{"id":"https://openalex.org/W3190100997","doi":"https://doi.org/10.1109/tcds.2021.3102646","title":"A Trend on Autism Spectrum Disorder Research: Eye Tracking-EEG Correlative Analytics","display_name":"A Trend on Autism Spectrum Disorder Research: Eye Tracking-EEG Correlative Analytics","publication_year":2021,"publication_date":"2021-08-05","ids":{"openalex":"https://openalex.org/W3190100997","doi":"https://doi.org/10.1109/tcds.2021.3102646","mag":"3190100997"},"language":"en","primary_location":{"id":"doi:10.1109/tcds.2021.3102646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2021.3102646","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-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/A5074108106","display_name":"Gansheng Tan","orcid":"https://orcid.org/0000-0001-8785-9499"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gansheng Tan","raw_affiliation_strings":["State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031386469","display_name":"Kai Xu","orcid":"https://orcid.org/0000-0003-1690-3370"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Xu","raw_affiliation_strings":["State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101465654","display_name":"Jinbiao Liu","orcid":"https://orcid.org/0000-0001-9379-6594"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbiao Liu","raw_affiliation_strings":["State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Systems and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085867312","display_name":"Honghai Liu","orcid":"https://orcid.org/0000-0002-2880-4698"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Honghai Liu","raw_affiliation_strings":["State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","School of Computing, University of Portsmouth, Portsmouth, U.K"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics and Systems, Harbin Institute of Technology (Shenzhen), Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"School of Computing, University of Portsmouth, Portsmouth, U.K","institution_ids":["https://openalex.org/I63072094"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074108106"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":2.011,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.86051568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"14","issue":"3","first_page":"1232","last_page":"1244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9937000274658203,"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/T10537","display_name":"Attention Deficit Hyperactivity Disorder","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.864561915397644},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6212289929389954},{"id":"https://openalex.org/keywords/correlative","display_name":"Correlative","score":0.5209949612617493},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5175944566726685},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5145654082298279},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5141847133636475},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.49982523918151855},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.49706175923347473},{"id":"https://openalex.org/keywords/event-related-potential","display_name":"Event-related potential","score":0.445524126291275},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.42181113362312317},{"id":"https://openalex.org/keywords/eye-movement","display_name":"Eye movement","score":0.41086870431900024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4074558913707733},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.362983763217926},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2733388841152191},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.2672869563102722},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.2021481692790985},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1776123046875},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.12025216221809387}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.864561915397644},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6212289929389954},{"id":"https://openalex.org/C2776800370","wikidata":"https://www.wikidata.org/wiki/Q5172864","display_name":"Correlative","level":2,"score":0.5209949612617493},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5175944566726685},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5145654082298279},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5141847133636475},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.49982523918151855},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.49706175923347473},{"id":"https://openalex.org/C67359045","wikidata":"https://www.wikidata.org/wiki/Q14026181","display_name":"Event-related potential","level":3,"score":0.445524126291275},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.42181113362312317},{"id":"https://openalex.org/C153050134","wikidata":"https://www.wikidata.org/wiki/Q760256","display_name":"Eye movement","level":2,"score":0.41086870431900024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4074558913707733},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.362983763217926},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2733388841152191},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2672869563102722},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.2021481692790985},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1776123046875},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.12025216221809387},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcds.2021.3102646","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcds.2021.3102646","pdf_url":null,"source":{"id":"https://openalex.org/S2488537894","display_name":"IEEE Transactions on Cognitive and Developmental Systems","issn_l":"2379-8920","issn":["2379-8920","2379-8939"],"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 Cognitive and