{"id":"https://openalex.org/W7126053937","doi":"https://doi.org/10.1109/bibm66473.2025.11356584","title":"Functional Connectivity of Brain Wave During Sleep Onset Differentiates Autism Spectrum Disorder","display_name":"Functional Connectivity of Brain Wave During Sleep Onset Differentiates Autism Spectrum Disorder","publication_year":2025,"publication_date":"2025-12-15","ids":{"openalex":"https://openalex.org/W7126053937","doi":"https://doi.org/10.1109/bibm66473.2025.11356584"},"language":null,"primary_location":{"id":"doi:10.1109/bibm66473.2025.11356584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5101432451","display_name":"Bryan Wang","orcid":"https://orcid.org/0000-0001-9016-038X"},"institutions":[{"id":"https://openalex.org/I6902469","display_name":"Brandeis University","ror":"https://ror.org/05abbep66","country_code":"US","type":"education","lineage":["https://openalex.org/I6902469"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bryan K. Wang","raw_affiliation_strings":["Brandeis University"],"affiliations":[{"raw_affiliation_string":"Brandeis University","institution_ids":["https://openalex.org/I6902469"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124150093","display_name":"Haoqi Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I2799899409","display_name":"Hadassah Medical Center","ror":"https://ror.org/01cqmqj90","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799899409"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Haoqi Sun","raw_affiliation_strings":["Beth Israel Deaconess Medical Center"],"affiliations":[{"raw_affiliation_string":"Beth Israel Deaconess Medical Center","institution_ids":["https://openalex.org/I2799899409"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044853564","display_name":"Mikhail Y. Shalaginov","orcid":"https://orcid.org/0000-0002-1251-7766"},"institutions":[{"id":"https://openalex.org/I2800797889","display_name":"Northridge Hospital Medical Center","ror":"https://ror.org/0082w0p19","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800797889","https://openalex.org/I2802827176"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mikhail Shalaginov","raw_affiliation_strings":["InnoBridge Institute"],"affiliations":[{"raw_affiliation_string":"InnoBridge Institute","institution_ids":["https://openalex.org/I2800797889"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124214301","display_name":"Helen Tingying Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I2800797889","display_name":"Northridge Hospital Medical Center","ror":"https://ror.org/0082w0p19","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800797889","https://openalex.org/I2802827176"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Helen Tingying Zeng","raw_affiliation_strings":["InnoBridge Institute"],"affiliations":[{"raw_affiliation_string":"InnoBridge Institute","institution_ids":["https://openalex.org/I2800797889"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101432451"],"corresponding_institution_ids":["https://openalex.org/I6902469"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74147335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7819","last_page":"7821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.32829999923706055,"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/T10985","display_name":"Sleep and Wakefulness Research","score":0.32829999923706055,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.1882999986410141,"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/T10316","display_name":"Sleep and related disorders","score":0.1720000058412552,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7032999992370605},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6516000032424927},{"id":"https://openalex.org/keywords/neurophysiology","display_name":"Neurophysiology","score":0.6305000185966492},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.5497999787330627},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.536899983882904},{"id":"https://openalex.org/keywords/sleep-stages","display_name":"Sleep Stages","score":0.4562000036239624},{"id":"https://openalex.org/keywords/dynamic-functional-connectivity","display_name":"Dynamic functional connectivity","score":0.428600013256073},{"id":"https://openalex.org/keywords/slow-wave-sleep","display_name":"Slow-wave sleep","score":0.4059000015258789},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.40149998664855957}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7032999992370605},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6516000032424927},{"id":"https://openalex.org/C152478114","wikidata":"https://www.wikidata.org/wiki/Q660910","display_name":"Neurophysiology","level":2,"score":0.6305000185966492},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.6021000146865845},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.5497999787330627},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.536899983882904},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.48500001430511475},{"id":"https://openalex.org/C2910364982","wikidata":"https://www.wikidata.org/wiki/Q35831","display_name":"Sleep Stages","level":4,"score":0.4562000036239624},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4433000087738037},{"id":"https://openalex.org/C2781312939","wikidata":"https://www.wikidata.org/wiki/Q17088721","display_name":"Dynamic functional connectivity","level":3,"score":0.428600013256073},{"id":"https://openalex.org/C110539466","wikidata":"https://www.wikidata.org/wiki/Q3964845","display_name":"Slow-wave