{"id":"https://openalex.org/W2788320279","doi":"https://doi.org/10.1186/s12911-018-0586-x","title":"Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records","display_name":"Combining information from a clinical data warehouse and a pharmaceutical database to generate a framework to detect comorbidities in electronic health records","publication_year":2018,"publication_date":"2018-01-24","ids":{"openalex":"https://openalex.org/W2788320279","doi":"https://doi.org/10.1186/s12911-018-0586-x","mag":"2788320279","pmid":"https://pubmed.ncbi.nlm.nih.gov/29368609"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-018-0586-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0586-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-018-0586-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-018-0586-x","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027626085","display_name":"Emmanuelle Sylvestre","orcid":"https://orcid.org/0000-0002-0593-1408"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210135110","display_name":"Centre Hospitalier Universitaire de Martinique","ror":"https://ror.org/0376kfa34","country_code":"MQ","type":"healthcare","lineage":["https://openalex.org/I4210135110"]},{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210155724"]},{"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","MQ"],"is_corresponding":true,"raw_author_name":"Emmanuelle Sylvestre","raw_affiliation_strings":["CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","INSERM, U1099, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","Centre d'Investigation Clinique [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"raw_orcid":"https://orcid.org/0000-0002-0593-1408","affiliations":[{"raw_affiliation_string":"CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","institution_ids":["https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"INSERM, U1099, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210135110"]},{"raw_affiliation_string":"Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France. emmanuelle.sylvestre@chu-martinique.fr","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","institution_ids":["https://openalex.org/I4210155724"]},{"raw_affiliation_string":"Centre d'Investigation Clinique [Rennes]","institution_ids":["https://openalex.org/I4210116274"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047176448","display_name":"Guillaume Bouzill\u00e9","orcid":"https://orcid.org/0000-0002-3637-6558"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210155724"]},{"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":"Guillaume Bouzill\u00e9","raw_affiliation_strings":["CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","INSERM, U1099, F-35000, Rennes, France","Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","Centre d'Investigation Clinique [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274"]},{"raw_affiliation_string":"CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"INSERM, U1099, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","institution_ids":["https://openalex.org/I4210155724"]},{"raw_affiliation_string":"Centre d'Investigation Clinique [Rennes]","institution_ids":["https://openalex.org/I4210116274"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","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/I3018718406","display_name":"Centre Hospitalier Universitaire de Lille","ror":"https://ror.org/02ppyfa04","country_code":"FR","type":"funder","lineage":["https://openalex.org/I3018718406"]},{"id":"https://openalex.org/I4210097193","display_name":"Technologies pour la Sant\u00e9","ror":"https://ror.org/012hpz460","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210097193"]},{"id":"https://openalex.org/I4387155751","display_name":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales","ror":"https://ror.org/01qygwc68","country_code":null,"type":"facility","lineage":["https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387155751"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Chazard","raw_affiliation_strings":["D\u00e9partement de Sant\u00e9 Publique, Universit\u00e9 de Lille EA 2694, CHU Lille, F-59000, Lille, France","Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"D\u00e9partement de Sant\u00e9 Publique, Universit\u00e9 de Lille EA 2694, CHU Lille, F-59000, Lille, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I3018718406"]},{"raw_affiliation_string":"Evaluation des technologies de sant\u00e9 et des pratiques m\u00e9dicales - ULR 2694","institution_ids":["https://openalex.org/I4210097193","https://openalex.org/I4387155751"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021573193","display_name":"C\u00e9cil His-Mahier","orcid":null},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210155724"]},{"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":"C\u00e9cil His-Mahier","raw_affiliation_strings":["CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","INSERM, U1099, F-35000, Rennes, France","Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","Centre d'Investigation Clinique [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274"]},{"raw_affiliation_string":"CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"INSERM, U1099, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","institution_ids":["https://openalex.org/I4210155724"]},{"raw_affiliation_string":"Centre