{"id":"https://openalex.org/W3003675036","doi":"https://doi.org/10.1155/2020/1357853","title":"Multichannel Deep Attention Neural Networks for the Classification of Autism Spectrum Disorder Using Neuroimaging and Personal Characteristic Data","display_name":"Multichannel Deep Attention Neural Networks for the Classification of Autism Spectrum Disorder Using Neuroimaging and Personal Characteristic Data","publication_year":2020,"publication_date":"2020-01-31","ids":{"openalex":"https://openalex.org/W3003675036","doi":"https://doi.org/10.1155/2020/1357853","mag":"3003675036"},"language":"en","primary_location":{"id":"doi:10.1155/2020/1357853","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/1357853","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/1357853.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/1357853.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014760338","display_name":"Ke Niu","orcid":"https://orcid.org/0000-0003-1004-3613"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["AU","CN"],"is_corresponding":false,"raw_author_name":"Ke Niu","raw_affiliation_strings":["CAI, School of Computer Science, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, Australia","Computer School, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"CAI, School of Computer Science, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053379071","display_name":"Jiayang Guo","orcid":"https://orcid.org/0000-0002-5821-4277"},"institutions":[{"id":"https://openalex.org/I63135867","display_name":"University of Cincinnati","ror":"https://ror.org/01e3m7079","country_code":"US","type":"education","lineage":["https://openalex.org/I63135867"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiayang Guo","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, OH 45221, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Cincinnati, Cincinnati, OH 45221, USA","institution_ids":["https://openalex.org/I63135867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102024128","display_name":"Yijie Pan","orcid":"https://orcid.org/0000-0002-0968-2269"},"institutions":[{"id":"https://openalex.org/I4210165339","display_name":"Ningbo Institute of Industrial Technology","ror":"https://ror.org/05nqg3g04","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165339"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijie Pan","raw_affiliation_strings":["Ningbo Institute of Information Technology Application, CAS, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ningbo Institute of Information Technology Application, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210165339"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618900","display_name":"Xin Gao","orcid":"https://orcid.org/0000-0002-7108-3574"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xin Gao","raw_affiliation_strings":["Computational Bioscience Research Center (CBRC), Computer Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computational Bioscience Research Center (CBRC), Computer Electrical and Mathematical Sciences and Engineering (CEMSE) Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043549588","display_name":"Xueping Peng","orcid":"https://orcid.org/0000-0002-8901-1472"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Xueping Peng","raw_affiliation_strings":["CAI, School of Computer Science, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, Australia"],"affiliations":[{"raw_affiliation_string":"CAI, School of Computer Science, Faculty of Engineering and Information Technology, University of Technology Sydney, Ultimo, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100369099","display_name":"Ning Li","orcid":"https://orcid.org/0000-0003-4533-1535"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Li","raw_affiliation_strings":["Computer School, Beijing Information Science and Technology University, Beijing 100101, China"],"affiliations":[{"raw_affiliation_string":"Computer School, Beijing Information Science and Technology University, Beijing 100101, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100440674","display_name":"Hailong Li","orcid":"https://orcid.org/0000-0002-5267-2875"},"institutions":[{"id":"https://openalex.org/I1285204247","display_name":"Cincinnati Children's Hospital Medical Center","ror":"https://ror.org/01hcyya48","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1285204247"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hailong Li","raw_affiliation_strings":["Department of Pediatrics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Pediatrics, Cincinnati Children\u2019s Hospital Medical Center, Cincinnati, OH, USA","institution_ids":["https://openalex.org/I1285204247"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5043549588","https://openalex.org/A5053379071","https://openalex.org/A5100440674"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I1285204247","https://openalex.org/I63135867"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":7.5045,"has_fulltext":true,"cited_by_count":105,"citation_normalized_percentile":{"value":0.98053207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998999834060669,"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":0.9998999834060669,"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/T11772","display_name":"Genetics and Neurodevelopmental Disorders","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12060","display_name":"Child Development and Digital Technology","score":0.9603999853134155,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8188368082046509},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.7443736791610718},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.6652036905288696},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6123571991920471},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6040392518043518},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5045369863510132},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4994359016418457},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4675922095775604},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4378760755062103},{"id":"https://openalex.org/keywords/connectome","display_name":"Connectome","score":0.4175458550453186},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4011901021003723},{"id":"https://openalex.org/keywords/functional-connectivity","display_name":"Functional connectivity","score":0.2412613332271576},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.18904706835746765},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.1610967218875885}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8188368082046509},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.7443736791610718},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.6652036905288696},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6123571991920471},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6040392518043518},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5045369863510132},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4994359016418457},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4675922095775604},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4378760755062103},{"id":"https://openalex.org/C45715564","wikidata":"https://www.wikidata.org/wiki/Q1292103","display_name":"Connectome","level":3,"score":0.4175458550453186},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4011901021003723},{"id":"https://openalex.org/C3018011982","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Functional connectivity","level":2,"score":0.2412613332271576},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.18904706835746765},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.1610967218875885}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1155/2020/1357853","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/1357853","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/1357853.