{"id":"https://openalex.org/W4404564748","doi":"https://doi.org/10.1109/uemcon62879.2024.10754700","title":"Enhancing Early Diagnosis of Autism With Machine Learning Algorithms Using Postural Control Features","display_name":"Enhancing Early Diagnosis of Autism With Machine Learning Algorithms Using Postural Control Features","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4404564748","doi":"https://doi.org/10.1109/uemcon62879.2024.10754700"},"language":"en","primary_location":{"id":"doi:10.1109/uemcon62879.2024.10754700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon62879.2024.10754700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 15th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","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/A5114728596","display_name":"Maya Nachega","orcid":null},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Maya Nachega","raw_affiliation_strings":["Vanderbilt University,Dept. of Biomedical Engineering,Nashville,USA"],"affiliations":[{"raw_affiliation_string":"Vanderbilt University,Dept. of Biomedical Engineering,Nashville,USA","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Sugru A. Yahaya","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sugru A. Yahaya","raw_affiliation_strings":["Purdue University,Weldon School of Biomedical Engineering,West Lafayette,USA"],"affiliations":[{"raw_affiliation_string":"Purdue University,Weldon School of Biomedical Engineering,West Lafayette,USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080735742","display_name":"I G Wallace","orcid":null},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ila Wallace","raw_affiliation_strings":["Texas State University,Dept. of Computer Science,San Marcos,USA"],"affiliations":[{"raw_affiliation_string":"Texas State University,Dept. of Computer Science,San Marcos,USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418120","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0001-8904-8796"},"institutions":[{"id":"https://openalex.org/I112197944","display_name":"San Antonio College","ror":"https://ror.org/01hdk3d05","country_code":"US","type":"education","lineage":["https://openalex.org/I112197944","https://openalex.org/I4210160641"]},{"id":"https://openalex.org/I1335518801","display_name":"Texas A&M University \u2013 San Antonio","ror":"https://ror.org/0084njv03","country_code":"US","type":"education","lineage":["https://openalex.org/I1335518801"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":["Texas A&M University-San Antonio,College of Graduate Studies,San Antonio,USA"],"affiliations":[{"raw_affiliation_string":"Texas A&M University-San Antonio,College of Graduate Studies,San Antonio,USA","institution_ids":["https://openalex.org/I1335518801","https://openalex.org/I112197944"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071972698","display_name":"Damian Valles","orcid":"https://orcid.org/0000-0002-5684-9498"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Damian Valles","raw_affiliation_strings":["Texas State University,Ingram School of Engineering,San Marcos,USA"],"affiliations":[{"raw_affiliation_string":"Texas State University,Ingram School of Engineering,San Marcos,USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067188675","display_name":"Rachel M. Koldenhoven","orcid":"https://orcid.org/0000-0002-2569-9052"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rachel M. Koldenhoven","raw_affiliation_strings":["Texas State University,Dept. of Health & Human Performance,San Marcos,USA"],"affiliations":[{"raw_affiliation_string":"Texas State University,Dept. of Health & Human Performance,San Marcos,USA","institution_ids":["https://openalex.org/I13511017"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002656779","display_name":"Y. Li","orcid":"https://orcid.org/0000-0002-3492-5939"},"institutions":[{"id":"https://openalex.org/I13511017","display_name":"Texas State University","ror":"https://ror.org/05h9q1g27","country_code":"US","type":"education","lineage":["https://openalex.org/I13511017"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yumen Li","raw_affiliation_strings":["Texas State University,Dept. of Health & Human Performance,San Marcos,USA"],"affiliations":[{"raw_affiliation_string":"Texas State University,Dept. of Health & Human Performance,San