{"id":"https://openalex.org/W3082969959","doi":"https://doi.org/10.1109/embc44109.2020.9176082","title":"Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module","display_name":"Automatic Absence Seizures Detection in EEG signals: An Unsupervised Module","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3082969959","doi":"https://doi.org/10.1109/embc44109.2020.9176082","mag":"3082969959","pmid":"https://pubmed.ncbi.nlm.nih.gov/33018044"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176082","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 &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5046324237","display_name":"\u039aostas \u039c. Tsiouris","orcid":"https://orcid.org/0000-0002-3862-0956"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas M. Tsiouris","raw_affiliation_strings":["Biomedical Engineering Laboratory, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110552015","display_name":"Spiridon Konitsiotis","orcid":null},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiridon Konitsiotis","raw_affiliation_strings":["Dept. of Neurology, Medical School, University of Ioannina, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Neurology, Medical School, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043121971","display_name":"Dimitrios Gatsios","orcid":"https://orcid.org/0000-0003-3006-1587"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios Gatsios","raw_affiliation_strings":["Dept. of Neurology, Medical School, University of Ioannina, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Neurology, Medical School, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016776217","display_name":"Dimitris Koutsouris","orcid":"https://orcid.org/0000-0003-1205-9918"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios D. Koutsouris","raw_affiliation_strings":["Biomedical Engineering Laboratory, National Technical University of Athens, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Laboratory, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037813012","display_name":"Dimitrios I. Fotiadis","orcid":"https://orcid.org/0000-0002-7362-5082"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrios I. Fotiadis","raw_affiliation_strings":["Unit of Medical Technology and Intelligent Information Systems, University of Ioannina, Ioannina, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Unit of Medical Technology and Intelligent Information Systems, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"532","last_page":"535"},"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/T11447","display_name":"Blind Source Separation Techniques","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9940000176429749,"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/electroencephalography","display_name":"Electroencephalography","score":0.8795864582061768},{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.6687270998954773},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6066404581069946},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6064488291740417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5563376545906067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.511963963508606},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4746844470500946},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37157970666885376},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.27865171432495117},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19853022694587708},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.08087232708930969}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8795864582061768},{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.6687270998954773},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6066404581069946},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6064488291740417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5563376545906067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.511963963508606},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4746844470500946},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37157970666885376},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.27865171432495117},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19853022694587708},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.08087232708930969},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"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":"D004832","descriptor_name":"Epilepsy, Absence","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004832","descriptor_name":"Epilepsy, Absence","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004832","descriptor_name":"Epilepsy, Absence","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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc44109.2020.9176082","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176082","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 &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33018044","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33018044","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1209852327","https://openalex.org/W1964875525","https://openalex.org/W2019448024","https://openalex.org/W2048459251","https://openalex.org/W2058669942","https://openalex.org/W2079564464","https://openalex.org/W2092634008","https://openalex.org/W2099169745","https://openalex.org/W2797113556","https://openalex.org/W2963290013","https://openalex.org/W2972936721","https://openalex.org/W2980073248","https://openalex.org/W6750117519","https://openalex.org/W6768412194"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W3000816921","https://openalex.org/W2063907707","https://openalex.org/W2790392165","https://openalex.org/W1984780554","https://openalex.org/W2405240590","https://openalex.org/W2809907213"],"abstract_inverted_index":{"Absence":[0],"seizures":[1,24],"are":[2],"expressed":[3],"with":[4,45,92],"distinctive":[5],"spike-and-wave":[6],"complexes":[7],"in":[8,59,77],"the":[9,29,33,60,67,81,102],"electroencephalogram":[10],"(EEG),":[11],"which":[12],"can":[13],"be":[14],"used":[15],"to":[16],"automatically":[17],"distinguish":[18],"them":[19],"from":[20],"other":[21],"types":[22],"of":[23,32,62,69,90,98],"and":[25,65],"interictal":[26],"activity.":[27],"Considering":[28],"chaotic":[30],"nature":[31],"EEG":[34,75],"signal,":[35],"it":[36],"is":[37],"very":[38],"unlikely":[39],"that":[40],"such":[41],"continuous,":[42],"repetitive":[43],"patterns":[44,72],"strict":[46],"periodic":[47],"behavior":[48],"would":[49],"occur":[50],"naturally":[51],"under":[52],"normal":[53],"conditions.":[54],"Searching":[55],"for":[56],"spectral":[57],"activity":[58],"range":[61],"2.5-4.5":[63],"Hz":[64],"assessing":[66],"presence":[68],"synchronous,":[70],"repeated":[71],"across":[73],"multiple":[74],"channels":[76],"an":[78],"unsupervised":[79],"manner,":[80],"proposed":[82],"methodology":[83],"provides":[84],"high":[85],"absence":[86],"seizure":[87],"detection":[88,96],"sensitivity":[89],"93.94%":[91],"a":[93],"low":[94],"false":[95],"rate":[97],"0.168":[99],"FD/h":[100],"using":[101],"open":[103],"TUSZ":[104],"dataset.":[105]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