Developmental Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5600000023841858}],"awards":[{"id":"https://openalex.org/G2567398775","display_name":null,"funder_award_id":"61733011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W1517797753","https://openalex.org/W1591854335","https://openalex.org/W1603478340","https://openalex.org/W1969908029","https://openalex.org/W1970460214","https://openalex.org/W1973183863","https://openalex.org/W1980309199","https://openalex.org/W1982826132","https://openalex.org/W1990485410","https://openalex.org/W1992386489","https://openalex.org/W1993985496","https://openalex.org/W1995063514","https://openalex.org/W1996068081","https://openalex.org/W2000588262","https://openalex.org/W2007384358","https://openalex.org/W2017848939","https://openalex.org/W2022662741","https://openalex.org/W2033675290","https://openalex.org/W2035385895","https://openalex.org/W2039031619","https://openalex.org/W2040649329","https://openalex.org/W2041725752","https://openalex.org/W2049200003","https://openalex.org/W2051362056","https://openalex.org/W2053101950","https://openalex.org/W2064949646","https://openalex.org/W2077113640","https://openalex.org/W2078465466","https://openalex.org/W2082605724","https://openalex.org/W2090593169","https://openalex.org/W2091028497","https://openalex.org/W2100214887","https://openalex.org/W2100223265","https://openalex.org/W2105154398","https://openalex.org/W2111874514","https://openalex.org/W2116697664","https://openalex.org/W2119583498","https://openalex.org/W2121532695","https://openalex.org/W2127732626","https://openalex.org/W2127745084","https://openalex.org/W2128592952","https://openalex.org/W2131740347","https://openalex.org/W2133103244","https://openalex.org/W2135036523","https://openalex.org/W2139905587","https://openalex.org/W2143041840","https://openalex.org/W2144236040","https://openalex.org/W2149550211","https://openalex.org/W2150020283","https://openalex.org/W2152785693","https://openalex.org/W2152806460","https://openalex.org/W2157183647","https://openalex.org/W2162085794","https://openalex.org/W2165134544","https://openalex.org/W2168013774","https://openalex.org/W2171693726","https://openalex.org/W2182278224","https://openalex.org/W2193821211","https://openalex.org/W2278647084","https://openalex.org/W2294389992","https://openalex.org/W2340952654","https://openalex.org/W2343442128","https://openalex.org/W2380322440","https://openalex.org/W2398993084","https://openalex.org/W2461071842","https://openalex.org/W2477356675","https://openalex.org/W2507937192","https://openalex.org/W2531451123","https://openalex.org/W2549936564","https://openalex.org/W2590940923","https://openalex.org/W2593126980","https://openalex.org/W2594263197","https://openalex.org/W2612893437","https://openalex.org/W2729492425","https://openalex.org/W2732132841","https://openalex.org/W2752992853","https://openalex.org/W2762482812","https://openalex.org/W2768990978","https://openalex.org/W2779247516","https://openalex.org/W2779286524","https://openalex.org/W2789057374","https://openalex.org/W2794517705","https://openalex.org/W2802719250","https://openalex.org/W2803114740","https://openalex.org/W2890721066","https://openalex.org/W2894970231","https://openalex.org/W2897912301","https://openalex.org/W2898824151","https://openalex.org/W2915033745","https://openalex.org/W2922424555","https://openalex.org/W2936902980","https://openalex.org/W2938949210","https://openalex.org/W2939024234","https://openalex.org/W2972215702","https://openalex.org/W2985282122","https://openalex.org/W2995148308","https://openalex.org/W2995317390","https://openalex.org/W2996953453","https://openalex.org/W3004416636","https://openalex.org/W3013901951","https://openalex.org/W3014001207","https://openalex.org/W3035006543","https://openalex.org/W3039470308","https://openalex.org/W3099869654","https://openalex.org/W3104540095","https://openalex.org/W3113131990","https://openalex.org/W6764236541"],"related_works":["https://openalex.org/W2895477670","https://openalex.org/W3036762176","https://openalex.org/W2035535950","https://openalex.org/W3130239881","https://openalex.org/W3006548751","https://openalex.org/W2944852272","https://openalex.org/W2887277944","https://openalex.org/W2099049070","https://openalex.org/W2998571710","https://openalex.org/W2148819056"],"abstract_inverted_index":{"The":[0,195],"greatest":[1],"challenge":[2],"in":[3,48,77,158,174,192,202],"autism":[4],"spectrum":[5],"disorder":[6],"(ASD)":[7],"detection":[8],"and":[9,17,32,53,60,103,122,129,167,197],"treatment":[10],"arises":[11],"from":[12,93],"the":[13,78,89,94,98,124],"elusive":[14],"etiological":[15],"origins":[16],"heterogeneity":[18],"of":[19,101,199],"ASD.":[20],"ET-EEG":[21,119],"correlative":[22,83,120,152],"analytics":[23,84,121,153],"refers":[24],"to":[25,39,70,106,146,187],"correlating":[26],"simultaneously":[27],"recorded":[28],"eye":[29],"tracking":[30],"(ET)":[31],"electroencephalography":[33],"(EEG)":[34],"data":[35,142],"or":[36,110,140],"combining":[37],"them":[38],"yield":[40],"diagnostic":[41],"biomarkers.":[42],"This":[43,112],"approach":[44,201],"was":[45],"recently":[46],"applied":[47],"ASD":[49,108,179,203],"research":[50,160,176,204],"as":[51,163],"EEG":[52,130,141,168],"video-based":[54],"ET":[55,128,139],"are":[56,205],"suitable":[57],"for":[58],"children":[59],"do":[61],"not":[62],"interfere":[63],"with":[64,74],"each":[65],"other.":[66],"It":[67],"allows":[68],"researchers":[69],"associate":[71],"neural":[72],"correlates":[73],"gaze":[75],"patterns":[76,135],"same":[79],"cognitive":[80,184],"task.":[81],"Besides,":[82],"has":[85,154],"shed":[86],"light":[87],"on":[88,115],"inconsistent":[90],"findings":[91],"derived":[92],"unimodal":[95],"approach,":[96],"reveals":[97],"developmental":[99],"trajectory":[100],"ASD,":[102],"provides":[104],"biomarkers":[105],"assist":[107],"diagnosis":[109],"intervention.":[111],"review":[113],"focuses":[114],"eight":[116],"articles":[117],"applying":[118],"synthesized":[123],"reported":[125],"correlation":[126],"between":[127],"patterns.":[131],"Studies":[132],"concerning":[133],"such":[134,162],"that":[136],"acquired":[137],"either":[138],"were":[143],"also":[144,155],"reviewed":[145],"provide":[147],"comparisons.":[148],"In":[149],"recent":[150],"years,":[151],"been":[156],"developed":[157],"other":[159],"fields,":[161],"visual":[164,190],"information":[165],"processing":[166],"artifact":[169],"correction.":[170],"Incorporating":[171],"methodologies":[172],"used":[173],"these":[175],"works":[177],"into":[178],"studies":[180],"would":[181],"help":[182],"identify":[183],"alteration":[185],"related":[186],"a":[188],"specific":[189],"pattern":[191],"naturalistic":[193],"settings.":[194],"opportunities":[196],"limitations":[198],"this":[200],"discussed":[206],"at":[207],"last.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}