{"id":"https://openalex.org/W2209565246","doi":"https://doi.org/10.1162/neco_a_00805","title":"Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis","display_name":"Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis","publication_year":2015,"publication_date":"2015-12-14","ids":{"openalex":"https://openalex.org/W2209565246","doi":"https://doi.org/10.1162/neco_a_00805","mag":"2209565246","pmid":"https://pubmed.ncbi.nlm.nih.gov/26654208"},"language":"en","primary_location":{"id":"doi:10.1162/neco_a_00805","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00805","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","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/A5037473201","display_name":"Isabel Valera","orcid":"https://orcid.org/0000-0002-6440-4376"},"institutions":[{"id":"https://openalex.org/I4210121786","display_name":"Max Planck Institute for Software Systems","ror":"https://ror.org/02pe2kf23","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210121786"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Isabel Valera","raw_affiliation_strings":["Max Planck Institute for Software Systems, 67663 Kaiserslautern, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Software Systems, 67663 Kaiserslautern, Germany","institution_ids":["https://openalex.org/I4210121786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101992030","display_name":"Francisco J. R. Ruiz","orcid":"https://orcid.org/0000-0002-2200-901X"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco J. R. Ruiz","raw_affiliation_strings":["Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Spain; Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain; and Department of Computer Science, Columbia University, New York, NY 10027, U.S.A","Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Spain; Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain; and Department of Computer Science, Columbia University, New York, NY 10027, U.S.A","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066828138","display_name":"Pablo M. Olmos","orcid":"https://orcid.org/0000-0003-4276-5178"},"institutions":[{"id":"https://openalex.org/I2960094004","display_name":"Hospital General Universitario Gregorio Mara\u00f1\u00f3n","ror":"https://ror.org/0111es613","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I2960094004","https://openalex.org/I4210139293"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Pablo M. Olmos","raw_affiliation_strings":["Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid, and Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid, and Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain","institution_ids":["https://openalex.org/I2960094004","https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015270347","display_name":"Carlos Blanco","orcid":"https://orcid.org/0000-0001-6187-3057"},"institutions":[{"id":"https://openalex.org/I33086117","display_name":"New York Psychoanalytic Society and Institute","ror":"https://ror.org/05azenf09","country_code":"US","type":"other","lineage":["https://openalex.org/I33086117"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Carlos Blanco","raw_affiliation_strings":["Department of Psychiatry, New York State Psychiatric Institute, Columbia University, New York, NY 10032, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry, New York State Psychiatric Institute, Columbia University, New York, NY 10032, U.S.A","institution_ids":["https://openalex.org/I33086117"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088555568","display_name":"Fernando P\u00e9rez\u2010Cruz","orcid":"https://orcid.org/0000-0001-8996-5076"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Fernando Perez-Cruz","raw_affiliation_strings":["Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid; Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain; and Bell Labs, Alcatel-Lucent, New Providence, NJ 07974, U. S. A","Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid; Gregorio Mara\u00f1\u00f3n Health Research Institute, 28007 Madrid, Spain; and Bell Labs, Alcatel-Lucent, New Providence, NJ 07974, U. S. A","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Department of Signal Processing and Communications, University Carlos III in Madrid, 28911 Leganes, Madrid","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015270347","https://openalex.org/A5037473201","https://openalex.org/A5066828138","https://openalex.org/A5088555568","https://openalex.org/A5101992030"],"corresponding_institution_ids":["https://openalex.org/I2960094004","https://openalex.org/I33086117","https://openalex.org/I4210121786","https://openalex.org/I50357001"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10735112,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"2","first_page":"354","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9919000267982483,"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"}},{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.7878310680389404},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5999906063079834},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5767808556556702},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.56122887134552},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.5431034564971924},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4926198124885559},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.47446209192276},{"id":"https://openalex.org/keywords/comorbidity","display_name":"Comorbidity","score":0.45236796140670776},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3798424005508423},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.35507071018218994},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.3526068329811096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3481532633304596},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32316458225250244}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.7878310680389404},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5999906063079834},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5767808556556702},