{"id":"https://openalex.org/W2036816374","doi":"https://doi.org/10.1155/2013/867924","title":"Machine Learning Approaches: From Theory to Application in Schizophrenia","display_name":"Machine Learning Approaches: From Theory to Application in Schizophrenia","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2036816374","doi":"https://doi.org/10.1155/2013/867924","mag":"2036816374","pmid":"https://pubmed.ncbi.nlm.nih.gov/24489603"},"language":"en","primary_location":{"id":"doi:10.1155/2013/867924","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/867924","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/867924.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cmmm/2013/867924.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111740660","display_name":"E. Veronese","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152066","display_name":"IRCCS Eugenio Medea","ror":"https://ror.org/05ynr3m75","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152066","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elisa Veronese","raw_affiliation_strings":["Scientific Institute IRCCS \u201cEugenio Medea\u201d, San Vito al Tagliamento, 33078 Pordenone, Italy"],"affiliations":[{"raw_affiliation_string":"Scientific Institute IRCCS \u201cEugenio Medea\u201d, San Vito al Tagliamento, 33078 Pordenone, Italy","institution_ids":["https://openalex.org/I4210152066"]}]},{"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, 37134 Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Verona, 37134 Verona, Italy","institution_ids":["https://openalex.org/I119439378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038023333","display_name":"Denis Peruzzo","orcid":"https://orcid.org/0000-0002-9480-379X"},"institutions":[{"id":"https://openalex.org/I4210152066","display_name":"IRCCS Eugenio Medea","ror":"https://ror.org/05ynr3m75","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210152066","https://openalex.org/I4210153126"]},{"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":"Denis Peruzzo","raw_affiliation_strings":["Department of Informatics, University of Verona, 37134 Verona, Italy","Scientific Institute IRCCS \u201cEugenio Medea\u201d, Bosisio Parini, 23842 Lecco, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Verona, 37134 Verona, Italy","institution_ids":["https://openalex.org/I119439378"]},{"raw_affiliation_string":"Scientific Institute IRCCS \u201cEugenio Medea\u201d, Bosisio Parini, 23842 Lecco, Italy","institution_ids":["https://openalex.org/I4210152066"]}]},{"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"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marcella Bellani","raw_affiliation_strings":["Department of Public Health and Community Medicine, Section of Psychiatry and Section of Clinical Psychology, ICBN, University of Verona, 37134 Verona, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Public Health and Community Medicine, Section of Psychiatry and Section of Clinical Psychology, ICBN, University of Verona, 37134 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/I129043915","display_name":"University of Udine","ror":"https://ror.org/05ht0mh31","country_code":"IT","type":"education","lineage":["https://openalex.org/I129043915"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Paolo Brambilla","raw_affiliation_strings":["Department of Experimental & Clinical Medical Sciences (DISM), ICBN, University of Udine, 33100 Udine, Italy","Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX 77054, USA"],"affiliations":[{"raw_affiliation_string":"Department of Experimental & Clinical Medical Sciences (DISM), ICBN, University of Udine, 33100 Udine, Italy","institution_ids":["https://openalex.org/I129043915"]},{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, UT Houston Medical School, Houston, TX 77054, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5064520148"],"corresponding_institution_ids":["https://openalex.org/I129043915"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.7032,"has_fulltext":true,"cited_by_count":88,"citation_normalized_percentile":{"value":0.8322837,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"2013","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9987000226974487,"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":0.9987000226974487,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/terminology","display_name":"Terminology","score":0.7247350215911865},{"id":"https://openalex.org/keywords/schizophrenia","display_name":"Schizophrenia (object-oriented programming)","score":0.7119316458702087},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7025609016418457},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6950510740280151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6619369387626648},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.6289984583854675},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5932440757751465},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4531526565551758},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32080990076065063},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2968628406524658},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.13178697228431702}],"concepts":[{"id":"https://openalex.org/C547195049","wikidata":"https://www.wikidata.org/wiki/Q1725664","display_name":"Terminology","level":2,"score":0.7247350215911865},{"id":"https://openalex.org/C2776412080","wikidata":"https://www.wikidata.org/wiki/Q7431605","display_name":"Schizophrenia (object-oriented programming)","level":2,"score":0.7119316458702087},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7025609016418457},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6950510740280151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6619369387626648},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.6289984583854675},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5932440757751465},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4531526565551758},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32080990076065063},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2968628406524658},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.13178697228431702},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000648","qualifier_name":"ultrastructure","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":"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":"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":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D012559","descriptor_name":"Schizophrenia","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.1155/2013/867924","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/867924","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/867924.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},{"id":"pmid:24489603","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24489603","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":"Computational and mathematical methods in medicine","raw_type":null},{"id":"pmh:oai:air.unimi.it:2434/296709","is_oa":true,"landing_page_url":"http://hdl.handle.net/2434/296709","pdf_url":null,"source":{"id":"https://openalex.org/S4306400516","display_name":"Archivio Istituzionale della Ricerca (Universita Degli Studi Di Milano)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189158943","host_organization_name":"University of Milan","host_organization_lineage":["https://openalex.org/I189158943"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:air.uniud.it:11390/876420","is_oa":false,"landing_page_url":"http://hdl.handle.net/11390/876420","pdf_url":null,"source":{"id":"https://openalex.org/S4306401163","display_name":"Institutional Research Information System (University of Udine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I129043915","host_organization_name":"University of Udine","host_organization_lineage":["https://openalex.org/I129043915"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:4d85bdc70ccb492fb056c4e65632ced1","is_oa":true,"landing_page_url":"https://doaj.org/article/4d85bdc70ccb492fb056c4e65632ced1","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational and Mathematical Methods in Medicine, Vol 2013 (2013)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:2896892","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3893837","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":{"id":"doi:10.1155/2013/867924","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2013/867924","pdf_url":"https://downloads.hindawi.com/journals/cmmm/2013/867924.pdf","source":{"id":"https://openalex.org/S36980176","display_name":"Computational and Mathematical Methods in Medicine","issn_l":"1748-670X","issn":["1748-670X","1748-6718"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational and Mathematical Methods in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2589249717","display_name":null,"funder_award_id":"GR-2010-2319022","funder_id":"https://openalex.org/F4320321781","funder_display_name":"Ministero della Salute"},{"id":"https://openalex.org/G3965397300","display_name":null,"funder_award_id":"GR-2010","funder_id":"https://openalex.org/F4320321781","funder_display_name":"Ministero della Salute"},{"id":"https://openalex.org/G4182054413","display_name":null,"funder_award_id":"GR-2010-2316745","funder_id":"https://openalex.org/F4320321781","funder_display_name":"Ministero della Salute"},{"id":"https://openalex.org/G478123549","display_name":null,"funder_award_id":"GR-2010-2319022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G689017435","display_name":null,"funder_award_id":"GR-2010-2316745","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321781","display_name":"Ministero della Salute","ror":"https://ror.org/00789fa95"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2036816374.pdf","grobid_xml":"https://content.openalex.org/works/W2036816374.