{"id":"https://openalex.org/W3037110129","doi":"https://doi.org/10.1109/embc44109.2020.9175339","title":"Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate","display_name":"Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3037110129","doi":"https://doi.org/10.1109/embc44109.2020.9175339","mag":"3037110129","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018934"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9175339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/277004","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073015711","display_name":"Renato Zanetti","orcid":"https://orcid.org/0000-0003-1574-9228"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Renato Zanetti","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024972825","display_name":"Amir Aminifar","orcid":"https://orcid.org/0000-0002-1673-4733"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Amir Aminifar","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074236306","display_name":"David Atienza","orcid":"https://orcid.org/0000-0001-9536-4947"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Atienza","raw_affiliation_strings":["Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Embedded Systems Laboratory (ESL), Swiss Federal Institute of Technology (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I5124864"],"apc_list":null,"apc_paid":null,"fwci":6.3077,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97852512,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"2020","issue":null,"first_page":"4248","last_page":"4251"},"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":0.9977999925613403,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8258185386657715},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.8060505390167236},{"id":"https://openalex.org/keywords/alarm","display_name":"ALARM","score":0.7208994626998901},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388456225395203},{"id":"https://openalex.org/keywords/false-alarm","display_name":"False alarm","score":0.6304152011871338},{"id":"https://openalex.org/keywords/false-positive-rate","display_name":"False positive rate","score":0.5352473855018616},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4936619699001312},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.48055437207221985},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.42764925956726074},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3820144534111023},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33209294080734253},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2543790638446808},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.25215017795562744},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08809071779251099},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07422742247581482},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.07316944003105164}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8258185386657715},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.8060505390167236},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.7208994626998901},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388456225395203},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.6304152011871338},{"id":"https://openalex.org/C95922358","wikidata":"https://www.wikidata.org/wiki/Q5432725","display_name":"False positive rate","level":2,"score":0.5352473855018616},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4936619699001312},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.48055437207221985},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.42764925956726074},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3820144534111023},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33209294080734253},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2543790638446808},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.25215017795562744},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08809071779251099},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07422742247581482},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.07316944003105164}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011788","descriptor_name":"Quality of Life","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}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc44109.2020.9175339","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9175339","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018934","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018934","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:infoscience.epfl.ch:277004","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/277004","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:277004","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/277004","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8700000047683716,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W210359992","https://openalex.org/W1206391664","https://openalex.org/W1556131344","https://openalex.org/W1566689562","https://openalex.org/W1979148805","https://openalex.org/W2014683958","https://openalex.org/W2088786840","https://openalex.org/W2102995594","https://openalex.org/W2106008945","https://openalex.org/W2107153032","https://openalex.org/W2422080706","https://openalex.org/W2461134574","https://openalex.org/W2793434480","https://openalex.org/W2800416849","https://openalex.org/W2811392751","https://openalex.org/W2898439257","https://openalex.org/W2911964244","https://openalex.org/W2916057939","https://openalex.org/W2967667092","https://openalex.org/W2995201943","https://openalex.org/W3037269289","https://openalex.org/W6627949721","https://openalex.org/W6633205339","https://openalex.org/W6675413647"],"related_works":["https://openalex.org/W1983393909","https://openalex.org/W2040150569","https://openalex.org/W4379535633","https://openalex.org/W2468095590","https://openalex.org/W2132174924","https://openalex.org/W1911540634","https://openalex.org/W2013909972","https://openalex.org/W2904808447","https://openalex.org/W2280598164","https://openalex.org/W2993555267"],"abstract_inverted_index":{"Epilepsy":[0],"affects":[1],"more":[2],"than":[3],"50":[4],"million":[5],"people":[6],"and":[7,44,53,66,87,102,106,127],"ranks":[8],"among":[9],"the":[10,37,46,59,91,108,116,120,129],"most":[11],"common":[12],"neurological":[13],"diseases":[14],"worldwide.":[15],"Despite":[16],"advances":[17],"in":[18,56,134],"treatment,":[19],"one-third":[20],"of":[21,39,61,100,104,119,131],"patients":[22,43],"still":[23],"suffer":[24,68],"from":[25,69],"refractory":[26],"epilepsy.":[27,57],"Wearable":[28],"devices":[29,67],"for":[30,41,83,137],"real-time":[31],"patient":[32],"monitoring":[33],"can":[34],"potentially":[35],"improve":[36],"quality":[38],"life":[40],"such":[42],"reduce":[45],"mortality":[47],"rate":[48,110],"due":[49],"to":[50,139],"seizure-related":[51],"accidents":[52],"sudden":[54],"death":[55],"However,":[58],"majority":[60],"employed":[62],"seizure":[63,80],"detection":[64,81],"techniques":[65],"unacceptable":[70],"false-alarm":[71,109],"rate.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"propose":[77],"a":[78,84,143],"robust":[79],"methodology":[82,126],"wearable":[85,121],"platform":[86],"validate":[88],"it":[89,133],"on":[90,142],"Physionet.org":[92],"CHB-MIT":[93],"Scalp":[94],"EEG":[95],"database.":[96],"It":[97],"reaches":[98],"sensitivity":[99],"0.966":[101],"specificity":[103],"0.925,":[105],"reducing":[107],"by":[111],"34.7%.":[112],"We":[113],"also":[114],"evaluate":[115],"battery":[117,145],"lifetime":[118],"system":[122],"including":[123],"our":[124],"proposed":[125],"demonstrate":[128],"feasibility":[130],"using":[132],"real":[135],"time":[136],"up":[138],"40.87":[140],"hours":[141],"single":[144],"charge.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":7}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}