{"id":"https://openalex.org/W4410080560","doi":"https://doi.org/10.1016/j.bspc.2025.107948","title":"Reducing interdataset covariate shift in sleep EEG of traumatic brain injured humans and mice using Transfer Euclidean Alignment","display_name":"Reducing interdataset covariate shift in sleep EEG of traumatic brain injured humans and mice using Transfer Euclidean Alignment","publication_year":2025,"publication_date":"2025-04-29","ids":{"openalex":"https://openalex.org/W4410080560","doi":"https://doi.org/10.1016/j.bspc.2025.107948"},"language":"en","primary_location":{"id":"doi:10.1016/j.bspc.2025.107948","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.107948","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.bspc.2025.107948","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015811176","display_name":"Manoj Vishwanath","orcid":"https://orcid.org/0000-0003-4323-0255"},"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":"Manoj Vishwanath","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032971043","display_name":"Steven Cao","orcid":null},"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":"Steven Cao","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007817952","display_name":"Nikil Dutt","orcid":"https://orcid.org/0000-0002-3060-8119"},"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":"Nikil Dutt","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042140592","display_name":"Amir M. Rahmani","orcid":"https://orcid.org/0000-0003-0725-1155"},"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":"Amir M. Rahmani","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079570815","display_name":"Miranda M. Lim","orcid":"https://orcid.org/0000-0003-3876-3196"},"institutions":[{"id":"https://openalex.org/I165690674","display_name":"Oregon Health & Science University","ror":"https://ror.org/009avj582","country_code":"US","type":"education","lineage":["https://openalex.org/I165690674"]},{"id":"https://openalex.org/I4210144745","display_name":"VA Portland Health Care System","ror":"https://ror.org/054484h93","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1322918889","https://openalex.org/I2799886695","https://openalex.org/I4210144745"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miranda M. Lim","raw_affiliation_strings":["Oregon Health & Science University, Portland, OR, USA","VA Portland Health Care System, Portland, OR, USA"],"affiliations":[{"raw_affiliation_string":"Oregon Health & Science University, Portland, OR, USA","institution_ids":["https://openalex.org/I165690674"]},{"raw_affiliation_string":"VA Portland Health Care System, Portland, OR, USA","institution_ids":["https://openalex.org/I4210144745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038366927","display_name":"Hung Cao","orcid":"https://orcid.org/0000-0003-4197-7208"},"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":"Hung Cao","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine, CA, USA","Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015811176"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":{"value":2420,"currency":"USD","value_usd":2420},"apc_paid":{"value":2420,"currency":"USD","value_usd":2420},"fwci":1.4838,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81032133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"108","issue":null,"first_page":"107948","last_page":"107948"},"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.9520999789237976,"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/covariate","display_name":"Covariate","score":0.743105411529541},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7002440094947815},{"id":"https://openalex.org/keywords/traumatic-brain-injury","display_name":"Traumatic brain injury","score":0.5757697224617004},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.5620697140693665},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4902389645576477},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4793620705604553},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.4226281940937042},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.34873849153518677},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33373409509658813},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3309991657733917},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32894718647003174},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.28933149576187134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2007802128791809},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.09213018417358398}],"concepts":[{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.743105411529541},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7002440094947815},{"id":"https://openalex.org/C2781017439","wikidata":"https://www.wikidata.org/wiki/Q1995526","display_name":"Traumatic brain injury","level":2,"score":0.5757697224617004},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.5620697140693665},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4902389645576477},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4793620705604553},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.4226281940937042},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.34873849153518677},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33373409509658813},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3309991657733917},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32894718647003174},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.28933149576187134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2007802128791809},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.09213018417358398},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.bspc.2025.107948","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.107948","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.bspc.2025.107948","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.bspc.2025.107948","pdf_url":null,"source":{"id":"https://openalex.org/S8427965","display_name":"Biomedical