{"id":"https://openalex.org/W4309091238","doi":"https://doi.org/10.3390/s22218444","title":"Seizure Detection: A Low Computational Effective Approach without Classification Methods","display_name":"Seizure Detection: A Low Computational Effective Approach without Classification Methods","publication_year":2022,"publication_date":"2022-11-03","ids":{"openalex":"https://openalex.org/W4309091238","doi":"https://doi.org/10.3390/s22218444","pmid":"https://pubmed.ncbi.nlm.nih.gov/36366141"},"language":"en","primary_location":{"id":"doi:10.3390/s22218444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22218444","pdf_url":"https://www.mdpi.com/1424-8220/22/21/8444/pdf?version=1667455574","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/21/8444/pdf?version=1667455574","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068211027","display_name":"Neethu Sreenivasan","orcid":"https://orcid.org/0000-0002-2462-3136"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Neethu Sreenivasan","raw_affiliation_strings":["School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057189480","display_name":"Gaetano D. Gargiulo","orcid":"https://orcid.org/0000-0002-2616-2804"},"institutions":[{"id":"https://openalex.org/I1308309334","display_name":"Translational Research Institute","ror":"https://ror.org/00v807439","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1308309334"]},{"id":"https://openalex.org/I4210137518","display_name":"Westmead Institute","ror":"https://ror.org/03wtqwa04","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210137518"]},{"id":"https://openalex.org/I4210143646","display_name":"Ingham Institute","ror":"https://ror.org/03y4rnb63","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210143646"]},{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Gaetano D. Gargiulo","raw_affiliation_strings":["School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia","The Ingam Institute for Medical Research, Liverpool, NSW 2170, Australia","The MARCS Institute, Westmead, NSW 2145, Australia","Translational Research Health Institute, Westmead, NSW 2145, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2616-2804","affiliations":[{"raw_affiliation_string":"School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia","institution_ids":["https://openalex.org/I63525965"]},{"raw_affiliation_string":"The Ingam Institute for Medical Research, Liverpool, NSW 2170, Australia","institution_ids":["https://openalex.org/I4210143646"]},{"raw_affiliation_string":"The MARCS Institute, Westmead, NSW 2145, Australia","institution_ids":["https://openalex.org/I4210137518"]},{"raw_affiliation_string":"Translational Research Health Institute, Westmead, NSW 2145, Australia","institution_ids":["https://openalex.org/I1308309334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029671790","display_name":"Upul Gunawardana","orcid":"https://orcid.org/0000-0003-0932-5306"},"institutions":[{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Upul Gunawardana","raw_affiliation_strings":["School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0932-5306","affiliations":[{"raw_affiliation_string":"School of Engineering, Design and Built Environment, Western Sydney University, Penrith, NSW 2751, Australia","institution_ids":["https://openalex.org/I63525965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029523168","display_name":"Ganesh R. Naik","orcid":"https://orcid.org/0000-0003-1790-9838"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]},{"id":"https://openalex.org/I4210126099","display_name":"Adelaide Institute for Sleep Health","ror":"https://ror.org/042eeg142","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210126099"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ganesh Naik","raw_affiliation_strings":["Adelaide Institute for Sleep Health, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adelaide Institute for Sleep Health, College of Medicine and Public Health, Flinders University, Adelaide, SA 5042, Australia","institution_ids":["https://openalex.org/I4210126099","https://openalex.org/I169541294"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055081506","display_name":"Armin Nikpour","orcid":"https://orcid.org/0000-0002-2384-0710"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]},{"id":"https://openalex.org/I2799732068","display_name":"Royal Prince Alfred Hospital","ror":"https://ror.org/05gpvde20","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2799732068"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Armin Nikpour","raw_affiliation_strings":["Central Clinical School, The University of Sydney, Darlington, NSW 2008, Australia","Neurology Department, Royal Prince Alfred Hospital, Camperdown, NSW 2050, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2384-0710","affiliations":[{"raw_affiliation_string":"Central