{"id":"https://openalex.org/W7118177157","doi":"https://doi.org/10.1109/aiccsa66935.2025.11315411","title":"Toward EEG-Free Seizure Detection: Evidence of EEG-ECG Synchronization","display_name":"Toward EEG-Free Seizure Detection: Evidence of EEG-ECG Synchronization","publication_year":2025,"publication_date":"2025-10-19","ids":{"openalex":"https://openalex.org/W7118177157","doi":"https://doi.org/10.1109/aiccsa66935.2025.11315411"},"language":null,"primary_location":{"id":"doi:10.1109/aiccsa66935.2025.11315411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa66935.2025.11315411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5121916887","display_name":"Hussein El Amouri","orcid":null},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hussein El Amouri","raw_affiliation_strings":["Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121952605","display_name":"Lina Abou Abbas","orcid":null},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Lina Abou Abbas","raw_affiliation_strings":["Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028867036","display_name":"Hassan Tfaily","orcid":null},"institutions":[{"id":"https://openalex.org/I56306041","display_name":"Lebanese American University","ror":"https://ror.org/00hqkan37","country_code":"LB","type":"education","lineage":["https://openalex.org/I56306041"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Hassan Tfaily","raw_affiliation_strings":["Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lebanese American University (LAU) 36 Byblos,School of Engineering,E.C.E Dept.,Lebanon","institution_ids":["https://openalex.org/I56306041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077379625","display_name":"Khadidja Henni","orcid":"https://orcid.org/0000-0002-3019-3187"},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Khadidja Henni","raw_affiliation_strings":["Applied Artificial Intelligence Institute(I2A) TÉLUQ University,Montreal,QC,Canada,G1K 9H6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Artificial Intelligence Institute(I2A) TÉLUQ University,Montreal,QC,Canada,G1K 9H6","institution_ids":["https://openalex.org/I4210164802"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.6108945,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9890999794006348,"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":0.9890999794006348,"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":0.00570000009611249,"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"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7559000253677368},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.6970999836921692},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6259999871253967},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5565999746322632},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.520799994468689},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5148000121116638}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7559000253677368},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.6970999836921692},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6259999871253967},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.570900022983551},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5565999746322632},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.520799994468689},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5148000121116638},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38029998540878296},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.3797999918460846},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3061000108718872},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30379998683929443},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.28839999437332153},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.25999999046325684}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa66935.2025.11315411","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa66935.2025.11315411","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE/ACS 22nd International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7637276649475098,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1972533436","https://openalex.org/W1996927901","https://openalex.org/W2015795623","https://openalex.org/W2345279893","https://openalex.org/W2519091744","https://openalex.org/W2586273059","https://openalex.org/W2901787898","https://openalex.org/W2904559787","https://openalex.org/W2905642356","https://openalex.org/W2963290013","https://openalex.org/W2974171143","https://openalex.org/W2995478274","https://openalex.org/W3007289630","https://openalex.org/W3030870789","https://openalex.org/W3043250973","https://openalex.org/W3045153122","https://openalex.org/W3046474724","https://openalex.org/W3137217840","https://openalex.org/W3166319871","https://openalex.org/W3182939967","https://openalex.org/W4224211344","https://openalex.org/W4283215953","https://openalex.org/W4285111878","https://openalex.org/W4293770492","https://openalex.org/W4306180768","https://openalex.org/W4321599303","https://openalex.org/W4323022427","https://openalex.org/W4363679399","https://openalex.org/W4379985079","https://openalex.org/W4380854508","https://openalex.org/W4382403009","https://openalex.org/W4386357501","https://openalex.org/W4388776205","https://openalex.org/W4390401434","https://openalex.org/W4396700037","https://openalex.org/W4403079654","https://openalex.org/W4403935462","https://openalex.org/W4404730461","https://openalex.org/W4405709687","https://openalex.org/W4408662679","https://openalex.org/W4409524716","https://openalex.org/W4415797794"],"related_works":[],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,94],"a":[2,52,61],"chronic":[3],"neurological":[4],"disorder":[5],"that":[6,134],"affects":[7],"millions":[8],"of":[9,68,117],"people":[10],"worldwide.":[11],"If":[12],"not":[13],"detected":[14],"promptly,":[15],"it":[16],"can":[17],"lead":[18],"to":[19,65,113,160],"serious":[20],"or":[21,80],"even":[22],"fatal":[23],"consequences.":[24],"Traditionally,":[25],"epileptic":[26],"seizure":[27,125,152],"detection":[28],"relies":[29],"on":[30],"brain":[31,84],"signals":[32,85],"such":[33],"as":[34,120],"electroencephalograms":[35],"(EEGs).":[36],"While":[37],"effective,":[38],"EEG":[39,136],"acquisition":[40],"typically":[41],"requires":[42],"non-invasive":[43],"scalp-mounted":[44],"electrodes,":[45],"which":[46,93],"limit":[47],"patient":[48],"mobility":[49],"and":[50,71,108,144],"necessitate":[51],"controlled":[53],"clinical":[54],"environment.":[55],"In":[56],"contrast,":[57],"electrocardiograms":[58],"(ECGs)":[59],"present":[60],"promising":[62,143],"alternative":[63,122],"due":[64],"their":[66],"ease":[67],"acquisition,":[69],"portability,":[70],"compatibility":[72],"with":[73,83],"wearable":[74,151],"devices.":[75],"Leveraging":[76],"ECG":[77,119,141],"signals-either":[78],"independently":[79],"in":[81],"combination":[82],"offers":[86],"significant":[87,158],"potential":[88,149],"for":[89,96,124,150],"real-time,":[90],"continuous":[91],"monitoring,":[92],"critical":[95],"timely":[97],"intervention.":[98],"This":[99],"paper":[100],"investigates":[101],"the":[102,105,109,115,131,161],"synchrony":[103],"between":[104],"ECG-based":[106],"model":[107],"EEG-based":[110],"model,":[111],"aiming":[112],"study":[114],"feasibility":[116],"using":[118],"an":[121],"method":[123],"detection.":[126],"Using":[127],"Bland":[128],"Altman":[129],"analysis,":[130],"results":[132,155],"indicate":[133],"although":[135],"provides":[137],"higher":[138],"discriminative":[139],"power,":[140],"yields":[142],"comparable":[145],"performance,":[146],"highlighting":[147],"its":[148],"monitoring.":[153],"The":[154],"are":[156],"statistically":[157],"according":[159],"t-test.":[162]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-05T00:00:00"}