{"id":"https://openalex.org/W2120054760","doi":"https://doi.org/10.1109/titb.2011.2165727","title":"Data Mining to Generate Adverse Drug Events Detection Rules","display_name":"Data Mining to Generate Adverse Drug Events Detection Rules","publication_year":2011,"publication_date":"2011-08-25","ids":{"openalex":"https://openalex.org/W2120054760","doi":"https://doi.org/10.1109/titb.2011.2165727","mag":"2120054760","pmid":"https://pubmed.ncbi.nlm.nih.gov/21859604"},"language":"en","primary_location":{"id":"doi:10.1109/titb.2011.2165727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2011.2165727","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/3435335","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023539531","display_name":"Emmanuel Chazard","orcid":"https://orcid.org/0000-0001-7841-5925"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"E. Chazard","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France. emmanuel.chazard@univ-lille2.fr","Univ Lille Nord De France, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France. emmanuel.chazard@univ-lille2.fr","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Univ Lille Nord De France, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I59807433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081302341","display_name":"Gr\u00e9goire Ficheur","orcid":"https://orcid.org/0000-0002-3448-9997"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"G. Ficheur","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France","Univ Lille Nord De France, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Univ Lille Nord De France, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I59807433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010186002","display_name":"St\u00e9phanie Bernonville","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"S. Bernonville","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France","Univ Lille Nord De France, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Univ Lille Nord De France, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I59807433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109991141","display_name":"M. Luyckx","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Luyckx","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France","Univ Lille Nord De France, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Univ Lille Nord De France, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I59807433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070528092","display_name":"R. Beuscart","orcid":"https://orcid.org/0000-0001-7218-0643"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I59807433","display_name":"Universit\u00e9 Lille Nord de France","ror":"https://ror.org/03btvgn05","country_code":"FR","type":"education","lineage":["https://openalex.org/I59807433"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"R. Beuscart","raw_affiliation_strings":["Universit\u00e9 Lille Nord de France, Lille, France","Univ Lille Nord De France, Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille Nord de France, Lille, France","institution_ids":["https://openalex.org/I59807433"]},{"raw_affiliation_string":"Univ Lille Nord De France, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I59807433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.6292,"has_fulltext":false,"cited_by_count":71,"citation_normalized_percentile":{"value":0.89601518,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"15","issue":"6","first_page":"823","last_page":"830"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11943","display_name":"Pharmacovigilance and Adverse Drug Reactions","score":0.9959999918937683,"subfield":{"id":"https://openalex.org/subfields/3005","display_name":"Toxicology"},"field":{"id":"https://openalex.org/fields/30","display_name":"Pharmacology, Toxicology and Pharmaceutics"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","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"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.945900022983551,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/association-rule-learning","display_name":"Association rule learning","score":0.6375541090965271},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5872997045516968},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5789896845817566},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49349701404571533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46835461258888245},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.4486340880393982},{"id":"https://openalex.org/keywords/chart","display_name":"Chart","score":0.44741714000701904},{"id":"https://openalex.org/keywords/decision-rule","display_name":"Decision rule","score":0.4412248134613037},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3582758903503418},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25811392068862915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24906998872756958},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11065992712974548},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.1061476469039917}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6375541090965271},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5872997045516968},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5789896845817566},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49349701404571533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46835461258888245},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.4486340880393982},{"id":"https://openalex.org/C190812933","wikidata":"https://www.wikidata.org/wiki/Q28923","display_name":"Chart","level":2,"score":0.44741714000701904},{"id":"https://openalex.org/C84839998","wikidata":"https://www.wikidata.org/wiki/Q5249245","display_name":"Decision rule","level":2,"score":0.4412248134613037},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3582758903503418},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25811392068862915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24906998872756958},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11065992712974548},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.1061476469039917},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[{"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":"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":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016907","descriptor_name":"Adverse