{"id":"https://openalex.org/W4416177898","doi":"https://doi.org/10.1109/tbme.2025.3563789","title":"Compression-Enabled Joint Entropy Estimation for Seizure Detection on Human Intracortical Electroencephalography","display_name":"Compression-Enabled Joint Entropy Estimation for Seizure Detection on Human Intracortical Electroencephalography","publication_year":2025,"publication_date":"2025-11-13","ids":{"openalex":"https://openalex.org/W4416177898","doi":"https://doi.org/10.1109/tbme.2025.3563789","pmid":"https://pubmed.ncbi.nlm.nih.gov/41231686"},"language":"en","primary_location":{"id":"doi:10.1109/tbme.2025.3563789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3563789","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","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/A5093428991","display_name":"Lisa Yamada","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145583","display_name":"Bioengineering Center","ror":"https://ror.org/04f0ydx59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145583"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["RU","US"],"is_corresponding":true,"raw_author_name":"Lisa Yamada","raw_affiliation_strings":["Bioengineering, Electrical Engineering, and Neurosurgery, Stanford University, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering, Electrical Engineering, and Neurosurgery, Stanford University, USA","institution_ids":["https://openalex.org/I4210145583","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030459567","display_name":"Tomiko Oskotsky","orcid":"https://orcid.org/0000-0001-7393-5120"},"institutions":[{"id":"https://openalex.org/I4210145583","display_name":"Bioengineering Center","ror":"https://ror.org/04f0ydx59","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210145583"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["RU","US"],"is_corresponding":false,"raw_author_name":"Tomiko Oskotsky","raw_affiliation_strings":["Bioengineering and Neurosurgery, Stanford University, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering and Neurosurgery, Stanford University, USA","institution_ids":["https://openalex.org/I4210145583","https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032896765","display_name":"Paul Nuyujukian","orcid":"https://orcid.org/0000-0001-7778-5473"},"institutions":[{"id":"https://openalex.org/I186667990","display_name":"Neurosciences Institute","ror":"https://ror.org/0460vf117","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I186667990"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Nuyujukian","raw_affiliation_strings":["Bioengineering, Neurosurgery, Electrical Engineering, Wu Tsai Neurosciences Institute, and Stanford Bio-X, Stanford University, Stanford, CA, USA"],"affiliations":[{"raw_affiliation_string":"Bioengineering, Neurosurgery, Electrical Engineering, Wu Tsai Neurosciences Institute, and Stanford Bio-X, Stanford University, Stanford, CA, USA","institution_ids":["https://openalex.org/I186667990"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093428991"],"corresponding_institution_ids":["https://openalex.org/I4210145583","https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":2.738,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.91652777,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":"12","first_page":"3440","last_page":"3452"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.7135999798774719,"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":0.7135999798774719,"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":0.0608999989926815,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.032099999487400055,"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":0.5827000141143799},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.582099974155426},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5777999758720398},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5501999855041504},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5386000275611877},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5012999773025513},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.48649999499320984}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6396999955177307},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5827000141143799},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.582099974155426},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5777999758720398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571399986743927},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5501999855041504},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5386000275611877},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5012999773025513},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.48649999499320984},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.4178999960422516},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41499999165534973},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.36489999294281006},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.34150001406669617},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.3312999904155731},{"id":"https://openalex.org/C137270730","wikidata":"https://www.wikidata.org/wiki/Q120811","display_name":"Detection