{"id":"https://openalex.org/W4412110384","doi":"https://doi.org/10.1109/jbhi.2025.3586325","title":"Application of Transformer Neural Networks for Data Cleaning in Emergency Room Logs: A Case Study From the Bordeaux University Hospital","display_name":"Application of Transformer Neural Networks for Data Cleaning in Emergency Room Logs: A Case Study From the Bordeaux University Hospital","publication_year":2025,"publication_date":"2025-07-08","ids":{"openalex":"https://openalex.org/W4412110384","doi":"https://doi.org/10.1109/jbhi.2025.3586325","pmid":"https://pubmed.ncbi.nlm.nih.gov/40627474"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2025.3586325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3586325","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health 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/A5094046256","display_name":"Dylan Russon","orcid":"https://orcid.org/0000-0002-1741-3560"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"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/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Dylan Russon","raw_affiliation_strings":["Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0002-1741-3560","affiliations":[{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]},{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004965166","display_name":"C\u00e9dric Gil\u2010Jardine","orcid":"https://orcid.org/0000-0001-5329-6405"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"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/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"C\u00e9dric Gil-Jardin\u00e9","raw_affiliation_strings":["Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]},{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118857576","display_name":"Lara Marcel","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lara Marcel","raw_affiliation_strings":["Bordeaux University Hospital - Pôle Urgences Adultes, Bordeaux, France","Bordeaux University Hospital - Pôle Urgences Adultes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bordeaux University Hospital - Pôle Urgences Adultes, Bordeaux, France","institution_ids":["https://openalex.org/I4210106115","https://openalex.org/I15057530"]},{"raw_affiliation_string":"Bordeaux University Hospital - Pôle Urgences Adultes, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5118857577","display_name":"Laure Chanel","orcid":null},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Laure Chanel","raw_affiliation_strings":["Bordeaux University Hospital - Pôle Urgences Adultes, Bordeaux, France","Bordeaux University Hospital - Pôle Urgences Adultes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bordeaux University Hospital - Pôle Urgences Adultes, Bordeaux, France","institution_ids":["https://openalex.org/I4210106115","https://openalex.org/I15057530"]},{"raw_affiliation_string":"Bordeaux University Hospital - Pôle Urgences Adultes, France","institution_ids":["https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054948993","display_name":"Sylvain Faure","orcid":"https://orcid.org/0000-0002-4069-0523"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Faure","raw_affiliation_strings":["Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, Orsay, France","Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, France"],"raw_orcid":"https://orcid.org/0000-0002-4069-0523","affiliations":[{"raw_affiliation_string":"Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, Orsay, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001526755","display_name":"Bertrand Maury","orcid":"https://orcid.org/0000-0001-5474-4134"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Maury","raw_affiliation_strings":["Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, Orsay, France","Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, Orsay, France","institution_ids":["https://openalex.org/I277688954"]},{"raw_affiliation_string":"Laboratoire de Mathématiques ORSAY, UMR 8628, Université Paris-Saclay, France","institution_ids":["https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075990060","display_name":"Gabrielle Chenais","orcid":"https://orcid.org/0000-0003-2006-6149"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"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/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gabrielle Chenais","raw_affiliation_strings":["Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]},{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039025104","display_name":"Emmanuel Lagarde","orcid":"https://orcid.org/0000-0001-8031-7400"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"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/I4210106115","display_name":"Bordeaux Population Health","ror":"https://ror.org/00xzzba89","country_code":"FR","type":"facility","lineage":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Lagarde","raw_affiliation_strings":["Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France"],"raw_orcid":"https://orcid.org/0000-0001-8031-7400","affiliations":[{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]},{"raw_affiliation_string":"Bordeaux Population Health INSERM 1219, team AHeaD, University of Bordeaux, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I15057530","https://openalex.org/I4210106115"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5094046256"],"corresponding_institution_ids":["https://openalex.org/I15057530","https://openalex.org/I154526488","https://openalex.org/I4210106115"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07740252,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"11","first_page":"8484","last_page":"8496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9794999957084656,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9794999957084656,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.9502999782562256,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9491000175476074,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6767889261245728},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6204304695129395},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4754338264465332},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.475078284740448},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.4235469698