Drug Reaction Reporting Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016907","descriptor_name":"Adverse Drug Reaction Reporting Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016907","descriptor_name":"Adverse Drug Reaction Reporting Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020000","descriptor_name":"Decision Support Systems, Clinical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057225","descriptor_name":"Data Mining","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061214","descriptor_name":"Patient Safety","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false},{"descriptor_ui":"D064420","descriptor_name":"Drug-Related Side Effects and Adverse Reactions","qualifier_ui":"Q000517","qualifier_name":"prevention & control","is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/titb.2011.2165727","is_oa":false,"landing_page_url":"https://doi.org/10.1109/titb.2011.2165727","pdf_url":null,"source":{"id":"https://openalex.org/S68937846","display_name":"IEEE Transactions on Information Technology in Biomedicine","issn_l":"1089-7771","issn":["1089-7771","1558-0032"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Information Technology in Biomedicine","raw_type":"journal-article"},{"id":"pmid:21859604","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21859604","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":"IEEE transactions on information technology in biomedicine : a publication of the IEEE Engineering in Medicine and Biology Society","raw_type":null},{"id":"pmh:oai:zenodo.org:3435335","is_oa":true,"landing_page_url":"https://zenodo.org/record/3435335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:3435335","is_oa":true,"landing_page_url":"https://zenodo.org/record/3435335","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W34638141","https://openalex.org/W99733978","https://openalex.org/W1504694836","https://openalex.org/W1523293200","https://openalex.org/W1590277065","https://openalex.org/W1594031697","https://openalex.org/W1695091016","https://openalex.org/W1712757310","https://openalex.org/W1760832881","https://openalex.org/W1907814028","https://openalex.org/W1959452164","https://openalex.org/W1967430507","https://openalex.org/W1972891674","https://openalex.org/W1983365271","https://openalex.org/W1996239270","https://openalex.org/W2007579098","https://openalex.org/W2064581852","https://openalex.org/W2071437265","https://openalex.org/W2073712400","https://openalex.org/W2086173776","https://openalex.org/W2100899314","https://openalex.org/W2101013878","https://openalex.org/W2111489845","https://openalex.org/W2113274285","https://openalex.org/W2117812871","https://openalex.org/W2119315254","https://openalex.org/W2122874925","https://openalex.org/W2123398486","https://openalex.org/W2125055259","https://openalex.org/W2125836541","https://openalex.org/W2134370129","https://openalex.org/W2136356615","https://openalex.org/W2140652634","https://openalex.org/W2153088657","https://openalex.org/W2164995818","https://openalex.org/W2166213950","https://openalex.org/W2166559705","https://openalex.org/W2166858912","https://openalex.org/W2303654645","https://openalex.org/W2403229378","https://openalex.org/W2409743977","https://openalex.org/W2471491911","https://openalex.org/W2756666283","https://openalex.org/W4229956755","https://openalex.org/W6674934153","https://openalex.org/W6698095182","https://openalex.org/W6713292050","https://openalex.org/W6714580332"],"related_works":["https://openalex.org/W1586045918","https://openalex.org/W1536574209","https://openalex.org/W4365514290","https://openalex.org/W2170530489","https://openalex.org/W1520927778","https://openalex.org/W2955975957","https://openalex.org/W2367147489","https://openalex.org/W2360682291","https://openalex.org/W4368754625","https://openalex.org/W4321013072"],"abstract_inverted_index":{"Adverse":[0],"drug":[1,56,162,173],"events":[2],"(ADEs)":[3],"are":[4,40,67,79,93,106,115,138],"a":[5,50,100,109,152],"public":[6],"health":[7],"issue.":[8],"Their":[9],"detection":[10,84],"usually":[11],"relies":[12],"on":[13],"voluntary":[14],"reporting":[15],"or":[16],"medical":[17,120],"chart":[18],"reviews.":[19],"The":[20,91,104,149],"objective":[21],"of":[22,30,65,102,131,147,155],"this":[23],"paper":[24],"is":[25],"to":[26,81,88,142,158],"automatically":[27,116],"detect":[28,143],"cases":[29],"ADEs":[31],"by":[32,99],"data":[33,52],"mining.":[34],"115,447":[35],"complete":[36],"past":[37],"hospital":[38],"stays":[39],"extracted":[41],"from":[42],"six":[43],"French,":[44],"Danish,":[45],"and":[46,60,69,76,97,112,128,164],"Bulgarian":[47],"hospitals":[48],"using":[49],"common":[51],"model":[53],"including":[54],"diagnoses,":[55],"administrations,":[57],"laboratory":[58,159],"results,":[59,160],"free-text":[61],"records.":[62],"Different":[63],"kinds":[64,146],"outcomes":[66],"traced,":[68],"supervised":[70],"rule":[71,110],"induction":[72],"methods":[73],"(decision":[74],"trees":[75],"association":[77],"rules)":[78],"used":[80],"discover":[82],"ADE":[83],"rules,":[85],"with":[86],"respect":[87],"time":[89],"constraints.":[90],"rules":[92,105,137,150,167],"then":[94],"filtered,":[95],"validated,":[96],"reorganized":[98],"committee":[101],"experts.":[103],"described":[107],"in":[108,118],"repository,":[111],"several":[113],"statistics":[114],"computed":[117],"every":[119],"department,":[121],"such":[122,171],"as":[123,172],"the":[124],"confidence,":[125],"relative":[126],"risk,":[127],"median":[129],"delay":[130],"outcome":[132],"appearance.":[133],"236":[134],"validated":[135],"ADE-detection":[136],"discovered;":[139],"they":[140],"enable":[141],"27":[144],"different":[145],"outcomes.":[148],"use":[151],"various":[153],"number":[154],"conditions":[156],"related":[157],"diseases,":[161],"administration,":[163],"demographics.":[165],"Some":[166],"involve":[168],"innovative":[169],"conditions,":[170],"discontinuations.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
