{"id":"https://openalex.org/W2192873897","doi":"https://doi.org/10.1016/j.neuroimage.2015.12.007","title":"Classification of first-episode psychosis in a large cohort of patients using support vector machine and multiple kernel learning techniques","display_name":"Classification of first-episode psychosis in a large cohort of patients using support vector machine and multiple kernel learning techniques","publication_year":2015,"publication_date":"2015-12-17","ids":{"openalex":"https://openalex.org/W2192873897","doi":"https://doi.org/10.1016/j.neuroimage.2015.12.007","mag":"2192873897","pmid":"https://pubmed.ncbi.nlm.nih.gov/26690803"},"language":"en","primary_location":{"id":"doi:10.1016/j.neuroimage.2015.12.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2015.12.007","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006570879","display_name":"Letizia Squarcina","orcid":"https://orcid.org/0000-0001-6209-4629"},"institutions":[{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]},{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Letizia Squarcina","raw_affiliation_strings":["UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy"],"affiliations":[{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070645298","display_name":"Umberto Castellani","orcid":"https://orcid.org/0000-0002-6099-5682"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Umberto Castellani","raw_affiliation_strings":["Department of Informatics, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010384413","display_name":"Marcella Bellani","orcid":"https://orcid.org/0000-0003-1727-5396"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]},{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcella Bellani","raw_affiliation_strings":["UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy"],"affiliations":[{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027230168","display_name":"Cinzia Perlini","orcid":"https://orcid.org/0000-0002-4281-0920"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cinzia Perlini","raw_affiliation_strings":["InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy; Department of Public Health and Community Medicine, Section of Clinical Psychology, University of Verona, Verona, Italy","Department of Public Health and Community Medicine, Section of Clinical Psychology, University of Verona, Verona, Italy","InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy; Department of Public Health and Community Medicine, Section of Clinical Psychology, University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Public Health and Community Medicine, Section of Clinical Psychology, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076678507","display_name":"Antonio Lasalvia","orcid":"https://orcid.org/0000-0001-9963-6081"},"institutions":[{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Lasalvia","raw_affiliation_strings":["UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy"],"affiliations":[{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047167769","display_name":"Nicola Dusi","orcid":"https://orcid.org/0000-0003-2204-0030"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]},{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nicola Dusi","raw_affiliation_strings":["UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy"],"affiliations":[{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084018335","display_name":"Chiara Bonetto","orcid":"https://orcid.org/0000-0001-9895-6403"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Chiara Bonetto","raw_affiliation_strings":["Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007737177","display_name":"Doriana Cristofalo","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Doriana Cristofalo","raw_affiliation_strings":["Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079691884","display_name":"Sarah Tosato","orcid":"https://orcid.org/0000-0002-9665-7538"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sarah Tosato","raw_affiliation_strings":["Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055899334","display_name":"Gianluca Rambaldelli","orcid":"https://orcid.org/0000-0001-6921-6553"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianluca Rambaldelli","raw_affiliation_strings":["InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy; Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy; Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"InterUniversity Centre for Behavioural Neurosciences (ICBN), University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049398211","display_name":"Franco Alessandrini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Franco Alessandrini","raw_affiliation_strings":["Neuroradiology Department, Azienda Ospedaliera Universitaria, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Neuroradiology Department, Azienda Ospedaliera Universitaria, Verona, Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075450972","display_name":"Giada Zoccatelli","orcid":"https://orcid.org/0000-0002-8939-8021"},"institutions":[{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giada Zoccatelli","raw_affiliation_strings":["Neuroradiology Department, Azienda Ospedaliera Universitaria, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Neuroradiology Department, Azienda Ospedaliera Universitaria, Verona, Italy","institution_ids":["https://openalex.org/I4210094363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017273160","display_name":"Roberto Pozzi Mucelli","orcid":"https://orcid.org/0000-0002-3163-0596"},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Pozzi-Mucelli","raw_affiliation_strings":["Department of Radiology, G.B. Rossi Hospital, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, G.B. Rossi Hospital, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027363768","display_name":"Dario Lamonaca","orcid":null},"institutions":[{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Dario Lamonaca","raw_affiliation_strings":["Department of Psychiatry, CSM AULSS 21 Legnago, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, CSM AULSS 21 Legnago, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035573474","display_name":"Enrico Ceccato","orcid":"https://orcid.org/0000-0002-2902-9793"},"institutions":[{"id":"https://openalex.org/I4210087357","display_name":"Ospedale