Random survival forests for competing risks

• Comparison of static and dynamic random forests models for EHR data in the presence of competing risks: predicting central line-associated bloodstream infection

  2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

  2

  citations
• Machine Learning Did Not Outperform Conventional Competing Risk Modeling to Predict Revision Arthroplasty

  2024 Clinical Orthopaedics and Related Research article Medicine Total Knee Arthroplasty Outcomes Open access

  12

  citations
• Statistical models versus machine learning for competing risks: development and validation of prognostic models

  2023 BMC Medical Research Methodology article Mathematics Statistical Methods and Inference Open access

  28

  citations
• Graphical calibration curves and the integrated calibration index (ICI) for competing risk models

  2022 Diagnostic and Prognostic Research article Mathematics Statistical Methods in Epidemiology Open access

  44

  citations
• Identification of cardiovascular high-risk groups from dynamic retinal vessel signals using untargeted machine learning

  2021 Cardiovascular Research article Medicine Cardiovascular Health and Disease Prevention

  13

  citations

5 results