Signal Processing and Control","issn_l":"1746-8094","issn":["1746-8094","1746-8108"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Biomedical Signal Processing and Control","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1865212448","https://openalex.org/W1970804684","https://openalex.org/W1972145246","https://openalex.org/W1973560224","https://openalex.org/W2017337590","https://openalex.org/W2021102124","https://openalex.org/W2023869733","https://openalex.org/W2025671393","https://openalex.org/W2038038226","https://openalex.org/W2132029553","https://openalex.org/W2134050473","https://openalex.org/W2135623011","https://openalex.org/W2152708103","https://openalex.org/W2163605009","https://openalex.org/W2169918686","https://openalex.org/W2184148260","https://openalex.org/W2473480129","https://openalex.org/W2478884216","https://openalex.org/W2559463885","https://openalex.org/W2596622414","https://openalex.org/W2773394150","https://openalex.org/W2789758093","https://openalex.org/W2794193469","https://openalex.org/W2797425608","https://openalex.org/W2799657112","https://openalex.org/W2810371401","https://openalex.org/W2920993113","https://openalex.org/W2939877474","https://openalex.org/W2955944244","https://openalex.org/W2963129697","https://openalex.org/W2963275094","https://openalex.org/W2963727766","https://openalex.org/W2970654760","https://openalex.org/W2995096934","https://openalex.org/W3000302224","https://openalex.org/W3012375271","https://openalex.org/W3012999699","https://openalex.org/W3017642177","https://openalex.org/W3090425814","https://openalex.org/W3102455230","https://openalex.org/W3108203525","https://openalex.org/W3135939397","https://openalex.org/W3151653430","https://openalex.org/W3154915427","https://openalex.org/W3157268454","https://openalex.org/W3162735870","https://openalex.org/W3191026187","https://openalex.org/W4225716642","https://openalex.org/W4233278670","https://openalex.org/W4295813582","https://openalex.org/W4324142429","https://openalex.org/W4362664071","https://openalex.org/W4385496846","https://openalex.org/W4390452029","https://openalex.org/W4400434179","https://openalex.org/W6647967273","https://openalex.org/W6684191040","https://openalex.org/W6684602327","https://openalex.org/W6685415078","https://openalex.org/W6705327646","https://openalex.org/W6734701178","https://openalex.org/W6748328607","https://openalex.org/W6755970841","https://openalex.org/W6783011442","https://openalex.org/W6805145361","https://openalex.org/W6843081914"],"related_works":["https://openalex.org/W2985746494","https://openalex.org/W4206042385","https://openalex.org/W2511384863","https://openalex.org/W2096089271","https://openalex.org/W2923628599","https://openalex.org/W2014100433","https://openalex.org/W2051519658","https://openalex.org/W2994787386","https://openalex.org/W2002304499","https://openalex.org/W4388444561"],"abstract_inverted_index":{"While":[0],"the":[1,59,78,98,101,115,128,144,161,165,170,178,183,186,211,217],"analysis":[2],"of":[3,64,100,103,117,148,164,167,172,185,198,213,219],"sleep":[4],"electroencephalography":[5],"(EEG)":[6],"offers":[7],"distinct":[8],"advantages":[9],"over":[10],"other":[11],"methods":[12],"in":[13,24,107,169,215],"clinical":[14],"applications,":[15],"high":[16],"variability":[17],"across":[18,121],"subjects":[19],"poses":[20],"a":[21,44,55,90,174],"significant":[22],"challenge":[23],"deploying":[25],"machine":[26],"learning":[27,92,110],"(ML)":[28],"models":[29,38,124,223],"for":[30,143,200,205],"real-world":[31],"classification":[32,146],"tasks.":[33],"In":[34,81],"such":[35],"instances,":[36],"ML":[37,123,220],"that":[39],"exhibit":[40],"exceptional":[41],"performance":[42,184,218],"on":[43,135,225],"dataset":[45,57],"may":[46],"not":[47],"necessarily":[48],"demonstrate":[49],"similar":[50],"proficiency":[51],"when":[52],"applied":[53],"to":[54,75,96,181],"different":[56,136],"performing":[58],"same":[60],"task.":[61],"The":[62],"scarcity":[63],"high-quality":[65],"biomedical":[66,105],"data":[67,106,180],"further":[68],"exacerbates":[69],"this":[70,82,118],"challenge,":[71],"making":[72],"it":[73],"difficult":[74],"comprehensively":[76],"evaluate":[77],"model\u2019s":[79],"generalizability.":[80],"paper,":[83],"we":[84],"introduce":[85],"Transfer":[86],"Euclidean":[87],"Alignment":[88],"\u2014":[89],"transfer":[91],"(TL)":[93],"technique":[94,120],"designed":[95],"tackle":[97],"problem":[99],"dearth":[102],"human":[104,139,188],"training":[108],"deep":[109],"(DL)":[111],"models.":[112],"We":[113],"test":[114],"robustness":[116],"TL":[119,168,214],"various":[122],"as":[125,127,177],"well":[126],"EEGNet-based":[129],"DL":[130,222],"model,":[131],"by":[132],"evaluating":[133],"them":[134],"datasets,":[137,207],"including":[138],"and":[140,203,221],"mouse":[141,175],"data,":[142],"binary":[145],"task":[147],"detecting":[149],"individuals":[150],"with":[151,194],"versus":[152],"without":[153],"traumatic":[154],"brain":[155],"injury":[156],"(TBI).":[157],"This":[158],"work":[159],"represents":[160],"first":[162],"demonstration":[163],"use":[166],"context":[171],"utilizing":[173],"model":[176],"source":[179],"improve":[182],"target":[187],"dataset.":[189],"By":[190],"demonstrating":[191],"notable":[192],"improvements":[193],"an":[195],"average":[196],"increase":[197],"14.42%":[199],"intraspecies":[201],"datasets":[202],"5.46%":[204],"interspecies":[206],"our":[208],"findings":[209],"underscore":[210],"importance":[212],"boosting":[216],"trained":[224],"diverse":[226],"datasets.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-19T04:01:09.351973","created_date":"2025-10-10T00:00:00"}