d'Investigation Clinique [Rennes]","institution_ids":["https://openalex.org/I4210116274"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007860594","display_name":"Christine Riou","orcid":"https://orcid.org/0000-0002-3046-9059"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210155724"]},{"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":"Christine Riou","raw_affiliation_strings":["CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","INSERM, U1099, F-35000, Rennes, France","Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","Centre d'Investigation Clinique [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274"]},{"raw_affiliation_string":"CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"INSERM, U1099, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","institution_ids":["https://openalex.org/I4210155724"]},{"raw_affiliation_string":"Centre d'Investigation Clinique [Rennes]","institution_ids":["https://openalex.org/I4210116274"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048180788","display_name":"Marc Cuggia","orcid":"https://orcid.org/0000-0001-6943-3937"},"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/I4210105651","display_name":"Laboratoire Traitement du Signal et de l'Image","ror":"https://ror.org/01f1amm71","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210105774","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210116274","display_name":"CIC Rennes","ror":"https://ror.org/02baj6743","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210116274","https://openalex.org/I4210155724","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210155724","display_name":"Centre Hospitalier Universitaire de Rennes","ror":"https://ror.org/05qec5a53","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210155724"]},{"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":"Marc Cuggia","raw_affiliation_strings":["CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","INSERM, U1099, F-35000, Rennes, France","Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","Centre d'Investigation Clinique [Rennes]","Laboratoire Traitement du Signal et de l'Image"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CHU Rennes, CIC Inserm 1414, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210116274"]},{"raw_affiliation_string":"CHU Rennes, Centre de Donn\u00e9es Cliniques, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210116274","https://openalex.org/I4210155724"]},{"raw_affiliation_string":"INSERM, U1099, F-35000, Rennes, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Universit\u00e9 de Rennes 1, LTSI, F-35000, Rennes, France","institution_ids":["https://openalex.org/I4210105651","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Centre Hospitalier Universitaire de Rennes [CHU Rennes] = Rennes University Hospital [Ponchaillou]","institution_ids":["https://openalex.org/I4210155724"]},{"raw_affiliation_string":"Centre d'Investigation Clinique [Rennes]","institution_ids":["https://openalex.org/I4210116274"]},{"raw_affiliation_string":"Laboratoire Traitement du Signal et de l'Image","institution_ids":["https://openalex.org/I4210105651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5027626085"],"corresponding_institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210105651","https://openalex.org/I4210116274","https://openalex.org/I4210135110","https://openalex.org/I4210155724","https://openalex.org/I56067802"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":3.5042,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93755449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"1","first_page":"9","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.37400001287460327,"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":0.37400001287460327,"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/T14400","display_name":"Medical Coding and Health Information","score":0.1437000036239624,"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/T10350","display_name":"Electronic Health Records Systems","score":0.10639999806880951,"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/medicine","display_name":"Medicine","score":0.7882497310638428},{"id":"https://openalex.org/keywords/comorbidity","display_name":"Comorbidity","score":0.7661851644515991},{"id":"https://openalex.org/keywords/diagnosis-code","display_name":"Diagnosis code","score":0.7507157325744629},{"id":"https://openalex.org/keywords/medical-prescription","display_name":"Medical prescription","score":0.687041163444519},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.6124927997589111},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.5921083688735962},{"id":"https://openalex.org/keywords/medical-record","display_name":"Medical record","score":0.585710346698761},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.5329566597938538},{"id":"https://openalex.org/keywords/observational-study","display_name":"Observational