{"id":"https://openalex.org/W2418090813","doi":"https://doi.org/10.1109/jbhi.2015.2457093","title":"A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection","display_name":"A Wavelet-Based Artifact Reduction From Scalp EEG for Epileptic Seizure Detection","publication_year":2015,"publication_date":"2015-07-15","ids":{"openalex":"https://openalex.org/W2418090813","doi":"https://doi.org/10.1109/jbhi.2015.2457093","mag":"2418090813","pmid":"https://pubmed.ncbi.nlm.nih.gov/26186797"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2015.2457093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2457093","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021845215","display_name":"Md. Kafiul Islam","orcid":"https://orcid.org/0000-0001-7654-5726"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Md Kafiul Islam","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040036501","display_name":"Amir Rastegarnia","orcid":"https://orcid.org/0000-0003-4371-310X"},"institutions":[{"id":"https://openalex.org/I4210146087","display_name":"Malayer University","ror":"https://ror.org/03rk9sq81","country_code":"IR","type":"education","lineage":["https://openalex.org/I4210146087"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amir Rastegarnia","raw_affiliation_strings":["Department of Electrical Engineering, Malayer University, Malayer, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Malayer University, Malayer, Iran","institution_ids":["https://openalex.org/I4210146087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061764261","display_name":"Zhi Yang","orcid":"https://orcid.org/0000-0003-1046-8654"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Zhi Yang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5021845215"],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":3.3871,"has_fulltext":false,"cited_by_count":111,"citation_normalized_percentile":{"value":0.92847235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"20","issue":"5","first_page":"1321","last_page":"1332"},"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":0.9994000196456909,"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":0.9912999868392944,"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/artifact","display_name":"Artifact (error)","score":0.881293773651123},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8209695816040039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7659284472465515},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7400215864181519},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6983925104141235},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6580495834350586},{"id":"https://openalex.org/keywords/scalp","display_name":"Scalp","score":0.6183601021766663},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5705217719078064},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.5561321377754211},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.44538936018943787},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40250587463378906},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3751519024372101},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1396465003490448},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10134172439575195},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08643856644630432}],"concepts":[{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.881293773651123},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8209695816040039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7659284472465515},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7400215864181519},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6983925104141235},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6580495834350586},{"id":"https://openalex.org/C2778515351","wikidata":"https://www.wikidata.org/wiki/Q9622","display_name":"Scalp","level":2,"score":0.6183601021766663},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5705217719078064},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.5561321377754211},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.44538936018943787},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40250587463378906},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3751519024372101},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1396465003490448},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10134172439575195},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08643856644630432},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","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":"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":"D012535","descriptor_name":"Scalp","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012535","descriptor_name":"Scalp","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012535","descriptor_name":"Scalp","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2015.2457093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2015.2457093","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:26186797","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26186797","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}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W18046889","https://openalex.org/W59771946","https://openalex.org/W1507245770","https://openalex.org/W1516348707","https://openalex.org/W1563088657","https://openalex.org/W1612976328","https://openalex.org/W1862394037","https://openalex.org/W1966185057","https://openalex.org/W1966461768","https://openalex.org/W1968424959","https://openalex.org/W1969793768","https://openalex.org/W1971758088","https://openalex.org/W1974991504","https://openalex.org/W1976426522","https://openalex.org/W1981650367","https://openalex.org/W1983946671","https://openalex.org/W2000588262","https://openalex.org/W2011714246","https://openalex.org/W2024374274","https://openalex.org/W2025157091","https://openalex.org/W2029339329","https://openalex.org/W2035385895","https://openalex.org/W2035480992","https://openalex.org/W2049296082","https://openalex.org/W2050102536","https://openalex.org/W2063684283","https://openalex.org/W2065477390","https://openalex.org/W2071565881","https://openalex.org/W2074804320","https://openalex.org/W2078537240","https://openalex.org/W2080373262","https://openalex.org/W2081312620","https://openalex.org/W2082076175","https://openalex.org/W2087757611","https://openalex.org/W2098530187","https://openalex.org/W2105154398","https://openalex.org/W2106112788","https://openalex.org/W2120129518","https://openalex.org/W2121528650","https://openalex.org/W2137406871","https://openalex.org/W2142369833","https://openalex.org/W2143776609","https://openalex.org/W2145444715","https://openalex.org/W2145751039","https://openalex.org/W2146842127","https://openalex.org/W2150665176","https://openalex.org/W2150832917","https://openalex.org/W2160928772","https://openalex.org/W2164293015","https://openalex.org/W2169064120","https://openalex.org/W2171266607","https://openalex.org/W6636383947","https://openalex.org/W6659093814","https://openalex.org/W6675763056"],"related_works":["https://openalex.org/W2126108552","https://openalex.org/W2008167394","https://openalex.org/W36837324","https://openalex.org/W2588429911","https://openalex.org/W52840052","https://openalex.org/W2071974719","https://openalex.org/W3037660442","https://openalex.org/W4403270130","https://openalex.org/W1971410108","https://openalex.org/W2077021924"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"method":[4,21],"to":[5,12,42,53,81,107,144],"reduce":[6],"artifacts":[7,44,59,112],"from":[8,45,101,126],"scalp":[9],"EEG":[10,62,93],"recordings":[11],"facilitate":[13],"seizure":[14,35,89,121],"diagnosis/detection":[15],"for":[16,96,147],"epilepsy":[17,151],"patients.":[18],"The":[19,64,92],"proposed":[20,138],"is":[22,66],"primarily":[23],"based":[24],"on":[25,68],"stationary":[26],"wavelet":[27],"transform":[28],"and":[29,78,88,115],"takes":[30],"the":[31,55,84,97,117,134,137],"spectral":[32],"band":[33],"of":[34,71,99,136],"activities":[36],"(i.e.,":[37],"0.5-29":[38],"Hz)":[39],"into":[40],"account":[41],"separate":[43],"seizures.":[46],"Different":[47],"artifact":[48,85,148],"templates":[49],"have":[50,104],"been":[51,105],"simulated":[52],"mimic":[54],"most":[56],"commonly":[57],"appeared":[58],"in":[60,120,150],"real":[61,79],"recordings.":[63],"algorithm":[65],"applied":[67],"three":[69],"sets":[70],"synthesized":[72],"data":[73,80],"including":[74],"fully":[75],"simulated,":[76],"semi-simulated,":[77],"evaluate":[82],"both":[83],"removal":[86,149],"performance":[87],"detection":[90,98,122],"performance.":[91],"features":[94],"responsible":[95],"seizures":[100],"nonseizure":[102],"epochs":[103],"found":[106],"be":[108],"easily":[109],"distinguishable":[110],"after":[111],"are":[113,123],"removed,":[114],"consequently,":[116],"false":[118],"alarms":[119],"reduced.":[124],"Results":[125],"an":[127],"extensive":[128],"experiment":[129],"with":[130],"these":[131],"datasets":[132],"prove":[133],"efficacy":[135],"algorithm,":[139],"which":[140],"makes":[141],"it":[142,146],"possible":[143],"use":[145],"diagnosis":[152],"as":[153,155],"well":[154],"other":[156],"applications":[157],"regarding":[158],"neuroscience":[159],"studies.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