theory","level":3,"score":0.3174000084400177},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.3156000077724457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2962000072002411},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2867000102996826},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.2849000096321106}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","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},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000503","qualifier_name":"physiopathology","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},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019277","descriptor_name":"Entropy","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D044962","descriptor_name":"Data Compression","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tbme.2025.3563789","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbme.2025.3563789","pdf_url":null,"source":{"id":"https://openalex.org/S5240358","display_name":"IEEE Transactions on Biomedical Engineering","issn_l":"0018-9294","issn":["0018-9294","1558-2531"],"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 Transactions on Biomedical Engineering","raw_type":"journal-article"},{"id":"pmid:41231686","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41231686","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 transactions on bio-medical engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2767840788","display_name":null,"funder_award_id":"U19NS118284","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3978514721","display_name":null,"funder_award_id":"IIP9-104","funder_id":"https://openalex.org/F4320333063","funder_display_name":"Stanford Bio-X"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320333063","display_name":"Stanford Bio-X","ror":"https://ror.org/00f54p054"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W610017488","https://openalex.org/W1483212964","https://openalex.org/W1488890883","https://openalex.org/W1971790785","https://openalex.org/W1988002401","https://openalex.org/W1995875735","https://openalex.org/W1999377347","https://openalex.org/W2003411213","https://openalex.org/W2012383929","https://openalex.org/W2013038615","https://openalex.org/W2024171325","https://openalex.org/W2027409759","https://openalex.org/W2027853280","https://openalex.org/W2029716886","https://openalex.org/W2035987281","https://openalex.org/W2040990639","https://openalex.org/W2047062262","https://openalex.org/W2057188368","https://openalex.org/W2058742375","https://openalex.org/W2062593995","https://openalex.org/W2069499439","https://openalex.org/W2069671647","https://openalex.org/W2074025126","https://openalex.org/W2078308830","https://openalex.org/W2079164751","https://openalex.org/W2082261920","https://openalex.org/W2085743383","https://openalex.org/W2092634008","https://openalex.org/W2102244548","https://openalex.org/W2113957296","https://openalex.org/W2114771311","https://openalex.org/W2119234283","https://openalex.org/W2121394390","https://openalex.org/W2126081839","https://openalex.org/W2135823728","https://openalex.org/W2138160374","https://openalex.org/W2169831262","https://openalex.org/W2466222258","https://openalex.org/W2750384459","https://openalex.org/W2755436114","https://openalex.org/W2786350426","https://openalex.org/W2792304146","https://openalex.org/W2800788706","https://openalex.org/W2888549995","https://openalex.org/W2901163737","https://openalex.org/W2903942159","https://openalex.org/W2911640637","https://openalex.org/W2923596073","https://openalex.org/W2971893337","https://openalex.org/W2980254909","https://openalex.org/W2996309850","https://openalex.org/W3007566027","https://openalex.org/W3041666681","https://openalex.org/W3042619474","https://openalex.org/W3049099286","https://openalex.org/W3193414255","https://openalex.org/W3196012986","https://openalex.org/W4205767588","https://openalex.org/W4206574110","https://openalex.org/W4210559074","https://openalex.org/W4210736171","https://openalex.org/W4213011206","https://openalex.org/W4220823439","https://openalex.org/W4223440110","https://openalex.org/W4224259280","https://openalex.org/W4226402415","https://openalex.org/W4309744094","https://openalex.org/W4316660997","https://openalex.org/W4319656437","https://openalex.org/W4324069993","https://openalex.org/W4382196087","https://openalex.org/W4388559119","https://openalex.org/W4391035240","https://openalex.org/W4392917529","https://openalex.org/W4399362867","https://openalex.org/W4399619876","https://openalex.org/W4403081254"],"related_works":[],"abstract_inverted_index":{"We":[0],"believe":[1],"this":[2],"clinical":[3,42],"study":[4],"analyzed":[5],"the":[6,31,61],"largest":[7],"volume":[8],"of":[9,26,34,66,79],"continuous,":[10],"multi-day":[11],"intracortical":[12],"neuroelectrophysiology":[13],"for":[14],"quantitative":[15],"methods-with":[16],"2,900+":[17],"recording":[18],"hours":[19],"(420,000+":[20],"electrode-hours,":[21],"amounting":[22],"to":[23,60,76],"30+":[24],"TB":[25],"data).":[27],"It":[28],"is":[29],"also":[30],"first":[32],"demonstration":[33],"compression-based":[35],"multidimensional":[36],"estimation":[37],"in":[38],"a":[39,57],"biological":[40],"or":[41,52],"application.":[43],"By":[44],"computing":[45],"an":[46],"ensemble":[47],"effect":[48],"without":[49],"linear":[50],"assumptions":[51],"parametric":[53],"modeling,":[54],"ICR":[55],"offers":[56],"model-free":[58],"solution":[59],"classically":[62],"combinatorially":[63],"intractable":[64],"problem":[65],"high-dimensional":[67],"joint":[68],"entropy;":[69],"its":[70],"application":[71],"likely":[72],"extends":[73],"beyond":[74],"epilepsy":[75],"other":[77],"domains":[78],"biomedical":[80],"signal":[81],"processing.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-11-13T00:00:00"}
