{"id":"https://openalex.org/W4382585032","doi":"https://doi.org/10.3390/a16070315","title":"A Multi-Site Anti-Interference Neural Network for ASD Classification","display_name":"A Multi-Site Anti-Interference Neural Network for ASD Classification","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4382585032","doi":"https://doi.org/10.3390/a16070315"},"language":"en","primary_location":{"id":"doi:10.3390/a16070315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16070315","pdf_url":"https://www.mdpi.com/1999-4893/16/7/315/pdf?version=1687917704","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/16/7/315/pdf?version=1687917704","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100451400","display_name":"Wentao Lv","orcid":"https://orcid.org/0000-0002-2648-1733"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Lv","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102941950","display_name":"Fan Li","orcid":"https://orcid.org/0000-0001-5757-1689"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Li","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827295","display_name":"Shijie Luo","orcid":"https://orcid.org/0000-0002-3540-1504"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shijie Luo","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China","institution_ids":["https://openalex.org/I9086337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038102427","display_name":"Jie Xiang","orcid":"https://orcid.org/0000-0002-9758-6954"},"institutions":[{"id":"https://openalex.org/I9086337","display_name":"Taiyuan University of Technology","ror":"https://ror.org/03kv08d37","country_code":"CN","type":"education","lineage":["https://openalex.org/I9086337"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Xiang","raw_affiliation_strings":["College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China"],"raw_orcid":"https://orcid.org/0000-0002-9758-6954","affiliations":[{"raw_affiliation_string":"College of Information and Computer, Taiyuan University of Technology, Taiyuan 030600, China","institution_ids":["https://openalex.org/I9086337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038102427"],"corresponding_institution_ids":["https://openalex.org/I9086337"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.913,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72147141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"16","issue":"7","first_page":"315","last_page":"315"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9983000159263611,"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":0.9983000159263611,"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":0.9965000152587891,"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":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.760999321937561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7297396659851074},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.669983983039856},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5773589611053467},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5306305885314941},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.505434513092041},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46053457260131836},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.43167707324028015},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4166341722011566},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41170600056648254},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.2413056492805481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.760999321937561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7297396659851074},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.669983983039856},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5773589611053467},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5306305885314941},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.505434513092041},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46053457260131836},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.43167707324028015},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4166341722011566},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41170600056648254},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.2413056492805481},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/a16070315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16070315","pdf_url":"https://www.mdpi.com/1999-4893/16/7/315/pdf?version=1687917704","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:41ba56ef94114063af59a2f36e6f682a","is_oa":true,"landing_page_url":"https://doaj.org/article/41ba56ef94114063af59a2f36e6f682a","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 16, Iss 7, p 315 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/16/7/315/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a16070315","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 16; Issue 7; Pages: 315","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a16070315","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a16070315","pdf_url":"https://www.mdpi.com/1999-4893/16/7/315/pdf?version=1687917704","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4382585032.