905945},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37054163217544556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32607316970825195},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17974135279655457},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17197701334953308},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11862322688102722},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11037680506706238},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10961142182350159}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6767889261245728},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6204304695129395},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4754338264465332},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.475078284740448},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.4235469698905945},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37054163217544556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32607316970825195},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17974135279655457},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17197701334953308},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11862322688102722},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11037680506706238},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10961142182350159}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004636","descriptor_name":"Emergency Service, Hospital","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":"D006785","descriptor_name":"Hospitals, University","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006785","descriptor_name":"Hospitals, University","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006785","descriptor_name":"Hospitals, University","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":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","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":"D057286","descriptor_name":"Electronic Health Records","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2025.3586325","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2025.3586325","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"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 Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:40627474","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40627474","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 journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2064766209","https://openalex.org/W2099637074","https://openalex.org/W2591700809","https://openalex.org/W2625625371","https://openalex.org/W2923014074","https://openalex.org/W2948145720","https://openalex.org/W2963026768","https://openalex.org/W2963716420","https://openalex.org/W2971258845","https://openalex.org/W3087781820","https://openalex.org/W3092994581","https://openalex.org/W3119095567","https://openalex.org/W3143381390","https://openalex.org/W3165814564","https://openalex.org/W3185928824","https://openalex.org/W3186462793","https://openalex.org/W3207970821","https://openalex.org/W4221023888","https://openalex.org/W4226203366","https://openalex.org/W4297982512","https://openalex.org/W4309631997","https://openalex.org/W4310645210","https://openalex.org/W4312863243","https://openalex.org/W4315641887","https://openalex.org/W4321448364","https://openalex.org/W4360899433","https://openalex.org/W4386226826","https://openalex.org/W4386591587","https://openalex.org/W4387407668","https://openalex.org/W4388824153","https://openalex.org/W4391514872","https://openalex.org/W4402645752","https://openalex.org/W4405553247"],"related_works":["https://openalex.org/W1965825568","https://openalex.org/W2181472888","https://openalex.org/W2942292918","https://openalex.org/W2078131767","https://openalex.org/W2588285561","https://openalex.org/W2143154767","https://openalex.org/W2626542998","https://openalex.org/W2642789614","https://openalex.org/W2941093231","https://openalex.org/W4384129872"],"abstract_inverted_index":{"Emergency":[0],"Rooms":[1],"(ERs)":[2],"are":[3,190],"at":[4,48,86],"the":[5,13,42,49,76,87,92,114,136,153,170],"center":[6],"of":[7,16,24,55,78,94,144,155,172],"various":[8,187],"optimization":[9],"research":[10,168],"due":[11,65],"to":[12,66,112,117],"growing":[14],"number":[15],"visits":[17],"in":[18,30,96,146,160,175,186],"recent":[19],"decades.":[20],"The":[21],"accurate":[22],"logging":[23],"patient":[25,36,97],"movement":[26,98],"and":[27,38,70,148,179],"time":[28],"spent":[29],"ERs":[31],"is":[32],"essential":[33],"for":[34,82,128,164,183],"studying":[35],"pathways":[37],"improving":[39],"operations.":[40,131],"Despite":[41],"innovative":[43],"digital":[44],"tracking":[45],"system":[46],"employed":[47],"Bordeaux":[50,88],"University":[51,89],"Hospital,":[52,90],"over":[53,101],"90%":[54],"these":[56,119],"logs":[57,85],"suffer":[58],"from":[59],"missing":[60],"or":[61],"incoherent":[62],"values,":[63],"primarily":[64],"manual":[67],"entry":[68],"errors":[69,120],"software":[71],"changes.":[72],"This":[73,167],"study":[74],"explores":[75],"application":[77,185],"Transformer":[79,108,137,173],"neural":[80],"networks":[81,174],"cleaning":[83,177],"ER":[84,130],"addressing":[91],"challenge":[93],"inaccuracies":[95],"records":[99],"accumulated":[100],"ten":[102],"years.":[103],"By":[104],"leveraging":[105],"a":[106],"T5":[107],"model,":[109],"we":[110],"aim":[111],"demonstrate":[113],"model's":[115],"ability":[116],"correct":[118],"by":[121],"transforming":[122],"unreliable":[123],"datasets":[124],"into":[125],"valuable":[126],"resources":[127],"optimizing":[129],"Our":[132],"findings":[133],"reveal":[134],"that":[135,189],"model":[138],"can":[139],"achieve":[140],"an":[141],"overall":[142],"accuracy":[143],"95.79%":[145],"identifying":[147],"correcting":[149],"faulty":[150],"entries,":[151],"showcasing":[152],"potential":[154],"advanced":[156],"machine":[157],"learning":[158],"techniques":[159],"enhancing":[161],"data":[162,176],"integrity":[163],"healthcare":[165],"applications.":[166],"highlights":[169],"effectiveness":[171],"tasks":[178],"opens":[180],"up":[181],"opportunities":[182],"their":[184],"fields":[188],"burdened":[191],"with":[192],"corrupt":[193],"sequential":[194],"data.":[195]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}