study","score":0.48975491523742676},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.45127832889556885},{"id":"https://openalex.org/keywords/pharmacoepidemiology","display_name":"Pharmacoepidemiology","score":0.42389583587646484},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.4151949882507324},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.35802704095840454},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16718944907188416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.14593040943145752},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.12342485785484314},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.08637082576751709}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7882497310638428},{"id":"https://openalex.org/C2779159551","wikidata":"https://www.wikidata.org/wiki/Q1414874","display_name":"Comorbidity","level":2,"score":0.7661851644515991},{"id":"https://openalex.org/C45827449","wikidata":"https://www.wikidata.org/wiki/Q5270338","display_name":"Diagnosis code","level":3,"score":0.7507157325744629},{"id":"https://openalex.org/C2426938","wikidata":"https://www.wikidata.org/wiki/Q3355478","display_name":"Medical prescription","level":2,"score":0.687041163444519},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.6124927997589111},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.5921083688735962},{"id":"https://openalex.org/C195910791","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Medical record","level":2,"score":0.585710346698761},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.5329566597938538},{"id":"https://openalex.org/C23131810","wikidata":"https://www.wikidata.org/wiki/Q818574","display_name":"Observational study","level":2,"score":0.48975491523742676},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.45127832889556885},{"id":"https://openalex.org/C23276603","wikidata":"https://www.wikidata.org/wiki/Q158230","display_name":"Pharmacoepidemiology","level":3,"score":0.42389583587646484},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.4151949882507324},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.35802704095840454},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16718944907188416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.14593040943145752},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.12342485785484314},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.08637082576751709},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0},{"id":"https://openalex.org/C98274493","wikidata":"https://www.wikidata.org/wiki/Q128406","display_name":"Pharmacology","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000073458","descriptor_name":"Data Warehousing","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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":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":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011307","descriptor_name":"Drug Prescriptions","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015897","descriptor_name":"Comorbidity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019411","descriptor_name":"Clinical Laboratory Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019411","descriptor_name":"Clinical Laboratory Techniques","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019411","descriptor_name":"Clinical Laboratory Techniques","qualifier_ui":null,"qualifier_name":null,"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":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059019","descriptor_name":"Clinical Coding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D062313","descriptor_name":"Databases, Pharmaceutical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062313","descriptor_name":"Databases, Pharmaceutical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D062313","descriptor_name":"Databases, Pharmaceutical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1186/s12911-018-0586-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0586-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-018-0586-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:29368609","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29368609","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:HAL:hal-01709604v1","is_oa":true,"landing_page_url":"https://univ-rennes.hal.science/hal-01709604","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, 2018, 18 (1), pp.9. &#x27E8;10.1186/s12911-018-0586-x&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:22d3eaf16685445b9822bbd5cebef86f","is_oa":true,"landing_page_url":"https://doaj.org/article/22d3eaf16685445b9822bbd5cebef86f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 18, Iss 1, Pp 1-8 (2018)","raw_type":"article"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/17273","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/17273","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/17273.3","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/17273.3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:5784648","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5784648","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12911-018-0586-x","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-018-0586-x","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-018-0586-x","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G6566684532","display_name":"INtragrating and Sharing Health dAta for REsearch","funder_award_id":"ANR-15-CE19-0024","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320327215","display_name":"R\u00e9gion Bretagne","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2788320279.pdf","grobid_xml":"https://content.openalex.org/works/W2788320279.