{"id":"https://openalex.org/W2320566532","doi":"https://doi.org/10.5080/u11198","title":"Bayesian networks: Overcoming the Limitations of the Descriptive and Categorical Approaches in Psychiatric Diagnosis. A proposal.","display_name":"Bayesian networks: Overcoming the Limitations of the Descriptive and Categorical Approaches in Psychiatric Diagnosis. A proposal.","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2320566532","doi":"https://doi.org/10.5080/u11198","mag":"2320566532","pmid":"https://pubmed.ncbi.nlm.nih.gov/25742032"},"language":"tr","primary_location":{"id":"doi:10.5080/u11198","doi":"https://doi.org/10.5080/u11198","is_oa":false,"landing_page_url":"https://doi.org/10.5080/u11198","pdf_url":null,"source":{"id":"https://openalex.org/S2756333981","display_name":"Turkish Journal of Psychiatry","issn_l":"1300-2163","issn":["1300-2163"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","medline","poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Psychiatry","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5052857462","display_name":"Soli Sorias","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Soli Sorias","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5052857462"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2834,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.63127131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"26","issue":"1","first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.37549999356269836,"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":0.37549999356269836,"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/T12308","display_name":"Mental Health and Psychiatry","score":0.31790000200271606,"subfield":{"id":"https://openalex.org/subfields/1211","display_name":"Philosophy"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.05420000106096268,"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/bayesian-networks","display_name":"Bayesian networks","score":0.9980000257492065},{"id":"https://openalex.org/keywords/psychiatric-diagnosis","display_name":"psychiatric diagnosis","score":0.9980000257492065},{"id":"https://openalex.org/keywords/dimensional-diagnosis","display_name":"dimensional diagnosis","score":0.9440000057220459},{"id":"https://openalex.org/keywords/categorical-diagnosis","display_name":"categorical diagnosis","score":0.7760000228881836},{"id":"https://openalex.org/keywords/diagnostic-certainty","display_name":"diagnostic certainty","score":0.6769999861717224},{"id":"https://openalex.org/keywords/diagnostic-probability","display_name":"diagnostic probability","score":0.46399998664855957},{"id":"https://openalex.org/keywords/diagnostic-classification-systems","display_name":"diagnostic classification systems","score":0.4269999861717224},{"id":"https://openalex.org/keywords/research-domain-criteria","display_name":"Research Domain Criteria","score":0.8500000238418579},{"id":"https://openalex.org/keywords/comorbidity","display_name":"comorbidities","score":0.8579999804496765},{"id":"https://openalex.org/keywords/diagnostic-cut-off-values","display_name":"diagnostic thresholds","score":0.5260000228881836}],"concepts":[{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.8986824750900269},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.6265953183174133},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5865769386291504},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44506993889808655},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.4166339039802551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40846800804138184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39462125301361084},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.34194570779800415},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30977296829223633},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.273409903049469},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2309418022632599}],"mesh":[{"descriptor_ui":"D001499","descriptor_name":"Bayes Theorem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001523","descriptor_name":"Mental Disorders","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D003661","descriptor_name":"Decision Support Techniques","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":"D039721","descriptor_name":"Diagnostic and Statistical Manual of Mental Disorders","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.5080/u11198","doi":"https://doi.org/10.5080/u11198","is_oa":false,"landing_page_url":"https://doi.org/10.5080/u11198","pdf_url":null,"source":{"id":"https://openalex.org/S2756333981","display_name":"Turkish Journal of Psychiatry","issn_l":"1300-2163","issn":["1300-2163"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","medline","poland-20","russia-white-list-3"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Turkish Journal of Psychiatry","raw_type":"journal-article"},{"id":"pmid:25742032","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25742032","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,"listed_in":[],"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":"Turk psikiyatri dergisi = Turkish journal of psychiatry","raw_type":"English