Clinical School, The University of Sydney, Darlington, NSW 2008, Australia","institution_ids":["https://openalex.org/I129604602"]},{"raw_affiliation_string":"Neurology Department, Royal Prince Alfred Hospital, Camperdown, NSW 2050, Australia","institution_ids":["https://openalex.org/I2799732068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029523168","https://openalex.org/A5068211027"],"corresponding_institution_ids":["https://openalex.org/I169541294","https://openalex.org/I4210126099","https://openalex.org/I63525965"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.1183,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.44528578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"22","issue":"21","first_page":"8444","last_page":"8444"},"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":0.998199999332428,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9958000183105469,"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":0.7194273471832275},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6050677299499512},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5928926467895508},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.545053243637085},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5223509073257446},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4683738648891449},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4548218846321106},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4343506991863251},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42631858587265015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4102988839149475},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13382327556610107},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.10254114866256714},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07247999310493469}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7194273471832275},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6050677299499512},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5928926467895508},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.545053243637085},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5223509073257446},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4683738648891449},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4548218846321106},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4343506991863251},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42631858587265015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4102988839149475},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13382327556610107},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.10254114866256714},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07247999310493469},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[{"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":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","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":"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":"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":5,"locations":[{"id":"doi:10.3390/s22218444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22218444","pdf_url":"https://www.mdpi.com/1424-8220/22/21/8444/pdf?version=1667455574","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36366141","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36366141","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:2b7bc17936984238bf16a4693b1f7b2a","is_oa":true,"landing_page_url":"https://doaj.org/article/2b7bc17936984238bf16a4693b1f7b2a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 21, p 8444 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/21/8444/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22218444","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 21; Pages: 8444","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9657642","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9657642","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22218444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22218444","pdf_url":"https://www.mdpi.com/1424-8220/22/21/8444/pdf?version=1667455574","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4309091238.pdf","grobid_xml":"https://content.openalex.org/works/W4309091238.