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W118085941","https://openalex.org/W1451372127","https://openalex.org/W1564630706","https://openalex.org/W1686401129","https://openalex.org/W1753904183","https://openalex.org/W1908752477","https://openalex.org/W1964658893","https://openalex.org/W1984811749","https://openalex.org/W1990468114","https://openalex.org/W2012122949","https://openalex.org/W2021140137","https://openalex.org/W2042484288","https://openalex.org/W2050034771","https://openalex.org/W2061326496","https://openalex.org/W2070356350","https://openalex.org/W2079496473","https://openalex.org/W2087209070","https://openalex.org/W2104608657","https://openalex.org/W2109206523","https://openalex.org/W2112243395","https://openalex.org/W2113952938","https://openalex.org/W2132724073","https://openalex.org/W2142071150","https://openalex.org/W2142527873","https://openalex.org/W2144663588","https://openalex.org/W2144846550","https://openalex.org/W2146985458","https://openalex.org/W2159502598","https://openalex.org/W2163356163","https://openalex.org/W2166119767","https://openalex.org/W2166394242","https://openalex.org/W2187005605","https://openalex.org/W2198283839","https://openalex.org/W2406418508","https://openalex.org/W2510366298","https://openalex.org/W2582743722"],"related_works":["https://openalex.org/W4211005696","https://openalex.org/W1978188354","https://openalex.org/W2333798660","https://openalex.org/W57843728","https://openalex.org/W2802989430","https://openalex.org/W72816711","https://openalex.org/W2073015584","https://openalex.org/W2971509993","https://openalex.org/W2419506399","https://openalex.org/W2167462787"],"abstract_inverted_index":{"BACKGROUND:":[0],"Medical":[1],"coding":[2],"is":[3],"used":[4],"for":[5],"a":[6,45,51,82],"variety":[7],"of":[8,27,189,204,235,247,273,280,306],"activities,":[9],"from":[10,135,239,321],"observational":[11],"studies":[12],"to":[13,19,31,35,67,102,185],"hospital":[14],"billing.":[15],"However,":[16],"comorbidities":[17,37,106,192,238],"tend":[18],"be":[20],"under-reported":[21],"by":[22,43,116,129,266,299],"medical":[23,183],"coders.":[24],"The":[25,142,165,262,295],"aim":[26],"this":[28],"study":[29],"was":[30],"develop":[32],"an":[33],"algorithm":[34,128,268,301,312],"detect":[36,103,331],"in":[38,91,100,150,193,209,271,304],"electronic":[39],"health":[40],"records":[41,184],"(EHR)":[42],"using":[44,130],"clinical":[46],"data":[47,320],"warehouse":[48],"(CDW)":[49],"and":[50,78,120,160,176,228,317,326],"knowledge":[52,322],"database.":[53],"METHODS:":[54],"We":[55,124,181],"enriched":[56],"the":[57,62,88,92,96,126,136,151,190,200,210,236,240,244,248,267,274,277,281,300],"Theriaque":[58,93,211],"pharmaceutical":[59],"database":[60,94],"with":[61,71,81,95,218,231],"French":[63],"national":[64],"Comorbidities":[65],"List":[66],"identify":[68],"drugs":[69,214],"associated":[70,80,217],"at":[72,172,232,253,286],"least":[73,233,254,287],"one":[74,219,234,255,288],"major":[75],"comorbid":[76],"condition":[77],"diagnoses":[79,264,297],"drug":[83,89,109,118,256,289,324],"indication.":[84],"Then,":[85],"we":[86,112],"compared":[87],"indications":[90],"ICD-10":[97,222,260,293],"billing":[98],"codes":[99,207],"EHR":[101],"potentially":[104],"missing":[105],"based":[107,224,313],"on":[108,225,314],"prescriptions.":[110],"Finally,":[111],"improved":[113],"comorbidity":[114,241,263,296],"detection":[115],"matching":[117],"prescriptions":[119,325],"laboratory":[121,327],"test":[122,328],"results.":[123],"tested":[125],"obtained":[127],"two":[131],"retrospective":[132],"datasets":[133],"extracted":[134],"Rennes":[137],"University":[138],"Hospital":[139],"(RUH)":[140],"CDW.":[141],"first":[143],"dataset":[144],"included":[145,167],"all":[146,168],"adult":[147,169],"patients":[148,170,246,279],"hospitalized":[149,171],"ear,":[152],"nose,":[153],"throat":[154],"(ENT)":[155],"surgical":[156],"ward":[157],"between":[158,174],"October":[159],"December":[161],"2014":[162],"(ENT":[163],"dataset).":[164,180],"second":[166],"RUH":[173],"January":[175],"February":[177],"2015":[178],"(general":[179],"reviewed":[182,307],"find":[186],"written":[187],"evidence":[188],"suggested":[191,265,298],"current":[194],"or":[195,220],"past":[196],"stays.":[197],"RESULTS:":[198],"Among":[199,243,276],"22,132":[201],"Common":[202],"Units":[203],"Dispensation":[205],"(CUD)":[206],"present":[208],"database,":[212],"19,970":[213],"(90.2%)":[215],"were":[216,269,302],"several":[221],"diagnoses,":[223],"their":[226],"indication,":[227],"11,162":[229],"(50.4%)":[230],"4878":[237],"list.":[242],"122":[245],"ENT":[249],"dataset,":[250,283],"75.4%":[251],"had":[252,285],"prescription":[257,290],"without":[258,291],"corresponding":[259,292],"code.":[261,294],"confirmed":[270,303],"44.6%":[272],"cases.":[275,308],"4312":[278],"general":[282],"68.4%":[284],"20.3%":[305],"CONCLUSIONS:":[309],"This":[310],"simple":[311],"combining":[315],"accessible":[316],"immediately":[318],"reusable":[319],"databases,":[323],"results":[329],"can":[330],"comorbidities.":[332]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