Abstract"},{"id":"mag:2431073450","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25742032","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,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":"PubMed","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8048999905586243}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W132640571","https://openalex.org/W604586230","https://openalex.org/W1492518391","https://openalex.org/W1580653837","https://openalex.org/W1582530249","https://openalex.org/W1723840021","https://openalex.org/W1741139424","https://openalex.org/W1835849596","https://openalex.org/W1882002152","https://openalex.org/W1970902974","https://openalex.org/W1977465442","https://openalex.org/W1984203051","https://openalex.org/W1994853189","https://openalex.org/W1997303201","https://openalex.org/W2014545632","https://openalex.org/W2015182633","https://openalex.org/W2021012515","https://openalex.org/W2024534950","https://openalex.org/W2029965664","https://openalex.org/W2046792752","https://openalex.org/W2050914903","https://openalex.org/W2067750320","https://openalex.org/W2081501397","https://openalex.org/W2081810797","https://openalex.org/W2081843991","https://openalex.org/W2091095613","https://openalex.org/W2093120878","https://openalex.org/W2094090073","https://openalex.org/W2106273103","https://openalex.org/W2108044724","https://openalex.org/W2111244252","https://openalex.org/W2112370365","https://openalex.org/W2112722199","https://openalex.org/W2118540296","https://openalex.org/W2119394710","https://openalex.org/W2119902118","https://openalex.org/W2125664898","https://openalex.org/W2126514543","https://openalex.org/W2127391841","https://openalex.org/W2127838044","https://openalex.org/W2132051429","https://openalex.org/W2132353904","https://openalex.org/W2134569588","https://openalex.org/W2136033660","https://openalex.org/W2139369062","https://openalex.org/W2142433942","https://openalex.org/W2147041601","https://openalex.org/W2148659769","https://openalex.org/W2160598114","https://openalex.org/W2164568295","https://openalex.org/W2169288958","https://openalex.org/W4256617328","https://openalex.org/W4295846649"],"related_works":["https://openalex.org/W2276048713","https://openalex.org/W3151035878","https://openalex.org/W2127391841","https://openalex.org/W2312031953","https://openalex.org/W7034476924","https://openalex.org/W7096944396","https://openalex.org/W2751674185","https://openalex.org/W7036335305","https://openalex.org/W1239924774","https://openalex.org/W7033470834"],"abstract_inverted_index":{"Efforts":[0],"to":[1,83,95,180,217],"overcome":[2],"the":[3,15,33,51,54,57,63,127,150,156,186,192,197,205,222,234],"problems":[4],"of":[5,26,35,50,53,59,65,90,138,149,158,200,208],"descriptive":[6],"and":[7,47,75,86,99,121,143,161,164,233],"categorical":[8],"approaches":[9],"have":[10],"not":[11,174],"yielded":[12],"results.":[13],"In":[14],"present":[16,218],"article,":[17],"psychiatric":[18],"diagnosis":[19,64,103,232],"using":[20],"Bayesian":[21,30,60,153,193,223],"networks":[22,31,61],"is":[23,135],"proposed.":[24],"Instead":[25],"a":[27,42,48,102,107],"yes/no":[28],"decision,":[29],"give":[32],"probability":[34],"diagnostic":[36,128,151,198],"category":[37],"inclusion,":[38],"thereby":[39],"yielding":[40],"both":[41],"graded,":[43],"i.e.,":[44],"dimensional":[45],"diagnosis,":[46],"value":[49],"certainty":[52],"diagnosis.":[55],"With":[56],"use":[58],"in":[62,81,176],"mental":[66,209],"disorders,":[67],"information":[68],"about":[69],"etiology,":[70],"associated":[71],"features,":[72],"treatment":[73],"outcome,":[74],"laboratory":[76],"results":[77],"may":[78,165,225],"be":[79,111,131,166,214,226],"used":[80,167],"addition":[82],"clinical":[84],"signs":[85],"symptoms,":[87],"with":[88,106,114,169],"each":[89],"these":[91],"factors":[92],"contributing":[93],"proportionally":[94],"their":[96],"own":[97],"specificity":[98],"sensitivity.":[100],"Furthermore,":[101],"(albeit":[104],"one":[105],"lower":[108],"probability)":[109],"can":[110,130,213],"made":[112],"even":[113],"incomplete,":[115],"uncertain,":[116],"or":[117,140],"partially":[118],"erroneous":[119],"information,":[120],"patients":[122],"whose":[123],"symptoms":[124],"are":[125],"below":[126],"threshold":[129],"evaluated.":[132],"Lastly,":[133],"there":[134],"no":[136],"need":[137,173],"NOS":[139],"\"unspecified\"":[141],"categories,":[142],"comorbid":[144],"disorders":[145],"become":[146],"different":[147],"dimensions":[148],"evaluation.":[152],"diagnoses":[154],"allow":[155],"preservation":[157],"current":[159],"categories":[160,202],"assessment":[162],"methods,":[163],"concurrently":[168],"criteria-based":[170,231],"diagnoses.":[171],"Users":[172],"put":[175],"extra":[177],"effort":[178],"except":[179],"collect":[181],"more":[182],"comprehensive":[183],"information.":[184],"Unlike":[185],"Research":[187],"Domain":[188],"Criteria":[189],"(RDoC)":[190],"project,":[191],"approach":[194,224],"neither":[195],"increases":[196],"validity":[199],"existing":[201],"nor":[203],"explains":[204],"pathophysiological":[206],"mechanisms":[207],"disorders.":[210],"It,":[211],"however,":[212],"readily":[215],"integrated":[216],"classification":[219],"systems.":[220],"Therefore,":[221],"an":[227],"intermediate":[228],"phase":[229],"between":[230],"RDoC":[235],"ideal.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
