{"id":"https://openalex.org/W4390730860","doi":"https://doi.org/10.1186/s40708-023-00217-4","title":"Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders","display_name":"Deep learning based joint fusion approach to exploit anatomical and functional brain information in autism spectrum disorders","publication_year":2024,"publication_date":"2024-01-09","ids":{"openalex":"https://openalex.org/W4390730860","doi":"https://doi.org/10.1186/s40708-023-00217-4"},"language":"en","primary_location":{"id":"doi:10.1186/s40708-023-00217-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00217-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00217-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00217-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046069774","display_name":"Sara Saponaro","orcid":"https://orcid.org/0000-0003-3930-3976"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Sara Saponaro","raw_affiliation_strings":["Medical Physics School, University of Pisa, Pisa, Italy","National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Medical Physics School, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053090175","display_name":"Francesca Lizzi","orcid":"https://orcid.org/0000-0003-0900-0421"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Lizzi","raw_affiliation_strings":["National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113092682","display_name":"Giacomo Serra","orcid":null},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Serra","raw_affiliation_strings":["Department of Physics, University of Cagliari, Cagliari, Italy","INFN, Cagliari Division, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]},{"raw_affiliation_string":"INFN, Cagliari Division, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092453121","display_name":"Francesca Mainas","orcid":"https://orcid.org/0009-0003-9861-6961"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Mainas","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy","INFN, Cagliari Division, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"INFN, Cagliari Division, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030507808","display_name":"P. Oliva","orcid":"https://orcid.org/0000-0002-9446-3967"},"institutions":[{"id":"https://openalex.org/I159650629","display_name":"University of Sassari","ror":"https://ror.org/01bnjbv91","country_code":"IT","type":"education","lineage":["https://openalex.org/I159650629"]},{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piernicola Oliva","raw_affiliation_strings":["Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy","INFN, Cagliari Division, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy","institution_ids":["https://openalex.org/I159650629"]},{"raw_affiliation_string":"INFN, Cagliari Division, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061617319","display_name":"Alessia Giuliano","orcid":"https://orcid.org/0000-0002-7381-078X"},"institutions":[{"id":"https://openalex.org/I4210165410","display_name":"Azienda Ospedaliera Universitaria Pisana","ror":"https://ror.org/05xrcj819","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210165410"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessia Giuliano","raw_affiliation_strings":["Unit of Medical Physics, Pisa University Hospital \u201cAzienda Ospedaliero-Universitaria Pisana\u201d, Pisa, Italy","Unit of Medical Physics, Pisa University Hospital \"Azienda Ospedaliero-Universitaria Pisana\", Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Unit of Medical Physics, Pisa University Hospital \u201cAzienda Ospedaliero-Universitaria Pisana\u201d, Pisa, Italy","institution_ids":["https://openalex.org/I4210165410"]},{"raw_affiliation_string":"Unit of Medical Physics, Pisa University Hospital \"Azienda Ospedaliero-Universitaria Pisana\", Pisa, Italy","institution_ids":["https://openalex.org/I4210165410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018130663","display_name":"Sara Calderoni","orcid":"https://orcid.org/0000-0002-6250-5739"},"institutions":[{"id":"https://openalex.org/I4210126460","display_name":"Fondazione Stella Maris","ror":"https://ror.org/02w8ez808","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210126460","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Calderoni","raw_affiliation_strings":["Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","Developmental Psychiatry Unit - IRCCS Stella Maris Foundation, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Developmental Psychiatry Unit - IRCCS Stella Maris Foundation, Pisa, Italy","institution_ids":["https://openalex.org/I4210126460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053399221","display_name":"Alessandra Retico","orcid":"https://orcid.org/0000-0001-5135-4472"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]},{"id":"https://openalex.org/I4210160382","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Pisa","ror":"https://ror.org/05symbg58","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210160382"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Retico","raw_affiliation_strings":["National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics (INFN), Pisa Division, Pisa, Italy","institution_ids":["https://openalex.org/I4210160382","https://openalex.org/I160013858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5046069774"],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I160013858","https://openalex.org/I4210160382"],"apc_list":{"value":790,"currency":"GBP","value_usd":969},"apc_paid":{"value":790,"currency":"GBP","value_usd":969},"fwci":8.3995,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.98294402,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9980999827384949,"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":0.9980999827384949,"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.996399998664856,"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/T11184","display_name":"Neonatal