sleep","level":3,"score":0.4059000015258789},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.40149998664855957},{"id":"https://openalex.org/C2778681526","wikidata":"https://www.wikidata.org/wiki/Q420647","display_name":"Electrooculography","level":3,"score":0.3716999888420105},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.3562000095844269},{"id":"https://openalex.org/C63759246","wikidata":"https://www.wikidata.org/wiki/Q7539762","display_name":"Sleep onset","level":3,"score":0.35359999537467957},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3228999972343445},{"id":"https://openalex.org/C207743973","wikidata":"https://www.wikidata.org/wiki/Q2623205","display_name":"Delta wave","level":4,"score":0.32170000672340393},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.31450000405311584},{"id":"https://openalex.org/C2778205975","wikidata":"https://www.wikidata.org/wiki/Q1754874","display_name":"Polysomnography","level":3,"score":0.30889999866485596},{"id":"https://openalex.org/C120843803","wikidata":"https://www.wikidata.org/wiki/Q4955807","display_name":"Brain activity and meditation","level":3,"score":0.305400013923645},{"id":"https://openalex.org/C2779320081","wikidata":"https://www.wikidata.org/wiki/Q246710","display_name":"Wakefulness","level":3,"score":0.28690001368522644},{"id":"https://openalex.org/C2781181686","wikidata":"https://www.wikidata.org/wiki/Q4226068","display_name":"Coherence (philosophical gambling strategy)","level":2,"score":0.28690001368522644},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.28220000863075256},{"id":"https://openalex.org/C2780317758","wikidata":"https://www.wikidata.org/wiki/Q3339235","display_name":"Neurological disorder","level":3,"score":0.27799999713897705},{"id":"https://openalex.org/C20566671","wikidata":"https://www.wikidata.org/wiki/Q1752878","display_name":"Non-rapid eye movement sleep","level":3,"score":0.27140000462532043},{"id":"https://openalex.org/C1513209611","wikidata":"https://www.wikidata.org/wiki/Q177190","display_name":"Sleep disorder","level":3,"score":0.2581000030040741},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.25130000710487366},{"id":"https://openalex.org/C129692064","wikidata":"https://www.wikidata.org/wiki/Q1771886","display_name":"Clinical neurophysiology","level":3,"score":0.25049999356269836},{"id":"https://openalex.org/C2779213384","wikidata":"https://www.wikidata.org/wiki/Q211402","display_name":"Rapid eye movement sleep","level":3,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm66473.2025.11356584","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm66473.2025.11356584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2024446380","https://openalex.org/W2077491345","https://openalex.org/W2886989735","https://openalex.org/W2995052376","https://openalex.org/W4321503287","https://openalex.org/W4360600275","https://openalex.org/W4386208619"],"related_works":[],"abstract_inverted_index":{"The":[0],"electroencephalograph":[1],"(EEG)":[2],"during":[3,36],"sleep":[4,37,83,113,163],"carries":[5],"important":[6],"information":[7],"about":[8],"brain":[9],"health,":[10],"which":[11],"may":[12,165],"be":[13],"altered":[14],"in":[15],"children":[16],"with":[17,25,120],"autism":[18],"spectrum":[19],"disorder":[20],"(ASD)":[21],"compared":[22,100],"to":[23,90],"those":[24],"typical":[26],"development":[27],"(TD).":[28],"However,":[29],"it":[30],"remains":[31],"unclear":[32],"at":[33],"what":[34],"point":[35],"these":[38,97],"differences":[39],"are":[40],"most":[41],"pronounced.":[42],"Using":[43],"EEG":[44,67],"data":[45],"collected":[46],"from":[47],"62":[48],"participants":[49],"(31":[50],"ASD,":[51],"31":[52],"TD),":[53],"functional":[54,158],"connectivity-measured":[55],"by":[56],"imaginary":[57],"coherence":[58],"(ImCoh)-was":[59],"computed":[60],"between":[61],"all":[62],"unique":[63],"pairs":[64],"of":[65,123,129,171],"25":[66],"channels":[68],"across":[69],"six":[70],"frequency":[71],"bands.":[72],"ImCoh":[73],"values":[74],"were":[75],"averaged":[76],"within":[77,108],"five-minute":[78,110],"windows":[79],"before":[80],"and":[81,104,126,148],"after":[82],"onset.":[84],"Logistic":[85],"regression":[86],"was":[87,139,144,150],"then":[88],"applied":[89],"classify":[91],"ASD":[92],"versus":[93],"TD":[94],"status":[95],"using":[96],"features.":[98],"We":[99],"five":[101],"time":[102],"periods":[103],"found":[105],"that":[106,157],"connectivity":[107,159],"the":[109,116,136],"window":[111],"following":[112,162],"onset":[114,164],"achieved":[115],"highest":[117],"classification":[118],"performance,":[119],"an":[121,127],"AUROC":[122],"0.73":[124],"[0.59-0.84]":[125],"AUPRC":[128],"0.77":[130],"[0.64-0.89].":[131],"At":[132],"Youden's":[133],"optimal":[134],"threshold,":[135],"F1":[137],"score":[138],"<tex":[140,145,151],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[141,146,152],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$0.72[0.58-0.84]$</tex>,":[142],"sensitivity":[143],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$0.63[0.45-0.79]$</tex>,":[147],"specificity":[149],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$0.80[0.65-0.94]$</tex>.":[153],"These":[154],"findings":[155],"suggest":[156],"dynamics":[160],"immediately":[161],"more":[166],"effectively":[167],"capture":[168],"neurophysiological":[169],"signatures":[170],"ASD.":[172]},"counts_by_year":[],"updated_date":"2026-02-01T03:34:12.195049","created_date":"2026-01-30T00:00:00"}
