Establishment and validation of a risk prediction model for patients after pancreaticoduodenectomy based on the random forest algorithm.

Detalles Bibliográficos
Publicado en:Journal of Nurses Training Vol. 40; no. 11; pp. 1172 - 1180
Autores principales: WANG Yanhui, YUE Xian, ZHENG Ruishuang, ZHAO Jiamei, WU Yuan, ZHANG Jixuan
Formato: research tables/charts Journal Article
Publicado: Journal of Nurses Training Editorial Office 6/15/2025
Acceso en línea:Ver este registro en EBSCOhost
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      dt: 6/15/2025
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      pub: Journal of Nurses Training Editorial Office
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        atl: Establishment and validation of a risk prediction model for patients after pancreaticoduodenectomy based on the random forest algorithm.
      aug:
        au:
          WANG Yanhui
          YUE Xian
          ZHENG Ruishuang
          ZHAO Jiamei
          WU Yuan
          ZHANG Jixuan
        affil: Department of Hepatobiliary Cancer, Tianjin Medical University Cancer Institute and Hospital & National Clinical Research Center for Cancer & Key Laboratory of Cancer Prevention and Therapy of Tianjin & Clinical Research Center for Cancer of Tianfin, Tianjin 300060, China
      sug:
        subj:
          Prediction Models Evaluation
          Pancreaticoduodenectomy Nursing
          Random Forest
          Algorithms
          Risk Assessment
          Postoperative Period
          Malnutrition Risk Factors
          Instrument Construction
          Instrument Validation
          Human
          Retrospective Design
          Tertiary Health Care
          Hospitals
          Cancer Care Facilities
          China
          Comparative Studies
          Univariate Statistics
          Logistic Regression
          Validation Studies
          Sensitivity and Specificity
          ROC Curve
          Blood Glucose
          Smoking
          Alanine Aminotransferase Blood
          Proteins Urine
          Lipoproteins, HDL
          Descriptive Statistics
          Confidence Intervals
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
      ab:
    language: Chinese
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