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1980309199","https://openalex.org/W1997469637","https://openalex.org/W2061058954","https://openalex.org/W2063167566","https://openalex.org/W2101436791","https://openalex.org/W2105824687","https://openalex.org/W2120759354","https://openalex.org/W2168739006","https://openalex.org/W2299693096","https://openalex.org/W2314945771","https://openalex.org/W2361186928","https://openalex.org/W2519681685","https://openalex.org/W2522924024","https://openalex.org/W2601707947","https://openalex.org/W2715167793","https://openalex.org/W2752558629","https://openalex.org/W2787999987","https://openalex.org/W2806489700","https://openalex.org/W2889201936","https://openalex.org/W2909467037","https://openalex.org/W2966036416","https://openalex.org/W2990504128","https://openalex.org/W3009544884","https://openalex.org/W3089595613","https://openalex.org/W3109762849","https://openalex.org/W3115055674","https://openalex.org/W3138939163","https://openalex.org/W3200496752","https://openalex.org/W3206598095","https://openalex.org/W3216151710","https://openalex.org/W4206777429"],"related_works":["https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W2983142544","https://openalex.org/W2891059443","https://openalex.org/W4281663961","https://openalex.org/W3208888551","https://openalex.org/W4313561566","https://openalex.org/W3208386644","https://openalex.org/W4220682630","https://openalex.org/W3181622257"],"abstract_inverted_index":{"Autism":[0],"spectrum":[1],"disorder":[2,8],"(ASD)":[3],"is":[4,20,30,51,91,111,122,134,167,195,198,268,288],"a":[5,21,35,72],"complex":[6],"neurodevelopmental":[7],"that":[9,166,187,214,253],"can":[10,256],"reduce":[11,125],"quality":[12],"of":[13,23,102,148,173,191,206,229,242,262,273,283,293,304],"life":[14],"and":[15,39,47,155,232,296,302],"burden":[16],"families.":[17],"However,":[18,58],"there":[19],"lack":[22],"objectivity":[24],"in":[25,118,211],"clinical":[26],"diagnosis,":[27],"so":[28,175,252],"it":[29],"very":[31],"important":[32],"to":[33,93,113,124,136,161,177,259,270,290],"develop":[34],"method":[36,209,238,287],"for":[37,53,77,157,280,299],"early":[38,300],"accurate":[40],"diagnosis.":[41],"Multi-site":[42],"data":[43,86,231],"increases":[44],"sample":[45],"size":[46],"statistical":[48],"power,":[49],"which":[50,119,197,277],"convenient":[52],"training":[54,160],"deep":[55,218],"learning":[56,132,165,219],"models.":[57],"heterogeneity":[59,228,261],"between":[60],"sites":[61,295],"will":[62,223],"affect":[63],"ASD":[64,78,96,182,220],"recognition.":[65],"To":[66],"solve":[67],"this":[68],"problem,":[69],"we":[70],"propose":[71],"multi-site":[73,90,230,243,263],"anti-interference":[74,142,181],"neural":[75],"network":[76],"classification.":[79,183,236],"The":[80,99,184,204],"resting":[81],"state":[82],"brain":[83,274],"functional":[84,275],"image":[85],"provided":[87],"by":[88,170,226],"the":[89,95,106,115,120,126,130,141,146,149,163,171,179,188,201,212,215,227,235,240,254,260,281,284],"used":[92,112,123,135],"train":[94],"classification":[97,138,143,221],"model.":[98,285],"model":[100,222,255],"consists":[101],"three":[103],"modules.":[104],"First,":[105],"site":[107],"feature":[108,127,246],"extraction":[109,247],"module":[110,133,144],"quantify":[114],"inter-site":[116],"heterogeneity,":[117],"autoencoder":[121],"dimension.":[128],"Secondly,":[129],"presentation":[131],"extract":[137,271],"features.":[139],"Finally,":[140],"uses":[145],"output":[147],"first":[150],"two":[151],"modules":[152],"as":[153,176],"labels":[154],"inputs":[156],"multi-task":[158,249],"adversarial":[159,250],"complete":[162],"representation":[164],"not":[168],"affected":[169,225],"confounding":[172],"sites,":[174],"realize":[178],"adaptive":[180],"results":[185],"show":[186],"average":[189],"accuracy":[190],"ten-fold":[192],"cross":[193],"validation":[194],"75.56%,":[196],"better":[199,257],"than":[200],"existing":[202],"studies.":[203],"innovation":[205],"our":[207],"proposed":[208],"lies":[210],"problem":[213],"traditional":[216],"single-task":[217],"be":[224],"interfere":[233],"with":[234],"Our":[237],"eliminates":[239],"influence":[241],"factors":[244],"on":[245],"through":[248],"training,":[251],"adapt":[258],"data.":[264],"Meanwhile,":[265],"large-scale":[266],"1DconV":[267],"introduced":[269],"features":[272],"network,":[276],"provides":[278],"support":[279],"interpretability":[282],"This":[286],"expected":[289],"take":[291],"advantage":[292],"multiple":[294],"provide":[297],"reference":[298],"diagnosis":[301],"treatment":[303],"ASD.":[305]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}