{"id":"https://openalex.org/W4413113231","doi":"https://doi.org/10.1016/j.jbi.2025.104889","title":"AI-driven approach for creating and evaluating a synthetic dataset for Medication Errors","display_name":"AI-driven approach for creating and evaluating a synthetic dataset for Medication Errors","publication_year":2025,"publication_date":"2025-08-10","ids":{"openalex":"https://openalex.org/W4413113231","doi":"https://doi.org/10.1016/j.jbi.2025.104889","pmid":"https://pubmed.ncbi.nlm.nih.gov/40796056"},"language":"en","primary_location":{"id":"doi:10.1016/j.jbi.2025.104889","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jbi.2025.104889","pdf_url":null,"source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","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/A5092893096","display_name":"Hanae Touati","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hanae Touati","raw_affiliation_strings":["University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France. Electronic address: hanae.touati@mines-albi.fr"],"raw_orcid":"https://orcid.org/0009-0001-6028-5867","affiliations":[{"raw_affiliation_string":"University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France. Electronic address: hanae.touati@mines-albi.fr","institution_ids":["https://openalex.org/I4210091876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079317761","display_name":"Rafika Thabet","orcid":"https://orcid.org/0000-0003-3554-764X"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Rafika Thabet","raw_affiliation_strings":["University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France; University of Sousse, ISITCom, MARS Research Lab, LR17ES05, 4011, Hammam Sousse, Tunisia. Electronic address: rafika.thabet@isitc.u-sousse.tn"],"raw_orcid":"https://orcid.org/0000-0003-3554-764X","affiliations":[{"raw_affiliation_string":"University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France; University of Sousse, ISITCom, MARS Research Lab, LR17ES05, 4011, Hammam Sousse, Tunisia. Electronic address: rafika.thabet@isitc.u-sousse.tn","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020663500","display_name":"Franck Fontanili","orcid":"https://orcid.org/0000-0002-3120-6453"},"institutions":[{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091876"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Franck Fontanili","raw_affiliation_strings":["University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France. Electronic address: franck.fontanili@mines-albi.fr"],"raw_orcid":"https://orcid.org/0000-0002-3120-6453","affiliations":[{"raw_affiliation_string":"University of Toulouse, Industrial Engineering Center of IMT Mines Albi, Albi 81000, France. Electronic address: franck.fontanili@mines-albi.fr","institution_ids":["https://openalex.org/I4210091876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084119069","display_name":"Marie-H\u00e9l\u00e8ne Cleostrate","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111341","display_name":"Centre Hospitalier Intercommunal Castres-Mazamet","ror":"https://ror.org/02srtzw86","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210111341"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-H\u00e9l\u00e8ne Cleostrate","raw_affiliation_strings":["Centre Hospitalier Intercommunal Castres-Mazamet, Castres, France. Electronic address: marie-helene.cleostrate@chic-cm.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Hospitalier Intercommunal Castres-Mazamet, Castres, France. Electronic address: marie-helene.cleostrate@chic-cm.fr","institution_ids":["https://openalex.org/I4210111341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094112469","display_name":"Marc Pruski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140735","display_name":"Bioprojet (France)","ror":"https://ror.org/04x4tst13","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210140735"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marc Pruski","raw_affiliation_strings":["Atout Majeur Concept, France. Electronic address: mpruski@synora.fr","Atout Majeure Concept, France. Electronic address: mpruski@synora.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Atout Majeur Concept, France. Electronic address: mpruski@synora.fr","institution_ids":["https://openalex.org/I4210140735"]},{"raw_affiliation_string":"Atout Majeure Concept, France. Electronic address: mpruski@synora.fr","institution_ids":["https://openalex.org/I4210140735"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059447799","display_name":"Marie-No\u00eblle Cufi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111341","display_name":"Centre Hospitalier Intercommunal Castres-Mazamet","ror":"https://ror.org/02srtzw86","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210111341"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie-No\u00eblle Cufi","raw_affiliation_strings":["Centre Hospitalier Intercommunal Castres-Mazamet, Castres, France. Electronic address: marie-noelle.cufi@chic-cm.fr"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Hospitalier Intercommunal Castres-Mazamet, Castres, France. Electronic address: marie-noelle.cufi@chic-cm.fr","institution_ids":["https://openalex.org/I4210111341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024607215","display_name":"Elyes Lamine","orcid":"https://orcid.org/0000-0002-1728-7744"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I134560555","display_name":"Universit\u00e9 Toulouse III - Paul Sabatier","ror":"https://ror.org/02v6kpv12","country_code":"FR","type":"education","lineage":["https://openalex.org/I134560555"]},{"id":"https://openalex.org/I17866349","display_name":"Universit\u00e9 F\u00e9d\u00e9rale de Toulouse Midi-Pyr\u00e9n\u00e9es","ror":"https://ror.org/004raaa70","country_code":"FR","type":"education","lineage":["https://openalex.org/I17866349"]},{"id":"https://openalex.org/I3131550300","display_name":"Universit\u00e9 