{"id":"https://openalex.org/W2978224697","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":"2019-01-01","ids":{"openalex":"https://openalex.org/W2978224697","doi":"https://doi.org/10.1109/ijcnn.2019.8852002","mag":"2978224697"},"language":"en","primary_location":{"id":"pmh:oai:pure.amsterdamumc.nl:publications/74e4b3ed-e280-4545-81dd-92795e36db34","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/74e4b3ed-e280-4545-81dd-92795e36db34","pdf_url":"https://pure.amsterdamumc.nl/files/168279893/Simple-1-d-convolutional-networks-for-resting-state-fmri-based-classification-in-autism.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"el Gazzar, A, Cerliani, L, van Wingen, G & Thomas, R M 2019, Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism. in 2019 International Joint Conference on Neural Networks, IJCNN 2019. vol. 2019-July, 8852002, Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2019 International Joint Conference on Neural Networks, IJCNN 2019, Budapest, Hungary, 14/07/2019. https://doi.org/10.1109/IJCNN.2019.8852002","raw_type":"info:eu-repo/semantics/publishedVersion"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.amsterdamumc.nl/files/168279893/Simple-1-d-convolutional-networks-for-resting-state-fmri-based-classification-in-autism.pdf","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":"el Gazzar, Ahmed","raw_affiliation_strings":["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"]}]},{"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":"Cerliani, Leonardo","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":"van Wingen, Guido","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":"Thomas, Rajat Mani","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":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.8667,"has_fulltext":true,"cited_by_count":42,"citation_normalized_percentile":{"value":0.9101872,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"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":0.9998000264167786,"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":0.9998000264167786,"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/computer-science","display_name":"Computer science","score":0.7128287553787231},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6658715605735779},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.6465297341346741},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.6450194716453552},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6404375433921814},{"id":"https://openalex.org/keywords/resting-state-fmri","display_name":"Resting state fMRI","score":0.6100265979766846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6043380498886108},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5043293237686157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49190807342529297},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.48255079984664917},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4698549509048462},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4401778280735016},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.30019354820251465},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20370042324066162},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.06436145305633545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7128287553787231},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6658715605735779},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.6465297341346741},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.6450194716453552},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6404375433921814},{"id":"https://openalex.org/C66324658","wikidata":"https://www.wikidata.org/wiki/Q7316120","display_name":"Resting state fMRI","level":2,"score":0.6100265979766846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6043380498886108},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5043293237686157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49190807342529297},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.48255079984664917},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4698549509048462},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4401778280735016},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.30019354820251465},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20370042324066162},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.06436145305633545},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:pure.amsterdamumc.nl:publications/74e4b3ed-e280-4545-81dd-92795e36db34","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/74e4b3ed-e280-4545-81dd-92795e36db34","pdf_url":"https://pure.amsterdamumc.nl/files/168279893/Simple-1-d-convolutional-networks-for-resting-state-fmri-based-classification-in-autism.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"el Gazzar, A, Cerliani, L, van Wingen, G & Thomas, R M 2019, Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism. in 2019 International Joint Conference on Neural Networks, IJCNN 2019. vol. 2019-July, 8852002, Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2019 International Joint Conference on Neural Networks, IJCNN 2019, Budapest, Hungary, 14/07/2019. https://doi.org/10.1109/IJCNN.2019.8852002","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/1b0e7d60-fda8-46b8-80c0-d4f376b0f4d3","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/simple-1d-convolutional-networks-for-restingstate-fmri-based-classification-in-autism(1b0e7d60-fda8-46b8-80c0-d4f376b0f4d3).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2019 International Joint Conference on Neural Networks, IJCNN 2019, 2019-July","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.amsterdamumc.nl:publications/74e4b3ed-e280-4545-81dd-92795e36db34","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/74e4b3ed-e280-4545-81dd-92795e36db34","pdf_url":"https://pure.amsterdamumc.nl/files/168279893/Simple-1-d-convolutional-networks-for-resting-state-fmri-based-classification-in-autism.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"el Gazzar, A, Cerliani, L, van Wingen, G & Thomas, R M 2019, Simple 1-D Convolutional Networks for Resting-State fMRI Based Classification in Autism. in 2019 International Joint Conference on Neural Networks, IJCNN 2019. vol. 2019-July, 8852002, Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., 2019 International Joint Conference on Neural Networks, IJCNN 2019, Budapest, Hungary, 14/07/2019. https://doi.org/10.1109/IJCNN.2019.8852002","raw_type":"info:eu-repo/semantics/publishedVersion"},"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":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2978224697.pdf"},"referenced_works_count":23,"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/W4300805274"],"related_works":["https://openalex.org/W2601707947","https://openalex.org/W2168298321","https://openalex.org/W2387620927","https://openalex.org/W2294986132","https://openalex.org/W1964455563","https://openalex.org/W2365936003","https://openalex.org/W2790620361","https://openalex.org/W2082278460","https://openalex.org/W2371524820","https://openalex.org/W2319066238"],"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":3},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2019-10-10T00:00:00"}
