{"id":"https://openalex.org/W4389777130","doi":"https://doi.org/10.1109/iisa59645.2023.10345904","title":"Identifying Autism Spectrum Disorder Using Brain Networks: Challenges and Insights","display_name":"Identifying Autism Spectrum Disorder Using Brain Networks: Challenges and Insights","publication_year":2023,"publication_date":"2023-07-10","ids":{"openalex":"https://openalex.org/W4389777130","doi":"https://doi.org/10.1109/iisa59645.2023.10345904"},"language":"en","primary_location":{"id":"doi:10.1109/iisa59645.2023.10345904","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iisa59645.2023.10345904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031301452","display_name":"Keanelek Enns","orcid":"https://orcid.org/0000-0002-9572-6589"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Keanelek Enns","raw_affiliation_strings":["University of Victoria,Computer Science,Victoria,Canada","Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria,Computer Science,Victoria,Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101961455","display_name":"Venkatesh Srinivasan","orcid":"https://orcid.org/0000-0003-3819-3998"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Venkatesh Srinivasan","raw_affiliation_strings":["University of Victoria,Computer Science,Victoria,Canada","Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria,Computer Science,Victoria,Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011013528","display_name":"Alex Thomo","orcid":"https://orcid.org/0000-0002-3020-2258"},"institutions":[{"id":"https://openalex.org/I212119943","display_name":"University of Victoria","ror":"https://ror.org/04s5mat29","country_code":"CA","type":"education","lineage":["https://openalex.org/I212119943"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Alex Thomo","raw_affiliation_strings":["University of Victoria,Computer Science,Victoria,Canada","Computer Science, University of Victoria, Victoria, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Victoria,Computer Science,Victoria,Canada","institution_ids":["https://openalex.org/I212119943"]},{"raw_affiliation_string":"Computer Science, University of Victoria, Victoria, Canada","institution_ids":["https://openalex.org/I212119943"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I212119943"],"apc_list":null,"apc_paid":null,"fwci":0.8218,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71814504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9987999796867371,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9987999796867371,"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/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9933000206947327,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9613000154495239,"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-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7173773050308228},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6822078824043274},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6821655035018921},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.6201807260513306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5713385343551636},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.54014652967453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5335930585861206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5190611481666565},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.43364977836608887},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.4162881374359131},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36793941259384155},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.26293665170669556},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.17657339572906494},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1668843924999237},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16406381130218506},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.12107044458389282},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08457937836647034}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7173773050308228},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6822078824043274},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6821655035018921},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.6201807260513306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5713385343551636},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.54014652967453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5335930585861206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5190611481666565},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.43364977836608887},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.4162881374359131},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36793941259384155},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.26293665170669556},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.17657339572906494},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1668843924999237},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16406381130218506},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.12107044458389282},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08457937836647034},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa59645.2023.10345904","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iisa59645.2023.10345904","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 14th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1975561864","https://openalex.org/W1985486578","https://openalex.org/W2005821483","https://openalex.org/W2006625212","https://openalex.org/W2023044037","https://openalex.org/W2075210662","https://openalex.org/W2090495936","https://openalex.org/W2119757574","https://openalex.org/W2120759354","https://openalex.org/W2167868121","https://openalex.org/W2310177520","https://openalex.org/W2316811866","https://openalex.org/W2583913593","https://openalex.org/W2590328111","https://openalex.org/W2612872092","https://openalex.org/W2746329898","https://openalex.org/W2792145227","https://openalex.org/W2803731655","https://openalex.org/W2885623676","https://openalex.org/W2995148308","https://openalex.org/W3005859125","https://openalex.org/W3009544884","https://openalex.org/W3025027487","https://openalex.org/W3036458852","https://openalex.org/W3080290478","https://openalex.org/W3082062168","https://openalex.org/W3093392786","https://openalex.org/W3116286104","https://openalex.org/W3149668772","https://openalex.org/W3155129510","https://openalex.org/W3166795997","https://openalex.org/W3171037864","https://openalex.org/W3189411510","https://openalex.org/W3201204747","https://openalex.org/W3210155031","https://openalex.org/W4214849391","https://openalex.org/W4223465279"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4310092953","https://openalex.org/W4205463238","https://openalex.org/W2227393071","https://openalex.org/W2761785940"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder":[2],"(ASD)":[3],"affects":[4],"a":[5,37,49,98,109],"large":[6],"portion":[7],"of":[8,19,46,52,74,76,82,116,214,230],"the":[9,20,58,72,86,212,219],"global":[10],"population":[11],"both":[12],"directly":[13],"and":[14,26,60,68,137,156,176,201,232],"indirectly.":[15],"The":[16,80,127],"biological":[17,50,104],"etiology":[18],"disorder":[21,59],"is":[22],"not":[23,35],"sufficiently":[24],"understood,":[25],"current":[27],"diagnoses":[28,67],"rely":[29],"on":[30,211],"behavioural":[31],"indicators":[32],"which":[33,149],"do":[34],"provide":[36],"reliable":[38],"basis":[39],"for":[40,63,101,188,207],"diagnosis":[41],"until":[42],"about":[43],"2":[44],"years":[45],"age.":[47],"Identifying":[48],"marker":[51],"ASD":[53],"would":[54],"aid":[55,196],"in":[56,85,113,131,199,235],"understanding":[57],"potentially":[61],"allow":[62],"earlier,":[64],"more":[65,185,225],"objective":[66],"treatments":[69],"to":[70,134,162,195,223],"improve":[71,135],"quality":[73],"life":[75],"individuals":[77],"possessing":[78],"ASD.":[79],"analysis":[81],"functional":[83,89],"connectivity":[84],"brain":[87,117,174],"using":[88],"Magnetic":[90],"Resonance":[91],"Imaging":[92],"(fMRI)":[93],"has":[94],"been":[95],"identified":[96],"as":[97,167,169],"promising":[99],"method":[100,142],"discovering":[102],"such":[103],"markers.":[105],"This":[106],"study":[107,216],"recreated":[108],"prominent":[110],"state-of-the-art":[111],"work":[112,209],"explainable":[114],"classification":[115],"networks,":[118,175],"but":[119],"found":[120,179],"results":[121],"inconsistent":[122],"with":[123,153],"what":[124],"was":[125,147,159,178,193],"claimed.":[126],"methods":[128],"were":[129,217],"modified":[130],"various":[132],"ways":[133],"accuracy":[136],"performance.":[138],"A":[139],"new,":[140],"simpler":[141],"named":[143],"Discriminative":[144],"Edges":[145],"(DE)":[146],"developed":[148],"achieved":[150],"similar":[151],"accuracies":[152],"improved":[154],"performance":[155],"explainability.":[157],"DE":[158],"also":[160],"adapted":[161],"receive":[163],"raw":[164,181],"correlation":[165,171,182],"matrices":[166,172,183],"well":[168],"thresholded":[170],"representing":[173],"it":[177],"that":[180],"provided":[184,194],"useful":[186],"information":[187],"classification.":[189],"An":[190],"imple-mentation":[191],"package":[192],"future":[197,208],"researchers":[198],"validating":[200],"improving":[202],"upon":[203],"these":[204],"results.":[205],"Suggestions":[206],"based":[210],"findings":[213],"this":[215],"provided,":[218],"most":[220],"important":[221],"being":[222],"procure":[224],"datasets,":[226],"discover":[227],"data-driven":[228],"subcategories":[229],"ASD,":[231],"maintain":[233],"reproducibility":[234],"studies.":[236]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