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W299288671","https://openalex.org/W1556131344","https://openalex.org/W1918402758","https://openalex.org/W1974991504","https://openalex.org/W1980175371","https://openalex.org/W1998828740","https://openalex.org/W2052466231","https://openalex.org/W2079482480","https://openalex.org/W2085413319","https://openalex.org/W2099169745","https://openalex.org/W2107565916","https://openalex.org/W2132403112","https://openalex.org/W2132606761","https://openalex.org/W2145103126","https://openalex.org/W2162273778","https://openalex.org/W2162800060","https://openalex.org/W2288238997","https://openalex.org/W2295774550","https://openalex.org/W2335311150","https://openalex.org/W2369007631","https://openalex.org/W2422080706","https://openalex.org/W2568407436","https://openalex.org/W2592790850","https://openalex.org/W2608948620","https://openalex.org/W2623028730","https://openalex.org/W2734456019","https://openalex.org/W2736940147","https://openalex.org/W2751491629","https://openalex.org/W2776712276","https://openalex.org/W2780249254","https://openalex.org/W2787779804","https://openalex.org/W2799582985","https://openalex.org/W2881862143","https://openalex.org/W2889341743","https://openalex.org/W2889690008","https://openalex.org/W2892542319","https://openalex.org/W2896977870","https://openalex.org/W2897492003","https://openalex.org/W2898293270","https://openalex.org/W2899422709","https://openalex.org/W2901787898","https://openalex.org/W2904559787","https://openalex.org/W2947849117","https://openalex.org/W2964267916","https://openalex.org/W2969795856","https://openalex.org/W2991240676","https://openalex.org/W2994841289","https://openalex.org/W3004158844","https://openalex.org/W3019211570","https://openalex.org/W3025940180","https://openalex.org/W3030870789","https://openalex.org/W3042619474","https://openalex.org/W3087997944","https://openalex.org/W3091058291","https://openalex.org/W3093717265","https://openalex.org/W3165430704","https://openalex.org/W4205497034","https://openalex.org/W4238664500","https://openalex.org/W6743645307","https://openalex.org/W6747117227","https://openalex.org/W6773291578"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W4312960290","https://openalex.org/W2049513647","https://openalex.org/W2988848585","https://openalex.org/W4233722919","https://openalex.org/W2032664813"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,7,52,139],"a":[2,116,165,179],"severe":[3],"neurological":[4],"disorder":[5],"that":[6],"usually":[8],"diagnosed":[9],"by":[10,30],"using":[11],"an":[12,53],"electroencephalogram":[13],"(EEG).":[14],"However,":[15],"EEG":[16,50],"signals":[17,51],"are":[18],"complex,":[19],"nonlinear,":[20],"and":[21,37,56,63,79,95,157,175,189,192,223],"dynamic,":[22],"thus":[23,106],"generating":[24],"large":[25],"amounts":[26],"of":[27,45,48,65,155,183,229],"data":[28],"polluted":[29],"many":[31],"artefacts,":[32],"lowering":[33],"the":[34,61,66,90,99,123,146,150,153,205,209,227],"signal-to-noise":[35],"ratio,":[36],"hampering":[38],"expert":[39],"interpretation.":[40],"The":[41],"traditional":[42],"seizure-detection":[43,72],"method":[44,198,211],"professional":[46],"review":[47],"long-term":[49],"expensive,":[54],"time-consuming,":[55],"challenging":[57],"task.":[58],"To":[59],"reduce":[60],"complexity":[62],"cost":[64],"task,":[67],"researchers":[68],"have":[69],"developed":[70],"several":[71],"approaches,":[73],"primarily":[74],"focusing":[75],"on":[76,122,219],"classification":[77],"systems":[78],"spectral":[80],"feature":[81,100,126],"extraction.":[82],"While":[83],"these":[84,131],"methods":[85],"can":[86,199,224],"achieve":[87],"high/optimal":[88],"performances,":[89],"system":[91,120],"may":[92],"require":[93,217],"retraining":[94],"following":[96],"up":[97],"with":[98],"extraction":[101],"for":[102,110],"each":[103],"new":[104,220],"patient,":[105],"making":[107],"it":[108],"impractical":[109],"real-world":[111],"applications.":[112],"Herein,":[113],"we":[114],"present":[115],"straightforward":[117],"manual/automated":[118],"detection":[119,181],"based":[121],"simple":[124],"seizure":[125,151,202,230],"amplification":[127],"analysis":[128],"to":[129,160],"minimize":[130],"practical":[132],"difficulties.":[133],"Our":[134],"algorithm":[135],"(a":[136],"simplified":[137],"version":[138],"available":[140],"as":[141,152],"additional":[142],"material),":[143],"borrowing":[144],"from":[145],"telecommunication":[147],"discipline,":[148],"treats":[149],"carrier":[154],"information":[156],"tunes":[158],"filters":[159],"this":[161],"specific":[162],"bandwidth,":[163],"yielding":[164],"viable,":[166],"computationally":[167],"inexpensive":[168],"solution.":[169],"Manual":[170],"tests":[171],"gave":[172],"93%":[173],"sensitivity":[174,191],"96%":[176],"specificity":[177],"at":[178],"false":[180],"rate":[182],"0.04/h.":[184],"Automated":[185],"analyses":[186],"showed":[187],"88%":[188],"97%":[190],"specificity,":[193],"respectively.":[194],"Moreover,":[195],"our":[196],"proposed":[197,210],"accurately":[200],"detect":[201],"locations":[203],"within":[204],"brain.":[206],"In":[207],"summary,":[208],"has":[212],"excellent":[213],"potential,":[214],"does":[215],"not":[216],"training":[218],"patient":[221],"data,":[222],"aid":[225],"in":[226],"localization":[228],"focus/origin.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