Toulouse-I-Capitole","ror":"https://ror.org/0443n9e75","country_code":"FR","type":"education","lineage":["https://openalex.org/I3131550300"]},{"id":"https://openalex.org/I4210119061","display_name":"Institut de Recherche en Informatique de Toulouse","ror":"https://ror.org/01rx4qw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I205747304","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4405258862","https://openalex.org/I4405259414"]},{"id":"https://openalex.org/I4210152422","display_name":"Universit\u00e9 Toulouse - Jean Jaur\u00e8s","ror":"https://ror.org/04ezk3x31","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210152422"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elyes Lamine","raw_affiliation_strings":["University of Toulouse, INU Champollion, IRIT CNRS, France. Electronic address: elyes.lamine@univ-jfc.fr"],"raw_orcid":"https://orcid.org/0000-0002-1728-7744","affiliations":[{"raw_affiliation_string":"University of Toulouse, INU Champollion, IRIT CNRS, France. Electronic address: elyes.lamine@univ-jfc.fr","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I134560555","https://openalex.org/I17866349","https://openalex.org/I3131550300","https://openalex.org/I4210119061","https://openalex.org/I4210152422","https://openalex.org/I4210160189"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5092893096"],"corresponding_institution_ids":["https://openalex.org/I4210091876"],"apc_list":{"value":3410,"currency":"USD","value_usd":3410},"apc_paid":null,"fwci":0.8076,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76031801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"169","issue":null,"first_page":"104889","last_page":"104889"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.2696000039577484,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.2696000039577484,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10350","display_name":"Electronic Health Records Systems","score":0.23440000414848328,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.07999999821186066,"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/computer-science","display_name":"Computer science","score":0.7884685397148132},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.710913360118866},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6744890809059143},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.5988712906837463},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4237234890460968},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37359946966171265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7884685397148132},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.710913360118866},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6744890809059143},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.5988712906837463},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4237234890460968},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37359946966171265}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D005602","descriptor_name":"France","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005602","descriptor_name":"France","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":"D008508","descriptor_name":"Medication Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008508","descriptor_name":"Medication Errors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1016/j.jbi.2025.104889","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jbi.2025.104889","pdf_url":null,"source":{"id":"https://openalex.org/S11622463","display_name":"Journal of Biomedical Informatics","issn_l":"1532-0464","issn":["1532-0464","1532-0480"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Biomedical Informatics","raw_type":"journal-article"},{"id":"pmid:40796056","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40796056","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":"Journal of biomedical informatics","raw_type":"Journal Article"},{"id":"pmh:oai:HAL:hal-05251917v1","is_oa":false,"landing_page_url":"https://imt-mines-albi.hal.science/hal-05251917","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":"Journal of Biomedical Informatics, 2025, 169, pp.104889. &#x27E8;10.1016/j.jbi.2025.104889&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4000000059604645,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2022326261","https://openalex.org/W2047805825","https://openalex.org/W2117366235","https://openalex.org/W2395579298","https://openalex.org/W2883352946","https://openalex.org/W2918975802","https://openalex.org/W2948978827","https://openalex.org/W2995831381","https://openalex.org/W3015471667","https://openalex.org/W3041938240","https://openalex.org/W3090124822","https://openalex.org/W3096831136","https://openalex.org/W3165997555","https://openalex.org/W3193805914","https://openalex.org/W4229446766","https://openalex.org/W4290012325","https://openalex.org/W4292117317","https://openalex.org/W4292419859","https://openalex.org/W4292779060","https://openalex.org/W4302395443","https://openalex.org/W4379013731","https://openalex.org/W4384133663","https://openalex.org/W4385245566","https://openalex.org/W4387457231","https://openalex.org/W4389783325","https://openalex.org/W4391679299","https://openalex.org/W4392590799","https://openalex.org/W4400438459","https://openalex.org/W4400655662","https://openalex.org/W4406523286","https://openalex.org/W6716843134","https://openalex.org/W6735926176","https://openalex.org/W6739901393","https://openalex.org/W6748329691","https://openalex.org/W6760105176","https://openalex.org/W6778883912","https://openalex.org/W6795998075","https://openalex.org/W6856847806","https://openalex.org/W6863166403","https://openalex.org/W6874868366"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-09-08T07:41:39.490200","created_date":"2025-10-10T00:00:00"}
