{"id":"https://openalex.org/W2899464007","doi":"https://doi.org/10.1109/embc.2018.8513033","title":"Automated Detection of High Frequency Oscillations in Human Scalp Electroencephalogram","display_name":"Automated Detection of High Frequency Oscillations in Human Scalp Electroencephalogram","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899464007","doi":"https://doi.org/10.1109/embc.2018.8513033","mag":"2899464007","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441054"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-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/A5061839474","display_name":"Krit Charupanit","orcid":"https://orcid.org/0000-0002-9803-2005"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Krit Charupanit","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102805257","display_name":"Michael D. Nunez","orcid":"https://orcid.org/0000-0002-9965-6282"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael D. Nunez","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031168313","display_name":"Danilo Bernardo","orcid":"https://orcid.org/0000-0002-4512-3843"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danilo Bernardo","raw_affiliation_strings":["University of California Los Angeles, Los Angeles, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Los Angeles, Los Angeles, CA, US","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110694592","display_name":"Martina Bebin","orcid":null},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martina Bebin","raw_affiliation_strings":["University of Alabama at Birmingham, Birmingham, AL, US"],"affiliations":[{"raw_affiliation_string":"University of Alabama at Birmingham, Birmingham, AL, US","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008873914","display_name":"Darcy A. Krueger","orcid":"https://orcid.org/0000-0002-7250-7391"},"institutions":[{"id":"https://openalex.org/I121934306","display_name":"Tufts University","ror":"https://ror.org/05wvpxv85","country_code":"US","type":"education","lineage":["https://openalex.org/I121934306"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Darcy A. Krueger","raw_affiliation_strings":["Tufts University Department of Medicine, Boston, MA, US"],"affiliations":[{"raw_affiliation_string":"Tufts University Department of Medicine, Boston, MA, US","institution_ids":["https://openalex.org/I121934306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073230151","display_name":"Hope Northrup","orcid":"https://orcid.org/0000-0002-2892-0840"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hope Northrup","raw_affiliation_strings":["University of Texas Health Science Center at Houston, Houston, TX, US"],"affiliations":[{"raw_affiliation_string":"University of Texas Health Science Center at Houston, Houston, TX, US","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079691093","display_name":"Mustafa \u015eahin","orcid":"https://orcid.org/0000-0002-3490-6009"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mustafa Sahin","raw_affiliation_strings":["Harvard University, Cambridge, MA, US"],"affiliations":[{"raw_affiliation_string":"Harvard University, Cambridge, MA, US","institution_ids":["https://openalex.org/I2801851002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002693","display_name":"Joyce Y. Wu","orcid":"https://orcid.org/0000-0003-3502-788X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joyce Y. Wu","raw_affiliation_strings":["University of California Los Angeles, Los Angeles, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Los Angeles, Los Angeles, CA, US","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048284993","display_name":"Beth A. Lopour","orcid":"https://orcid.org/0000-0003-4233-4802"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Beth A. Lopour","raw_affiliation_strings":["University of California Irvine, Irvine, CA, US"],"affiliations":[{"raw_affiliation_string":"University of California Irvine, Irvine, CA, US","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5061839474"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.6172,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.66783928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2018","issue":null,"first_page":"3116","last_page":"3119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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":0.9995999932289124,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9993000030517578,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular 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":0.7867839336395264},{"id":"https://openalex.org/keywords/scalp","display_name":"Scalp","score":0.7320466637611389},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.6432010531425476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6260824203491211},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5934958457946777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.569825291633606},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5092798471450806},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40303143858909607},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.28575003147125244},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11899271607398987},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08623427152633667}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7867839336395264},{"id":"https://openalex.org/C2778515351","wikidata":"https://www.wikidata.org/wiki/Q9622","display_name":"Scalp","level":2,"score":0.7320466637611389},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.6432010531425476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6260824203491211},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5934958457946777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569825291633606},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5092798471450806},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40303143858909607},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.28575003147125244},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11899271607398987},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08623427152633667},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"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":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","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":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":null,"qualifier_name":null,"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":"D012535","descriptor_name":"Scalp","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012535","descriptor_name":"Scalp","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012535","descriptor_name":"Scalp","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8513033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30441054","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441054","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":[{"id":"https://openalex.org/F4320306781","display_name":"Tuberous Sclerosis Alliance","ror":"https://ror.org/02gegq725"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337359","display_name":"National Institute of Neurological Disorders and Stroke","ror":"https://ror.org/01s5ya894"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W634542829","https://openalex.org/W1010830754","https://openalex.org/W1752287441","https://openalex.org/W1967740189","https://openalex.org/W1969910135","https://openalex.org/W1979733377","https://openalex.org/W2002538792","https://openalex.org/W2027023237","https://openalex.org/W2055726526","https://openalex.org/W2075921608","https://openalex.org/W2116892960","https://openalex.org/W2279184716","https://openalex.org/W2563926546","https://openalex.org/W2566590043","https://openalex.org/W2724580542","https://openalex.org/W2736940147"],"related_works":["https://openalex.org/W2126108552","https://openalex.org/W2008167394","https://openalex.org/W36837324","https://openalex.org/W1999441667","https://openalex.org/W2588429911","https://openalex.org/W2133173997","https://openalex.org/W52840052","https://openalex.org/W2093730284","https://openalex.org/W2071974719","https://openalex.org/W2220787936"],"abstract_inverted_index":{"High":[0],"frequency":[1],"oscillations":[2],"(HFOs)":[3],">":[4],"80":[5],"Hz":[6],"are":[7],"a":[8,34,39,113,142,160],"promising":[9],"biomarker":[10],"of":[11,29,64,115,137,149,167],"epileptic":[12,168],"tissue.":[13],"Recent":[14],"evidence":[15],"has":[16],"shown":[17],"that":[18],"spontaneous":[19],"HFOs":[20,110],"can":[21],"be":[22,92,159],"recorded":[23],"from":[24],"the":[25,79,84,121,138,146,163],"scalp,":[26],"but":[27],"detection":[28,151],"these":[30],"electrographic":[31],"events":[32,81],"remains":[33],"challenge.":[35],"Here,":[36],"we":[37],"modified":[38],"simple":[40],"automatic":[41,150],"detector,":[42,85],"used":[43],"originally":[44],"for":[45,106,129,162],"intracranial":[46],"EEG":[47,62],"(iEEG)":[48],"recordings,":[49],"to":[50,91],"detect":[51],"ripples":[52,55,93,130],"and":[53,67,71,87,94,120,126,131,155,165],"fast":[54,95,132],"in":[56,117],"scalp":[57,61],"EEG.":[58],"We":[59],"analyzed":[60],"recordings":[63],"seven":[65],"subjects":[66],"validated":[68],"our":[69],"detector":[70],"artifact":[72],"rejection":[73],"algorithm":[74,104],"via":[75],"visual":[76,100],"review.":[77],"Of":[78],"candidate":[80],"marked":[82],"by":[83,98],"40%":[86],"60%":[88],"were":[89],"confirmed":[90],"ripples,":[96,133],"respectively,":[97],"human":[99],"review,":[101],"making":[102],"this":[103],"suitable":[105],"supervised":[107],"detection.":[108],"Detected":[109],"occurred":[111],"at":[112],"rate":[114],"<1/min":[116],"most":[118],"channels,":[119],"average":[122],"duration":[123],"was":[124],"47":[125],"24":[127],"ms":[128],"respectively.":[134],"The":[135],"simplicity":[136],"algorithm,":[139],"with":[140],"only":[141],"single":[143],"parameter,":[144],"enables":[145],"consistent":[147],"application":[148],"across":[152],"recording":[153],"modalities,":[154],"it":[156],"could":[157],"therefore":[158],"tool":[161],"assessment":[164],"localization":[166],"activity.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
