{"id":"https://openalex.org/W1563342830","doi":"https://doi.org/10.3233/978-1-60750-044-5-600","title":"Comparison of Bayesian Network and Decision Tree Methods for Predicting Access to the Renal Transplant Waiting List","display_name":"Comparison of Bayesian Network and Decision Tree Methods for Predicting Access to the Renal Transplant Waiting List","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1563342830","doi":"https://doi.org/10.3233/978-1-60750-044-5-600","mag":"1563342830","pmid":"https://pubmed.ncbi.nlm.nih.gov/19745382"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-60750-044-5-600","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-044-5-600","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"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/A5006462902","display_name":"Sahar Bayat","orcid":"https://orcid.org/0000-0002-2066-183X"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bayat Sahar","raw_affiliation_strings":["INSERM U936, Universit\u00e9 Rennes 1, IFR 140, Rennes, France. sahar.bayat@chu-rennes.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM U936, Universit\u00e9 Rennes 1, IFR 140, Rennes, France. sahar.bayat@chu-rennes.fr","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048180788","display_name":"Marc Cuggia","orcid":"https://orcid.org/0000-0001-6943-3937"},"institutions":[{"id":"https://openalex.org/I4210161954","display_name":"D\u00e9partement d'Informatique","ror":"https://ror.org/05y6rqs46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210159245","https://openalex.org/I4210161954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Cuggia Marc","raw_affiliation_strings":["Laboratoire d'Informatique M\u00e9dicale","Mod\u00e9lisation Conceptuelle des Connaissances Biom\u00e9dicales"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire d'Informatique M\u00e9dicale","institution_ids":["https://openalex.org/I4210161954"]},{"raw_affiliation_string":"Mod\u00e9lisation Conceptuelle des Connaissances Biom\u00e9dicales","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081968072","display_name":"Delphine Rossille","orcid":"https://orcid.org/0000-0002-7892-9018"},"institutions":[{"id":"https://openalex.org/I4210161954","display_name":"D\u00e9partement d'Informatique","ror":"https://ror.org/05y6rqs46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I2746051580","https://openalex.org/I29607241","https://openalex.org/I4210159245","https://openalex.org/I4210161954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Rossille Delphine","raw_affiliation_strings":["Mod\u00e9lisation Conceptuelle des Connaissances Biom\u00e9dicales","Laboratoire d'Informatique M\u00e9dicale"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mod\u00e9lisation Conceptuelle des Connaissances Biom\u00e9dicales","institution_ids":[]},{"raw_affiliation_string":"Laboratoire d'Informatique M\u00e9dicale","institution_ids":["https://openalex.org/I4210161954"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kessler Mich&egrave;le","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Kessler Mich&egrave;le","raw_affiliation_strings":["Service de N\u00e9phrologie [CHRU Nancy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service de N\u00e9phrologie [CHRU Nancy]","institution_ids":["https://openalex.org/I4210100260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084509236","display_name":"Luc Frimat","orcid":"https://orcid.org/0000-0002-8611-7351"},"institutions":[{"id":"https://openalex.org/I4210100260","display_name":"Centre Hospitalier R\u00e9gional et Universitaire de Nancy","ror":"https://ror.org/016ncsr12","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210100260"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Frimat Luc","raw_affiliation_strings":["Service de N\u00e9phrologie [CHRU Nancy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Service de N\u00e9phrologie [CHRU Nancy]","institution_ids":["https://openalex.org/I4210100260"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6657,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.86877076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"150","issue":null,"first_page":"600","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9916999936103821,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9815000295639038,"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/T11719","display_name":"Data Quality and Management","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/renal-transplant","display_name":"Renal transplant","score":0.756872832775116},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7139225006103516},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6921971440315247},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5533042550086975},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38038891553878784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32422077655792236},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2932528555393219},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.15742695331573486},{"id":"https://openalex.org/keywords/transplantation","display_name":"Transplantation","score":0.14113926887512207}],"concepts":[{"id":"https://openalex.org/C2992666275","wikidata":"https://www.wikidata.org/wiki/Q740909","display_name":"Renal