Validating administrative data to identify complex surgical site infections following cardiac implantable electronic device implantation: a comparison of traditional methods and machine learning.

Rennert-May, Elissa; Leal, Jenine; MacDonald, Matthew K; Cannon, Kristine; Smith, Stephanie; Exner, Derek; Larios, Oscar E; Bush, Kathryn; Chew, Derek

Rennert-May, Elissa; Leal, Jenine; MacDonald, Matthew K; Cannon, Kristine; Smith, Stephanie; Exner, Derek; Larios, Oscar E; Bush, Kathryn; Chew, Derek.

Afiliação

Rennert-May E; Department of Medicine, University of Calgary, Calgary, AB, Canada. elissa.rennertmay@ucalgary.ca.
Leal J; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada. elissa.rennertmay@ucalgary.ca.
MacDonald MK; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada. elissa.rennertmay@ucalgary.ca.
Cannon K; Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, AB, Canada. elissa.rennertmay@ucalgary.ca.
Smith S; Snyder Institute for Chronic Diseases, University of Calgary, Calgary, AB, Canada. elissa.rennertmay@ucalgary.ca.
Exner D; Department of Community Health Sciences, University of Calgary, Calgary, AB, Canada.
Larios OE; O'Brien Institute for Public Health, University of Calgary, Calgary, AB, Canada.
Bush K; Department of Microbiology, Immunology and Infectious Diseases, University of Calgary, Calgary, AB, Canada.
Chew D; Infection Prevention and Control, Alberta Health Services, Calgary, AB, Canada.

Antimicrob Resist Infect Control ; 11(1): 138, 2022 11 10.

Article em En | MEDLINE | ID: mdl-36357948

Assuntos

Aprendizado de Máquina; Infecção da Ferida Cirúrgica; Humanos; Infecção da Ferida Cirúrgica/diagnóstico; Infecção da Ferida Cirúrgica/epidemiologia; Infecção da Ferida Cirúrgica/prevenção & controle; Estudos de Coortes; Eletrônica; Alberta/epidemiologia

Palavras-chave

Administrative data; Surgical site infections; Surveillance

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Infecção da Ferida Cirúrgica / Aprendizado de Máquina Tipo de estudo: Diagnostic_studies / Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans País/Região como assunto: America do norte Idioma: En Revista: Antimicrob Resist Infect Control Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Canadá

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