Marcos,USA","institution_ids":["https://openalex.org/I13511017"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5114728596"],"corresponding_institution_ids":["https://openalex.org/I200719446"],"apc_list":null,"apc_paid":null,"fwci":0.3283,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60693162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"593","last_page":"598"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.8729000091552734,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.8729000091552734,"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/autism","display_name":"Autism","score":0.7422436475753784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6420027613639832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4707651138305664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4706152081489563},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4519280791282654},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3865870535373688},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23901423811912537},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.10190793871879578}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.7422436475753784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6420027613639832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4707651138305664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4706152081489563},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4519280791282654},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3865870535373688},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23901423811912537},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.10190793871879578}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/uemcon62879.2024.10754700","is_oa":false,"landing_page_url":"https://doi.org/10.1109/uemcon62879.2024.10754700","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 15th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder":[2],"(ASD)":[3],"is":[4,12],"a":[5,46,83,234],"common":[6],"neurodevelopmental":[7],"disorder":[8],"whose":[9],"biological":[10],"cause":[11],"still":[13],"not":[14],"well":[15,21],"understood.":[16],"Due":[17],"to":[18,38,44,150,155,264,268],"this,":[19],"as":[20,22,158],"the":[23,28,67,201,205,212,217,231,251,270],"gradual":[24],"onset":[25],"patterns":[26],"of":[27,35,71,181,193,233],"disorder\u2019s":[29],"symptoms,":[30],"early":[31,48,239],"identification":[32],"and":[33,60,90,99,112,137,184,197,282,291],"diagnosis":[34],"ASD":[36,52,160,240],"proves":[37],"be":[39,248,262],"challenging.":[40],"This":[41],"study":[42],"aimed":[43],"provide":[45],"potential":[47],"diagnostic":[49],"tool":[50],"for":[51,75,104,118,209,238],"by":[53,200],"training":[54],"machine":[55,152,171,221,235],"learning":[56,153,172,222,236],"classifiers":[57],"with":[58,178],"linear":[59],"nonlinear":[61],"postural":[62],"control":[63],"data":[64,74,109,146,213,246,259,267,295],"features.":[65],"For":[66],"research":[68,273],"methodology,":[69],"center":[70],"pressure":[72],"(COP)":[73],"38":[76,252],"children":[77],"ages":[78],"5-16":[79],"was":[80,96,110,198,216,224],"collected":[81,249],"using":[82],"force":[84],"plate":[85],"during":[86],"both":[87],"eyes":[88,91],"opened":[89],"closed":[92],"conditions.":[93],"Each":[94],"trial":[95],"20":[97],"seconds,":[98],"three":[100],"trials":[101],"were":[102,116,148],"completed":[103],"each":[105,119],"condition.":[106],"The":[107,186],"raw":[108],"preprocessed,":[111],"six":[113],"COP":[114,130],"variables":[115],"calculated":[117],"trial:":[120],"anteroposterior":[121],"(AP)":[122],"displacement,":[123,126],"mediolateral":[124],"(ML)":[125],"elliptical":[127],"sway":[128],"area,":[129],"travel":[131],"distance,":[132],"AP":[133,225],"multiscale":[134,140,287],"entropy":[135,141,288],"complexity,":[136],"finally,":[138],"ML":[139],"complexity.":[142,226],"After":[143],"preprocessing,":[144],"these":[145],"features":[147,296],"trained":[149],"seven":[151,170],"models":[154,173],"classify":[156,176],"participants":[157,177,253],"having":[159],"or":[161,258],"typical":[162],"development":[163],"(TD).":[164],"Our":[165],"experiment":[166],"showed":[167],"that":[168,203,215],"all":[169],"could":[174],"appropriately":[175],"an":[179,191],"accuracy":[180,192],"$79":[182],"\\%$":[183,196],"above.":[185],"best":[187,286],"classification":[188,298],"performance":[189],"had":[190],"almost":[194],"$97":[195],"done":[199,263],"model":[202],"utilized":[204],"random":[206],"forest":[207],"algorithm":[208],"classification.":[210],"Additionally,":[211],"feature":[214],"most":[218],"important":[219],"across":[220],"algorithms":[223],"These":[227],"results":[228],"have":[229],"strengthened":[230],"validity":[232],"approach":[237],"diagnosis.":[241],"In":[242],"future":[243],"research,":[244],"more":[245,266,280,299],"should":[247,261,274],"beyond":[250],"obtained":[254],"in":[255],"this":[256],"study,":[257],"augmentation":[260],"generate":[265],"train":[269],"models.":[271],"Future":[272],"also":[275],"put":[276],"efforts":[277],"into":[278],"obtaining":[279],"robust":[281],"representative":[283],"datasets,":[284],"exploring":[285,292],"parameter":[289],"values,":[290],"why":[293],"certain":[294],"influence":[297],"than":[300],"others.":[301]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}