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ETHNOS_APP

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Haijian Zhao

Dados Biográficos

ID10039576
NOMEHaijian Zhao
PRENOMESHaijian
SOBRENOMEZhao
ASSINATURAZHAO H
AFILIAÇÕESFirst Affiliated Hospital of Zhengzhou University
VERIFICADONão
TOTAL DE OBRAS1
TOTAL DE CITAÇÕES0
OBRAS COMO AUTOR1
OBRAS COMO EDITOR0
PRIMEIRO ANO DE PUBLICAÇÃO2026
ANO MAIS RECENTE DE PUBLICAÇÃO2026
ÍNDICE H0
  • Development and validation of a prediction model for infection in chronic nonhealing wounds

    Open Access•Yang Jiang, Xingguo Nie et al.•ARTICLE•Frontiers in Public Health•2026

    Purpose: To develop and externally validate a pragmatic and interpretable model that predicts infection risk in chronic nonhealing wounds using routine electronic medical record data. Methods: 300) was used for validation. Prespecified predictors were harmonized across sites. Feature selection used the overlap of Boruta and LASSO. Eight algorithms were compared with stratified five-fold cross-validation; the random forest (RF) was selected. Perfo…

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  • Development and validation of a prediction model for infection in chronic nonhealing wounds

    Open Access•Yang Jiang, Xingguo Nie et al.•ARTICLE•Frontiers in Public Health•2026

    Purpose: To develop and externally validate a pragmatic and interpretable model that predicts infection risk in chronic nonhealing wounds using routine electronic medical record data. Methods: 300) was used for validation. Prespecified predictors were harmonized across sites. Feature selection used the overlap of Boruta and LASSO. Eight algorithms were compared with stratified five-fold cross-validation; the random forest (RF) was selected. Perfo…

Brier score (1 obra) · Clinical decision support system (1 obra) · Cohort (1 obra) · Cohort study (1 obra) · Interpretability (1 obra) · Medical record (1 obra) · Pressure Ulcer Prevention and Management (1 obra) · Random forest (1 obra) · Receiver operating characteristic (1 obra) · Retrospective cohort study (1 obra)

Ethnos_APP • Projeto Open Source • Licença MIT • Frontend v2.0.0 • Privacidade e Cookies • Documentação da API: api.ethnos.app/docs • Código da API: GitHub • DOI: 10.5281/zenodo.17049435 • Código do Frontend: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae