":null,"funder_award_id":"C24/18/097","funder_id":"https://openalex.org/F4320322308","funder_display_name":"KU Leuven"},{"id":"https://openalex.org/G722891507","display_name":null,"funder_award_id":"21263","funder_id":"https://openalex.org/F4320338395","funder_display_name":"EIT Health"},{"id":"https://openalex.org/G8508370573","display_name":"Deep, personalized epileptic seizure detection","funder_award_id":"G0D8321N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320322308","display_name":"KU Leuven","ror":"https://ror.org/05f950310"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null},{"id":"https://openalex.org/F4320338395","display_name":"EIT Health","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392607794.pdf"},"referenced_works_count":55,"referenced_works":["https://openalex.org/W2020713213","https://openalex.org/W2056488712","https://openalex.org/W2067645878","https://openalex.org/W2124238521","https://openalex.org/W2135733572","https://openalex.org/W2138499982","https://openalex.org/W2144730813","https://openalex.org/W2194775991","https://openalex.org/W2405240590","https://openalex.org/W2417817914","https://openalex.org/W2609675074","https://openalex.org/W2741295496","https://openalex.org/W2741800082","https://openalex.org/W2762473351","https://openalex.org/W2779032883","https://openalex.org/W2781556396","https://openalex.org/W2786350426","https://openalex.org/W2798405286","https://openalex.org/W2805402132","https://openalex.org/W2808694251","https://openalex.org/W2811392751","https://openalex.org/W2885826602","https://openalex.org/W2887761937","https://openalex.org/W2888173624","https://openalex.org/W2908105251","https://openalex.org/W2949419207","https://openalex.org/W2962782417","https://openalex.org/W2962793481","https://openalex.org/W2962931510","https://openalex.org/W2963111938","https://openalex.org/W2963551569","https://openalex.org/W2963631950","https://openalex.org/W2963663420","https://openalex.org/W2963925437","https://openalex.org/W3012312688","https://openalex.org/W3176404283","https://openalex.org/W3184679245","https://openalex.org/W3198264607","https://openalex.org/W4210342784","https://openalex.org/W4210755598","https://openalex.org/W4212772483","https://openalex.org/W4254751698","https://openalex.org/W4280516165","https://openalex.org/W4306377528","https://openalex.org/W4385572192","https://openalex.org/W4398158952","https://openalex.org/W6631190155","https://openalex.org/W6641162989","https://openalex.org/W6737778391","https://openalex.org/W6739901393","https://openalex.org/W6754000335","https://openalex.org/W6779902714","https://openalex.org/W6785904320","https://openalex.org/W6791742336","https://openalex.org/W6810395117"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W1482209366","https://openalex.org/W2110523656","https://openalex.org/W2521627374","https://openalex.org/W2981954115"],"abstract_inverted_index":{"Tonic-clonic":[0],"seizures":[1],"(TCSs)":[2],"pose":[3],"a":[4,45,56,68,111,196],"significant":[5],"risk":[6,47],"for":[7,168,199],"sudden":[8],"unexpected":[9],"death":[10],"in":[11,26,131,191],"epilepsy":[12],"(SUDEP).":[13],"Previous":[14],"research":[15],"has":[16],"highlighted":[17],"the":[18,77,90,94,98,120,123,132,139,161,172,185,188,201,211],"potential":[19],"of":[20,48,93,122,175,187,205],"multimodal":[21,42,106,149,192],"wearable":[22],"seizure":[23,206],"detection":[24,207],"systems":[25,43,208],"accurately":[27],"detecting":[28],"TCSs":[29,193],"through":[30],"continuous":[31],"monitoring,":[32],"enabling":[33],"timely":[34],"alarms":[35],"and":[36,79,158,178,203],"potentially":[37],"preventing":[38],"SUDEP.":[39],"However,":[40],"such":[41],"carry":[44],"higher":[46],"sensor":[49,215],"malfunction.":[50,216],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"cyclic":[57,65,100,124,141,162,189],"transformer":[58,66,101,125,142,163,190],"approach":[59,198],"to":[60,88,126],"address":[61],"these":[62],"challenges.":[63],"The":[64],"learns":[67],"robust":[69],"representation":[70],"by":[71],"performing":[72],"circular":[73],"modal":[74],"translations":[75],"between":[76],"source":[78,113],"target":[80,133],"modalities.":[81],"It":[82],"leverages":[83],"back-translation":[84],"as":[85],"regularization":[86],"technique":[87],"enhance":[89],"discriminative":[91],"power":[92],"learned":[95],"representation.":[96],"Notably,":[97],"proposed":[99,140],"is":[102],"trained":[103,155],"on":[104],"paired":[105],"data":[107,167,180],"but":[108],"requires":[109],"only":[110],"single":[112],"modality":[114],"during":[115,181],"deployment.":[116],"This":[117,183],"characteristic":[118],"ensures":[119],"robustness":[121,204],"perturbations":[127],"or":[128],"missing":[129],"information":[130],"modality.":[134],"Experimental":[135],"results":[136],"demonstrate":[137],"that":[138],"achieves":[143],"competitive":[144],"performance":[145],"compared":[146],"with":[147,214],"existing":[148],"systems.":[150],"While":[151],"both":[152,176],"approaches":[153],"were":[154],"using":[156],"EEG":[157,166,177],"EMG":[159,179],"data,":[160],"exclusively":[164],"employs":[165],"testing,":[169],"diverging":[170],"from":[171],"state-of-the-art's":[173],"utilization":[174],"test.":[182],"showcases":[184],"effectiveness":[186],"detection,":[194],"offering":[195],"promising":[197],"enhancing":[200],"accuracy":[202],"while":[209],"mitigating":[210],"risks":[212],"associated":[213]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