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W64750104","https://openalex.org/W181570977","https://openalex.org/W202986952","https://openalex.org/W1480708938","https://openalex.org/W1526741802","https://openalex.org/W1554944419","https://openalex.org/W1563088657","https://openalex.org/W1571835489","https://openalex.org/W1625255723","https://openalex.org/W1942644997","https://openalex.org/W1969959732","https://openalex.org/W1979062697","https://openalex.org/W1985994929","https://openalex.org/W1996657094","https://openalex.org/W1999693420","https://openalex.org/W2003067321","https://openalex.org/W2006261891","https://openalex.org/W2007483873","https://openalex.org/W2012993788","https://openalex.org/W2015779008","https://openalex.org/W2023642217","https://openalex.org/W2028739995","https://openalex.org/W2031823405","https://openalex.org/W2035720976","https://openalex.org/W2043962319","https://openalex.org/W2050066649","https://openalex.org/W2058982198","https://openalex.org/W2059566633","https://openalex.org/W2060144980","https://openalex.org/W2072026441","https://openalex.org/W2072735345","https://openalex.org/W2077485422","https://openalex.org/W2087347434","https://openalex.org/W2093882414","https://openalex.org/W2096538074","https://openalex.org/W2100657858","https://openalex.org/W2104971031","https://openalex.org/W2106664807","https://openalex.org/W2109743529","https://openalex.org/W2110448928","https://openalex.org/W2113870592","https://openalex.org/W2114530443","https://openalex.org/W2117897510","https://openalex.org/W2118312744","https://openalex.org/W2119848633","https://openalex.org/W2120216197","https://openalex.org/W2120515362","https://openalex.org/W2123225824","https://openalex.org/W2124386111","https://openalex.org/W2126061911","https://openalex.org/W2133502275","https://openalex.org/W2134731454","https://openalex.org/W2136538220","https://openalex.org/W2137664016","https://openalex.org/W2138745909","https://openalex.org/W2139212933","https://openalex.org/W2145295623","https://openalex.org/W2148080251","https://openalex.org/W2150884987","https://openalex.org/W2153635508","https://openalex.org/W2154158661","https://openalex.org/W2156909104","https://openalex.org/W2157072800","https://openalex.org/W2158485497","https://openalex.org/W2161955059","https://openalex.org/W2171188027","https://openalex.org/W2175777828","https://openalex.org/W2435338979","https://openalex.org/W2485403294","https://openalex.org/W2799061466","https://openalex.org/W3119651796","https://openalex.org/W3193477162","https://openalex.org/W3215186461"],"related_works":["https://openalex.org/W2350593162","https://openalex.org/W2390350206","https://openalex.org/W1969477129","https://openalex.org/W2921208823","https://openalex.org/W2353483812","https://openalex.org/W2131808775","https://openalex.org/W2130038259","https://openalex.org/W2360756181","https://openalex.org/W2374093222","https://openalex.org/W2003288100"],"abstract_inverted_index":{"In":[0,47],"recent":[1,31],"years,":[2],"machine":[3,97],"learning":[4],"approaches":[5,142],"have":[6,59],"been":[7,60],"successfully":[8],"applied":[9,38,61],"for":[10,42],"analysis":[11],"of":[12,20,30,45,75,88,119,122,154,168],"neuroimaging":[13,41],"data,":[14],"to":[15,62,136],"help":[16],"in":[17,25,39,73,93,134,149],"the":[18,43,52,89,108,120,123,127,151,161,166],"context":[19],"disease":[21],"diagnosis.":[22],"We":[23,156],"provide,":[24],"this":[26],"paper,":[27],"an":[28,117],"overview":[29],"support":[32],"vector":[33],"machine-based":[34],"methods":[35,170],"developed":[36],"and":[37,68,96,103],"psychiatric":[40],"investigation":[44],"schizophrenia.":[46,155],"particular,":[48],"we":[49,84,100],"focus":[50],"on":[51],"algorithms":[53],"implemented":[54],"by":[55,66,159,165],"our":[56],"group,":[57],"which":[58],"classify":[63],"subjects":[64],"affected":[65],"schizophrenia":[67],"healthy":[69],"controls,":[70],"comparing":[71],"them":[72],"terms":[74],"accuracy":[76],"results":[77,124],"with":[78],"other":[79],"recently":[80],"published":[81],"studies.":[82],"First":[83],"give":[85],"a":[86,146],"description":[87],"basic":[90],"terminology":[91],"used":[92],"pattern":[94],"recognition":[95],"learning.":[98],"Then":[99],"separately":[101],"summarize":[102],"explain":[104],"each":[105,113],"study,":[106],"highlighting":[107],"main":[109,162],"features":[110],"that":[111],"characterize":[112],"method.":[114],"Finally,":[115],"as":[116],"outcome":[118],"comparison":[121],"obtained":[125],"applying":[126],"described":[128],"different":[129],"techniques,":[130],"conclusions":[131],"are":[132],"drawn":[133],"order":[135],"understand":[137],"how":[138],"much":[139],"automatic":[140],"classification":[141],"can":[143],"be":[144],"considered":[145],"useful":[147],"tool":[148],"understanding":[150],"biological":[152],"underpinnings":[153],"then":[157],"conclude":[158],"discussing":[160],"implications":[163],"achievable":[164],"application":[167],"these":[169],"into":[171],"clinical":[172],"practice.":[173]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":3}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
