Performance of machine learning algorithms for surgical site infection case detection and prediction: A systematic review and meta-analysis.

Wu, Guosong; Khair, Shahreen; Yang, Fengjuan; Cheligeer, Cheligeer; Southern, Danielle; Zhang, Zilong; Feng, Yuanchao; Xu, Yuan; Quan, Hude; Williamson, Tyler; Eastwood, Cathy A

Wu, Guosong; Khair, Shahreen; Yang, Fengjuan; Cheligeer, Cheligeer; Southern, Danielle; Zhang, Zilong; Feng, Yuanchao; Xu, Yuan; Quan, Hude; Williamson, Tyler; Eastwood, Cathy A.

Afiliação

Wu G; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Khair S; O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Yang F; Institute of Health Economics, University of Alberta, Edmonton, Alberta, Canada.
Cheligeer C; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Southern D; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Zhang Z; Alberta Health Services, Calgary, Alberta, Canada.
Feng Y; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Xu Y; O'Brien Institute for Public Health, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Quan H; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Williamson T; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.
Eastwood CA; Centre for Health Informatics, Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.

Ann Med Surg (Lond) ; 84: 104956, 2022 Dec.

Article em En | MEDLINE | ID: mdl-36582918

Palavras-chave

Algorithms; Machine learning; Meta-analysis; Surgical wound infection; Systematic review

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Texto completo: 1 Coleções: 01-internacional Temas: Geral Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies / Risk_factors_studies / Systematic_reviews Idioma: En Revista: Ann Med Surg (Lond) Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Canadá

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