Maggiore","ror":"https://ror.org/0053ctp29","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210087357"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Ceccato","raw_affiliation_strings":["Department of Mental Health, Hospital of Montecchio Maggiore, Vicenza, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mental Health, Hospital of Montecchio Maggiore, Vicenza, Italy","institution_ids":["https://openalex.org/I4210087357"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110287590","display_name":"Francesca Pileggi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119117","display_name":"Azienda USL di Bologna","ror":"https://ror.org/02mby1820","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210119117"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Pileggi","raw_affiliation_strings":["Department of Mental Health, Azienda ULSS Bologna, Bologna, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mental Health, Azienda ULSS Bologna, Bologna, Italy","institution_ids":["https://openalex.org/I4210119117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010892669","display_name":"Fausto Mazzi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fausto Mazzi","raw_affiliation_strings":["Department of Mental Health, Modena, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Mental Health, Modena, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072582161","display_name":"Santonastaso Paolo","orcid":null},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Santonastaso","raw_affiliation_strings":["Department of Neuroscience, University of Padova, Padova, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, University of Padova, Padova, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002548861","display_name":"Mirella Ruggeri","orcid":"https://orcid.org/0000-0002-9344-0528"},"institutions":[{"id":"https://openalex.org/I4210094363","display_name":"Azienda Ospedaliera Universitaria Integrata Verona","ror":"https://ror.org/00sm8k518","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210094363"]},{"id":"https://openalex.org/I119439378","display_name":"University of Verona","ror":"https://ror.org/039bp8j42","country_code":"IT","type":"education","lineage":["https://openalex.org/I119439378"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirella Ruggeri","raw_affiliation_strings":["UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy"],"affiliations":[{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy; Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":[]},{"raw_affiliation_string":"UOC Psychiatry, Azienda Ospedaliera Universitaria Integrata Verona (AOUI), Italy","institution_ids":["https://openalex.org/I4210094363"]},{"raw_affiliation_string":"Section of Psychiatry, Department of Neurological, Biomedical and Movement Sciences, University of Verona, Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064520148","display_name":"Paolo Brambilla","orcid":"https://orcid.org/0000-0002-4021-8456"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I2803066834","display_name":"Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico","ror":"https://ror.org/016zn0y21","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2803066834","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I189158943","display_name":"University of Milan","ror":"https://ror.org/00wjc7c48","country_code":"IT","type":"education","lineage":["https://openalex.org/I189158943"]}],"countries":["IT","US"],"is_corresponding":true,"raw_author_name":"Paolo Brambilla","raw_affiliation_strings":["Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy; Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, TX, USA. Electronic address: paolo.brambilla1@unimi.it","Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, TX, USA","Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy; Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, TX, USA. Electronic address: paolo.brambilla1@unimi.it","institution_ids":[]},{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, University of Texas Health Science Center at Houston, TX, USA","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"Department of Neurosciences and Mental Health, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, University of Milan, Milan, Italy","institution_ids":["https://openalex.org/I2803066834","https://openalex.org/I189158943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":20,"corresponding_author_ids":["https://openalex.org/A5064520148"],"corresponding_institution_ids":["https://openalex.org/I189158943","https://openalex.org/I2803066834","https://openalex.org/I919571938"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":null,"fwci":3.4644,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.92914959,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"145","issue":"Pt B","first_page":"238","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":1.0,"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":1.0,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/support-vector-machine","display_name":"Support vector machine","score":0.6982253789901733},{"id":"https://openalex.org/keywords/multiple-kernel-learning","display_name":"Multiple kernel learning","score":0.6595854759216309},{"id":"https://openalex.org/keywords/psychosis","display_name":"Psychosis","score":0.6581053733825684},{"id":"https://openalex.org/keywords/confounding","display_name":"Confounding","score":0.6305416226387024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6294249892234802},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5549032092094421},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.5452776551246643},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5396457314491272},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5318629145622253},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.48457109928131104},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4793342053890228},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47364962100982666},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.4591469466686249},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4445909261703491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4279637336730957},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3872078061103821},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2834240794181824},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.23414215445518494},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.2316594123840332},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21514838933944702},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15415078401565552},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10694137215614319}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6982253789901733},{"id":"https://openalex.org/C2776879701","wikidata":"https://www.wikidata.org/wiki/Q25048660","display_name":"Multiple