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:1357853","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/1357853.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:83c3bab270ee467f9f762d5ecc4ac32d","is_oa":true,"landing_page_url":"https://doaj.org/article/83c3bab270ee467f9f762d5ecc4ac32d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/138316","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/138316","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/661441","is_oa":true,"landing_page_url":"http://hdl.handle.net/10754/661441","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1155/2020/1357853","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/1357853","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/1357853.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1532686403","display_name":null,"funder_award_id":"2018YFB1004100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2451610143","display_name":null,"funder_award_id":"11232004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2843768605","display_name":null,"funder_award_id":"61672105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3123969311","display_name":null,"funder_award_id":"61672105","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3294234326","display_name":null,"funder_award_id":"2018YFB1004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G346298384","display_name":null,"funder_award_id":"201911","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4668969108","display_name":null,"funder_award_id":"2018YFB1004100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6667816782","display_name":null,"funder_award_id":"KM201911232004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7866581449","display_name":null,"funder_award_id":"KM201911232004","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8002545435","display_name":null,"funder_award_id":"11232","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"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3003675036.pdf","grobid_xml":"https://content.openalex.org/works/W3003675036.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2096575531","https://openalex.org/W2101234009","https://openalex.org/W2138917845","https://openalex.org/W2158063953","https://openalex.org/W2183911126","https://openalex.org/W2326145038","https://openalex.org/W2418317116","https://openalex.org/W2434132484","https://openalex.org/W2561837554","https://openalex.org/W2576683119","https://openalex.org/W2606228039","https://openalex.org/W2752558629","https://openalex.org/W2773922387","https://openalex.org/W2787592659","https://openalex.org/W2801745895","https://openalex.org/W2803731655","https://openalex.org/W2804738787","https://openalex.org/W2805189498","https://openalex.org/W2808128744","https://openalex.org/W2917871264","https://openalex.org/W2919115771","https://openalex.org/W2923088514"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W3160494304","https://openalex.org/W3006162251"],"abstract_inverted_index":{"Autism":[0,150],"spectrum":[1],"disorder":[2,7],"(ASD)":[3],"is":[4,22,66],"a":[5,35,52,75,103,113,171,198],"developmental":[6],"that":[8],"impacts":[9],"more":[10],"than":[11],"1.6%":[12],"of":[13,38,47,94,110,126,174,183,219,240],"children":[14],"aged":[15],"8":[16],"across":[17],"the":[18,61,136,143,149,215,220,235],"United":[19],"States.":[20],"It":[21],"characterized":[23],"by":[24,34,122,179],"impairments":[25],"in":[26,138,197],"social":[27],"interaction":[28],"and":[29,40,131,163,187,207,217],"communication,":[30],"as":[31,33],"well":[32],"restricted":[36],"repertoire":[37],"activity":[39],"interests.":[41],"The":[42,225],"current":[43],"standardized":[44],"clinical":[45,238],"diagnosis":[46,84,109,239],"ASD":[48,65,161,177],"remains":[49],"to":[50,101,134,213,233],"be":[51],"subjective":[53],"diagnosis,":[54],"mainly":[55],"relying":[56],"on":[57,148,176],"behavior-based":[58],"tests.":[59],"However,":[60],"diagnostic":[62],"process":[63],"for":[64,79,91,107,229],"not":[67],"only":[68],"time":[69],"consuming,":[70],"but":[71],"also":[72],"costly,":[73],"causing":[74],"tremendous":[76],"financial":[77],"burden":[78],"patients\u2019":[80],"families.":[81],"Therefore,":[82],"automated":[83,108,237],"approaches":[85],"have":[86],"been":[87],"an":[88],"attractive":[89],"solution":[90],"earlier":[92],"identification":[93],"ASD.":[95,111,241],"In":[96],"this":[97],"work,":[98],"we":[99],"set":[100],"develop":[102],"deep":[104,115,230],"learning":[105,195,231],"model":[106,147,169],"Specifically,":[112],"multichannel":[114,145,222],"attention":[116,129],"neural":[117,127],"network":[118],"(DANN)":[119],"was":[120],"proposed":[121,144,221],"integrating":[123,180],"multiple":[124,192],"layers":[125],"networks,":[128],"mechanism,":[130],"feature":[132],"fusion":[133],"capture":[135],"interrelationships":[137],"multimodality":[139],"data.":[140],"We":[141],"evaluated":[142],"DANN":[146,223],"Brain":[151],"Imaging":[152],"Data":[153],"Exchange":[154],"(ABIDE)":[155],"repository":[156],"with":[157],"809":[158],"subjects":[159],"(408":[160],"patients":[162],"401":[164],"typical":[165],"development":[166],"controls).":[167],"Our":[168],"achieved":[170],"state-of-the-art":[172],"accuracy":[173],"0.732":[175],"classification":[178],"three":[181],"scales":[182],"brain":[184],"functional":[185],"connectomes":[186],"personal":[188],"characteristic":[189],"data,":[190],"outperforming":[191],"peer":[193],"machine":[194],"models":[196,232],"k":[199,205],"-fold":[200,206],"cross":[201,209],"validation":[202,210],"experiment.":[203],"Additional":[204],"leave-one-site-out":[208],"were":[211],"conducted":[212],"test":[214],"generalizability":[216],"robustness":[218],"model.":[224],"results":[226],"show":[227],"promise":[228],"aid":[234],"future":[236]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":20},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":10}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
