{"id":"https://openalex.org/W2953799307","doi":"https://doi.org/10.1109/ijcnn.2019.8852002","title":"Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism","display_name":"Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2953799307","doi":"https://doi.org/10.1109/ijcnn.2019.8852002","mag":"2953799307"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852002","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1907.01288","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086352265","display_name":"Ahmed El Gazzar","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ahmed El Gazzar","raw_affiliation_strings":["Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands","Department of Psychiatry University of Amsterdam Amsterdam The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"Department of Psychiatry University of Amsterdam Amsterdam The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072500258","display_name":"Leonardo Cerliani","orcid":"https://orcid.org/0000-0002-2655-6133"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Leonardo Cerliani","raw_affiliation_strings":["Department of Psychiatry, UvA, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, UvA, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079874250","display_name":"Guido van Wingen","orcid":"https://orcid.org/0000-0003-3076-5891"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Guido van Wingen","raw_affiliation_strings":["Department of Psychiatry, UvA, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, UvA, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018495631","display_name":"Rajat M. Thomas","orcid":"https://orcid.org/0000-0002-5362-4816"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Rajat Mani Thomas","raw_affiliation_strings":["Department of Psychiatry, UvA, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, UvA, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I887064364"],"apc_list":null,"apc_paid":null,"fwci":2.4759,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.88307099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994000196456909,"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":0.9983999729156494,"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/resting-state-fmri","display_name":"Resting state fMRI","score":0.6710494756698608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6522139310836792},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6506140232086182},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.6452949643135071},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6343154907226562},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6117462515830994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5806223750114441},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4732523560523987},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.47296351194381714},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.45518016815185547},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45397448539733887},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.448275089263916},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3785991072654724},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.28494369983673096},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.07993137836456299}],"concepts":[{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.6710494756698608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6522139310836792},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6506140232086182},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.6452949643135071},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6343154907226562},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6117462515830994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5806223750114441},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4732523560523987},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.47296351194381714},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.45518016815185547},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45397448539733887},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.448275089263916},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3785991072654724},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.28494369983673096},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.07993137836456299},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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":4,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852002","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1907.01288","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01288","pdf_url":"https://arxiv.org/pdf/1907.01288","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:2953799307","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1907.01288v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1907.01288","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.01288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1907.01288","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01288","pdf_url":"https://arxiv.org/pdf/1907.01288","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5589855972","display_name":null,"funder_award_id":"016.156.318","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7083060089","display_name":null,"funder_award_id":"016.156.318","funder_id":"https://openalex.org/F4320321007","funder_display_name":"ZonMw"},{"id":"https://openalex.org/G907034283","display_name":null,"funder_award_id":"Vidi 016.156.318","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321007","display_name":"ZonMw","ror":"https://ror.org/01yaj9a77"},{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2953799307.pdf","grobid_xml":"https://content.openalex.org/works/W2953799307.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1886029756","https://openalex.org/W1971662253","https://openalex.org/W1973158444","https://openalex.org/W1991971712","https://openalex.org/W2047453615","https://openalex.org/W2052644075","https://openalex.org/W2058046532","https://openalex.org/W2070949043","https://openalex.org/W2071881327","https://openalex.org/W2120546516","https://openalex.org/W2132175842","https://openalex.org/W2136573752","https://openalex.org/W2167868121","https://openalex.org/W2522924024","https://openalex.org/W2569531558","https://openalex.org/W2591711955","https://openalex.org/W2752558629","https://openalex.org/W2806489700","https://openalex.org/W2951617899","https://openalex.org/W2963242637","https://openalex.org/W2963392928","https://openalex.org/W4235770099","https://openalex.org/W6737219178","https://openalex.org/W6992025868"],"related_works":["https://openalex.org/W2978224697","https://openalex.org/W2962240267","https://openalex.org/W2573848376","https://openalex.org/W3025133539","https://openalex.org/W1980047636","https://openalex.org/W3093649863","https://openalex.org/W3175197371","https://openalex.org/W3095738237","https://openalex.org/W3109340758","https://openalex.org/W3007274952","https://openalex.org/W2963392928","https://openalex.org/W2964266449","https://openalex.org/W2981324610","https://openalex.org/W2795029648","https://openalex.org/W3120007598","https://openalex.org/W2952332829","https://openalex.org/W2030614958","https://openalex.org/W2746145198","https://openalex.org/W3047442682","https://openalex.org/W3019705495"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"methods":[2],"are":[3,62],"increasingly":[4],"being":[5],"used":[6],"with":[7,129],"neuroimaging":[8],"data":[9,60],"like":[10],"structural":[11],"and":[12,24,125],"function":[13],"magnetic":[14],"resonance":[15],"imaging":[16],"(MRI)":[17],"to":[18,69,120],"predict":[19],"the":[20,38,43,50,56,71,88,95,99,130,133],"diagnosis":[21],"of":[22,37,87,94,98,135],"neuropsychiatric":[23],"neurological":[25],"disorders.":[26,138],"For":[27],"psychiatric":[28],"disorders":[29],"in":[30,55,74],"particular,":[31],"it":[32,66],"is":[33,42,67,118],"believed":[34],"that":[35,91],"one":[36],"most":[39],"promising":[40],"modality":[41],"resting-state":[44],"functional":[45],"MRI":[46],"(rsfMRI),":[47],"which":[48,117],"captures":[49,92],"intrinsic":[51],"connectivity":[52],"between":[53],"regions":[54],"brain.":[57],"Because":[58],"rsfMRI":[59,89],"points":[61],"inherently":[63],"high-dimensional":[64],"(~1M),":[65],"impossible":[68],"process":[70],"entire":[72],"input":[73],"its":[75,103],"raw":[76],"form.":[77],"In":[78],"this":[79],"paper,":[80],"we":[81,109],"propose":[82],"a":[83,107,111],"very":[84,112],"simple":[85,113],"transformation":[86],"images":[90],"all":[93],"temporal":[96],"dynamics":[97],"signal":[100],"but":[101],"sub-samples":[102],"spatial":[104],"extent.":[105],"As":[106],"result,":[108],"use":[110],"1-D":[114],"convolutional":[115],"network":[116],"fast":[119],"train,":[121],"requires":[122],"minimal":[123],"preprocessing":[124],"performs":[126],"at":[127],"par":[128],"state-of-the-art":[131],"on":[132],"classification":[134],"Autism":[136],"spectrum":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}