and fetal brain pathology","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757434606552124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6614920496940613},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6403681635856628},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.580169677734375},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5656448602676392},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.5029489398002625},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5000269412994385},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.48529762029647827},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4654812216758728},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.41140875220298767},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3571501076221466},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.2183677852153778},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16651508212089539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757434606552124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6614920496940613},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6403681635856628},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.580169677734375},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5656448602676392},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.5029489398002625},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5000269412994385},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.48529762029647827},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4654812216758728},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.41140875220298767},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3571501076221466},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2183677852153778},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16651508212089539},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s40708-023-00217-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00217-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00217-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1253589","is_oa":true,"landing_page_url":"https://braininformatics.springeropen.com/articles/10.1186/s40708-023-00217-4","pdf_url":"https://link.springer.com/content/pdf/10.1186/s40708-023-00217-4.pdf","source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10776521","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10776521","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10776521/pdf/40708_2023_Article_217.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Brain Inform","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:95e49b4b3f694885875c848e78650032","is_oa":true,"landing_page_url":"https://doaj.org/article/95e49b4b3f694885875c848e78650032","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brain Informatics, Vol 11, Iss 1, Pp 1-13 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40708-023-00217-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40708-023-00217-4","pdf_url":"https://braininformatics.springeropen.com/counter/pdf/10.1186/s40708-023-00217-4","source":{"id":"https://openalex.org/S2498492389","display_name":"Brain Informatics","issn_l":"2198-4018","issn":["2198-4018","2198-4026"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Brain Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6000000238418579}],"awards":[{"id":"https://openalex.org/G2020622295","display_name":null,"funder_award_id":"Big Data","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6870533126","display_name":null,"funder_award_id":"2014-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6880236939","display_name":null,"funder_award_id":"FSE 2014-2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6886540669","display_name":null,"funder_award_id":"5 \u00d7 1000","funder_id":"https://openalex.org/F4320321781","funder_display_name":"Ministero della Salute"},{"id":"https://openalex.org/G8051717526","display_name":null,"funder_award_id":"Grant","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321781","display_name":"Ministero della Salute","ror":"https://ror.org/00789fa95"},{"id":"https://openalex.org/F4320338264","display_name":"Commissione Scientifica Nazionale 5, Instituto Nazionale di Fisica Nucleare","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390730860.pdf"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1814990671","https://openalex.org/W1963838871","https://openalex.org/W1969700144","https://openalex.org/W2007239727","https://openalex.org/W2019587683","https://openalex.org/W2025583640","https://openalex.org/W2039448553","https://openalex.org/W2056334380","https://openalex.org/W2057607467","https://openalex.org/W2063167566","https://openalex.org/W2081375082","https://openalex.org/W2082863207","https://openalex.org/W2085866264","https://openalex.org/W2099388920","https://openalex.org/W2107665951","https://openalex.org/W2108623767","https://openalex.org/W2115205784","https://openalex.org/W2115943764","https://openalex.org/W2117207767","https://openalex.org/W2123722617","https://openalex.org/W2124884997","https://openalex.org/W2128662472","https://openalex.org/W2137784786","https://openalex.org/W2154608643","https://openalex.org/W2159411253","https://openalex.org/W2162010696","https://openalex.org/W2167868121","https://openalex.org/W2229782077","https://openalex.org/W2304458595","https://openalex.org/W2326145038","https://openalex.org/W2474678163","https://openalex.org/W2590651237","https://openalex.org/W2612690371","https://openalex.org/W2742947264","https://openalex.org/W2743318199","https://openalex.org/W2744921996","https://openalex.org/W2752558629","https://openalex.org/W2802789529","https://openalex.org/W2802901695","https://openalex.org/W2808918507","