transplant","level":3,"score":0.756872832775116},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7139225006103516},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6921971440315247},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5533042550086975},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38038891553878784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32422077655792236},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2932528555393219},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.15742695331573486},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.14113926887512207}],"mesh":[{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003663","descriptor_name":"Decision Trees","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D006297","descriptor_name":"Health Services Accessibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006297","descriptor_name":"Health Services Accessibility","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006297","descriptor_name":"Health Services Accessibility","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":"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":"D014850","descriptor_name":"Waiting Lists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014850","descriptor_name":"Waiting Lists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D014850","descriptor_name":"Waiting Lists","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016030","descriptor_name":"Kidney Transplantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016030","descriptor_name":"Kidney Transplantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016030","descriptor_name":"Kidney Transplantation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.3233/978-1-60750-044-5-600","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-60750-044-5-600","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:19745382","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/19745382","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:HAL:hal-01527431v1","is_oa":false,"landing_page_url":"https://univ-rennes.hal.science/hal-01527431","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Studies in Health Technology and Informatics, 2009, 150, pp.600-604. &#x27E8;10.3233/978-1-60750-044-5-600&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5799999833106995,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W170055298","https://openalex.org/W1485908346","https://openalex.org/W1495137606","https://openalex.org/W1594031697","https://openalex.org/W1995972830","https://openalex.org/W2006229210","https://openalex.org/W2007199988","https://openalex.org/W2017190879","https://openalex.org/W2161831631","https://openalex.org/W2167319953","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W2048691878","https://openalex.org/W4398806864","https://openalex.org/W4398942355","https://openalex.org/W2056595705","https://openalex.org/W4392230181","https://openalex.org/W4295941079","https://openalex.org/W4398999041","https://openalex.org/W2377198601","https://openalex.org/W2381980924","https://openalex.org/W2353774927"],"abstract_inverted_index":{"The":[0,24,35,71],"study":[1],"compares":[2],"the":[3,59,68,78,101,106,114,118,132,143],"effectiveness":[4],"of":[5,113],"Bayesian":[6,50,107],"networks":[7],"versus":[8],"Decision":[9],"Trees":[10],"for":[11,141],"predicting":[12],"access":[13],"to":[14,76],"renal":[15,32],"transplant":[16],"waiting":[17],"list":[18],"in":[19,28,82],"a":[20,41,46,110],"French":[21],"healthcare":[22,144],"network.":[23],"data":[25,36],"set":[26,43,48],"consisted":[27],"809":[29],"patients":[30],"starting":[31],"replacement":[33],"therapy.":[34],"were":[37,56,65,87,103],"randomly":[38],"divided":[39],"into":[40],"training":[42,60],"(90%)":[44],"and":[45,52,90],"validation":[47,69],"(10%).":[49],"network":[51,108],"CART":[53],"decision":[54,119],"tree":[55,120],"built":[57],"on":[58,67,131],"set.":[61,70],"Their":[62],"predictive":[63],"performances":[64],"compared":[66],"age":[72],"variable":[73],"was":[74,121],"found":[75],"be":[77,139],"most":[79],"important":[80],"factor":[81],"both":[83],"models.":[84],"Both":[85],"models":[86,102],"highly":[88],"sensitive":[89],"specific:":[91],"sensitivity":[92],"90.0%":[93],"(95%CI:":[94,98],"76.8-100),":[95],"specificity":[96],"96.7%":[97],"92.2-100).":[99],"Moreover,":[100],"complementary":[104],"since":[105],"provided":[109],"global":[111],"view":[112],"variables'":[115],"associations":[116],"while":[117],"more":[122],"easily":[123],"interpretable":[124],"by":[125],"physicians.":[126],"These":[127],"approaches":[128],"provide":[129],"insights":[130],"current":[133],"care":[134],"process.":[135,145],"This":[136],"knowledge":[137],"could":[138],"used":[140],"optimizing":[142]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