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.56122887134552},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.5431034564971924},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4926198124885559},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.47446209192276},{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.45236796140670776},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3798424005508423},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.35507071018218994},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3526068329811096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3481532633304596},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32316458225250244},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010554","descriptor_name":"Personality Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D010554","descriptor_name":"Personality Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D010554","descriptor_name":"Personality Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D014481","descriptor_name":"United States","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019964","descriptor_name":"Mood Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D019964","descriptor_name":"Mood Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D019964","descriptor_name":"Mood Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D019966","descriptor_name":"Substance-Related Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D019966","descriptor_name":"Substance-Related Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D019966","descriptor_name":"Substance-Related Disorders","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1162/neco_a_00805","is_oa":false,"landing_page_url":"https://doi.org/10.1162/neco_a_00805","pdf_url":null,"source":{"id":"https://openalex.org/S207023548","display_name":"Neural Computation","issn_l":"0899-7667","issn":["0899-7667","1530-888X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315718","host_organization_name":"The MIT Press","host_organization_lineage":["https://openalex.org/P4310315718"],"host_organization_lineage_names":["The MIT Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computation","raw_type":"journal-article"},{"id":"pmid:26654208","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26654208","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":"Neural computation","raw_type":null},{"id":"pmh:oai:generic.eprints.org:1034545","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/1034545/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:pure.mpg.de:item_2243491","is_oa":false,"landing_page_url":"http://hdl.handle.net/11858/00-001M-0000-0029-66D1-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400654","display_name":"MPG.PuRe (Max Planck Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149899117","host_organization_name":"Max Planck Society","host_organization_lineage":["https://openalex.org/I149899117"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Computation","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W44447720","https://openalex.org/W63792389","https://openalex.org/W336602872","https://openalex.org/W1583700866","https://openalex.org/W1625086225","https://openalex.org/W1905898145","https://openalex.org/W1934021597","https://openalex.org/W2037819798","https://openalex.org/W2056760934","https://openalex.org/W2059403298","https://openalex.org/W2104827998","https://openalex.org/W2115976142","https://openalex.org/W2126700535","https://openalex.org/W2127477036","https://openalex.org/W2138309709","https://openalex.org/W2140966562","https://openalex.org/W2151766597","https://openalex.org/W2154058918","https://openalex.org/W2156140776","https://openalex.org/W2156604399","https://openalex.org/W2166471851","https://openalex.org/W2167810193","https://openalex.org/W2544343951","https://openalex.org/W2559997609","https://openalex.org/W2604272474","https://openalex.org/W2913838200","https://openalex.org/W2990138404","https://openalex.org/W2992769304","https://openalex.org/W3098360732","https://openalex.org/W4230606553"],"related_works":["https://openalex.org/W2179772789","https://openalex.org/W1522817657","https://openalex.org/W2042394538","https://openalex.org/W4280535804","https://openalex.org/W2165807738","https://openalex.org/W1999814693","https://openalex.org/W2154373972","https://openalex.org/W2149767430","https://openalex.org/W3087071515","https://openalex.org/W4283077537"],"abstract_inverted_index":{"We":[0,114],"aim":[1],"at":[2],"finding":[3],"the":[4,15,18,45,51,73,83,95,105,109],"comorbidity":[5],"patterns":[6],"of":[7,131],"substance":[8],"abuse,":[9],"mood":[10],"and":[11,24,59,89],"personality":[12],"disorders":[13],"using":[14],"diagnoses":[16],"from":[17],"National":[19],"Epidemiologic":[20],"Survey":[21],"on":[22,44],"Alcohol":[23],"Related":[25],"Conditions":[26],"database.":[27],"To":[28],"this":[29],"end,":[30],"we":[31],"propose":[32],"a":[33,87,117,132],"novel":[34],"Bayesian":[35],"nonparametric":[36],"latent":[37,52,74,97],"feature":[38],"model":[39,63,127],"for":[40,68,125],"categorical":[41],"observations,":[42],"based":[43],"Indian":[46],"buffet":[47],"process,":[48],"in":[49],"which":[50,79,102,108],"variables":[53],"can":[54],"take":[55,99],"values":[56],"between":[57,82],"0":[58],"1.":[60],"The":[61],"proposed":[62],"has":[64,111],"several":[65],"interesting":[66],"features":[67,75,98],"modeling":[69,104],"psychiatric":[70],"disorders.":[71],"First,":[72],"might":[76],"be":[77],"off,":[78],"allows":[80,103],"distinguishing":[81],"subjects":[84],"who":[85,91],"suffer":[86],"condition":[88],"those":[90],"do":[92],"not.":[93],"Second,":[94],"active":[96],"positive":[100],"values,":[101],"extent":[106],"to":[107],"patient":[110],"that":[112,128],"condition.":[113],"also":[115],"develop":[116],"new":[118],"Markov":[119],"chain":[120],"Monte":[121],"Carlo":[122],"inference":[123],"algorithm":[124],"our":[126],"makes":[129],"use":[130],"nested":[133],"expectation":[134],"propagation":[135],"procedure.":[136]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