https://openalex.org/W2893063021","https://openalex.org/W2898709101","https://openalex.org/W2944016032","https://openalex.org/W2945450418","https://openalex.org/W2950030754","https://openalex.org/W2951588804","https://openalex.org/W2993515580","https://openalex.org/W2999255523","https://openalex.org/W3010004490","https://openalex.org/W3010464733","https://openalex.org/W3039035516","https://openalex.org/W3046459071","https://openalex.org/W3094595351","https://openalex.org/W3097486279","https://openalex.org/W3101391496","https://openalex.org/W3127597934","https://openalex.org/W3133989655","https://openalex.org/W3162039091","https://openalex.org/W3210155031","https://openalex.org/W4200464018","https://openalex.org/W4200600762","https://openalex.org/W4210329140","https://openalex.org/W4211116764","https://openalex.org/W4213053461","https://openalex.org/W4213379147","https://openalex.org/W4225597923","https://openalex.org/W4241074797","https://openalex.org/W4247665917","https://openalex.org/W4281649265","https://openalex.org/W4281763513","https://openalex.org/W4282977711","https://openalex.org/W4295951577","https://openalex.org/W4300870773","https://openalex.org/W4301398787","https://openalex.org/W4312105421","https://openalex.org/W4360600181","https://openalex.org/W4366494274","https://openalex.org/W4372307254","https://openalex.org/W4385805479"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W2227393071","https://openalex.org/W2166141227","https://openalex.org/W1995350144","https://openalex.org/W620566831","https://openalex.org/W2945184670","https://openalex.org/W3121111470","https://openalex.org/W2013497658","https://openalex.org/W3133980636"],"abstract_inverted_index":{"Abstract":[0],"Background:":[1],"The":[2,139,190,241,260,276,301,311],"integration":[3],"of":[4,16,27,36,130,163,166,193,224,279,282,309,313,383],"the":[5,14,25,34,73,116,119,127,131,164,194,198,204,207,234,238,247,250,265,271,287,321,325,329,345,351,359,365,381],"information":[6],"encoded":[7],"in":[8,153,286,337,341],"multiparametric":[9],"MRI":[10,31,67,113,375],"images":[11],"can":[12],"enhance":[13],"performance":[15,242],"machine-learning":[17],"classifiers.":[18],"In":[19],"this":[20],"study,":[21],"we":[22,133,179],"investigate":[23],"whether":[24],"combination":[26],"structural":[28,64,294,314,384],"and":[29,59,65,76,89,97,108,118,170,226,281,315,349,385],"functional":[30,66,109,296,316,386],"might":[32],"improve":[33],"performances":[35],"a":[37,135,148,154,159,171,181,219,222,256,373],"deep":[38],"learning":[39],"(DL)":[40],"model":[41,235],"trained":[42],"to":[43,53,126,185,203,230,306,335,344,350],"discriminate":[44],"subjects":[45,84,94],"with":[46,51,85,95,115,147,221,339,369],"Autism":[47],"Spectrum":[48],"Disorders":[49],"(ASD)":[50],"respect":[52],"typically":[54],"developing":[55],"controls":[56],"(TD).":[57],"Material":[58],"methods":[60],"We":[61,80,105],"analyzed":[62],"both":[63],"brain":[68,110,261,332,387],"scans":[69,114],"publicly":[70],"available":[71],"within":[72,255],"ABIDE":[74],"I":[75],"II":[77],"data":[78,136,165,188,216,370],"collections.":[79],"considered":[81],"1383":[82],"male":[83],"age":[86],"between":[87],"5":[88],"40":[90],"years,":[91],"including":[92],"680":[93],"ASD":[96,140,288,340],"703":[98],"TD":[99,142,290],"from":[100,112],"35":[101],"different":[102],"acquisition":[103],"sites.":[104],"extracted":[106],"morphometric":[107],"features":[111,262,297,318],"Freesurfer":[117],"CPAC":[120],"analysis":[121],"packages,":[122],"respectively.":[123,300],"Then,":[124,218],"due":[125],"multisite":[128],"nature":[129],"dataset,":[132],"implemented":[134,180],"harmonization":[137],"protocol.":[138],"vs.":[141,289],"classification":[143,176,267,366],"was":[144,243],"carried":[145],"out":[146],"multiple-input":[149],"DL":[150,266],"model,":[151],"consisting":[152],"neural":[155],"network":[156],"which":[157],"generates":[158],"fixed-length":[160],"feature":[161,212],"representation":[162],"each":[167,215],"modality":[168,376],"(FR-NN),":[169],"Dense":[172],"Neural":[173],"Network":[174,348],"for":[175,214,324],"(C-NN).":[177],"Specifically,":[178],"joint":[182,302,361],"fusion":[183,303,362],"approach":[184,304,363],"multiple":[186],"source":[187],"integration.":[189],"main":[191],"advantage":[192],"latter":[195],"is":[196,200],"that":[197,263,331,358],"loss":[199],"propagated":[201],"back":[202],"FR-NN":[205],"during":[206,233],"training,":[208,236],"thus":[209],"creating":[210],"informative":[211],"representations":[213],"modality.":[217],"C-NN,":[220],"number":[223],"layers":[225],"neurons":[227],"per":[228],"layer":[229],"be":[231],"optimized":[232],"performs":[237],"ASD-TD":[239],"discrimination.":[240],"evaluated":[244],"by":[245,270,372],"computing":[246],"Area":[248],"under":[249],"Receiver":[251],"Operating":[252],"Characteristic":[253],"curve":[254],"nested":[257],"10-fold":[258],"cross-validation.":[259],"drive":[264],"were":[268,284],"identified":[269,319],"SHAP":[272],"explainability":[273],"framework.":[274],"Results":[275],"AUC":[277,308],"values":[278],"0.66\u00b10.05":[280],"0.76\u00b10.04":[283],"obtained":[285,368],"discrimination":[291,327],"when":[292],"only":[293],"or":[295],"are":[298],"considered,":[299],"led":[305],"an":[307],"0.78\u00b10.04.":[310],"set":[312],"connectivity":[317],"as":[320,377],"most":[322],"important":[323],"two-class":[326],"supports":[328],"idea":[330],"changes":[333],"tend":[334],"occur":[336],"individuals":[338],"regions":[342],"belonging":[343],"Default":[346],"Mode":[347],"Social":[352],"Brain.":[353],"Conclusions":[354],"Our":[355],"results":[356,367],"demonstrate":[357],"multimodal":[360],"outperforms":[364],"acquired":[371],"single":[374],"it":[378],"efficiently":[379],"exploits":[380],"complementarity":[382],"information.":[388]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-01-13T00:00:00"}