kernel learning","level":4,"score":0.6595854759216309},{"id":"https://openalex.org/C2779727114","wikidata":"https://www.wikidata.org/wiki/Q170082","display_name":"Psychosis","level":2,"score":0.6581053733825684},{"id":"https://openalex.org/C77350462","wikidata":"https://www.wikidata.org/wiki/Q1125472","display_name":"Confounding","level":2,"score":0.6305416226387024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6294249892234802},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5549032092094421},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.5452776551246643},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5396457314491272},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5318629145622253},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.48457109928131104},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4793342053890228},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47364962100982666},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.4591469466686249},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4445909261703491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4279637336730957},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3872078061103821},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2834240794181824},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.23414215445518494},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.2316594123840332},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21514838933944702},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15415078401565552},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10694137215614319},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D002540","descriptor_name":"Cerebral Cortex","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011618","descriptor_name":"Psychotic Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011618","descriptor_name":"Psychotic Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D011618","descriptor_name":"Psychotic Disorders","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.neuroimage.2015.12.007","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neuroimage.2015.12.007","pdf_url":null,"source":{"id":"https://openalex.org/S103225281","display_name":"NeuroImage","issn_l":"1053-8119","issn":["1053-8119","1095-9572"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":"journal-article"},{"id":"pmid:26690803","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26690803","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NeuroImage","raw_type":null},{"id":"pmh:oai:iris.unitn.it:11572/455372","is_oa":false,"landing_page_url":"https://hdl.handle.net/11572/455372","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.research.unipd.it:11577/3190046","is_oa":false,"landing_page_url":"http://hdl.handle.net/11577/3190046","pdf_url":null,"source":{"id":"https://openalex.org/S4377196283","display_name":"Research Padua  Archive (University of Padua)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138689650","host_organization_name":"University of Padua","host_organization_lineage":["https://openalex.org/I138689650"],"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":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5400000214576721}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321781","display_name":"Ministero della Salute","ror":"https://ror.org/00789fa95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W151529754","https://openalex.org/W949293872","https://openalex.org/W1528905581","https://openalex.org/W1947819818","https://openalex.org/W1967052544","https://openalex.org/W1975488313","https://openalex.org/W1977186726","https://openalex.org/W1984185054","https://openalex.org/W1984944505","https://openalex.org/W1987872745","https://openalex.org/W1991448791","https://openalex.org/W1994311525","https://openalex.org/W1999693420","https://openalex.org/W2003800343","https://openalex.org/W2005957988","https://openalex.org/W2010569051","https://openalex.org/W2016557887","https://openalex.org/W2028739995","https://openalex.org/W2031823405","https://openalex.org/W2036816374","https://openalex.org/W2039397313","https://openalex.org/W2043962319","https://openalex.org/W2045394963","https://openalex.org/W2054238640","https://openalex.org/W2056423424","https://openalex.org/W2057758167","https://openalex.org/W2059805054","https://openalex.org/W2067217888","https://openalex.org/W2071797780","https://openalex.org/W2093625493","https://openalex.org/W2093664022","https://openalex.org/W2094637188","https://openalex.org/W2101135654","https://openalex.org/W2104986537","https://openalex.org/W2108288141","https://openalex.org/W2114573119","https://openalex.org/W2116858184","https://openalex.org/W2120866479","https://openalex.org/W2125403969","https://openalex.org/W2134222265","https://openalex.org/W2146682440","https://openalex.org/W2146847915","https://openalex.org/W2148603752","https://openalex.org/W2149425620","https://openalex.org/W2156363510","https://openalex.org/W2163400471","https://openalex.org/W2163816642","https://openalex.org/W2170644672","https://openalex.org/W4245173900","https://openalex.org/W6606200659","https://openalex.org/W6658434593","https://openalex.org/W6665149586"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2985746494","https://openalex.org/W4206042385","https://openalex.org/W2049003611","https://openalex.org/W2511384863","https://openalex.org/W2096089271","https://openalex.org/W2923628599","https://openalex.org/W2051519658","https://openalex.org/W2127804977"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-26T15:22:09.906841","created_date":"2025-10-10T00:00:00"}