Concordance for prognostic models with competing risks

• Development and internal validation of mammography feature-based prognostic models for distant recurrence-free survival of invasive breast cancer in a screening cohort

  2026 npj Breast Cancer article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  0

  citations
• Predicting Hospitalization and Related Outcomes in Advanced Chronic Kidney Disease: A Systematic Review, External Validation, and Development Study

  2025 Kidney Medicine review Medicine Dialysis and Renal Disease Management Open access

  1

  citations
• When the whole is greater than the sum of its parts: why machine learning and conventional statistics are complementary for predicting future health outcomes

  2025 Clinical Kidney Journal article Health Professions Artificial Intelligence in Healthcare Open access

  8

  citations
• Pancreatic cancer surveillance: Risk stratification of individuals with a germline CDKN2A pathogenic variant

  2024 United European Gastroenterology Journal article Medicine Pancreatic and Hepatic Oncology Research Open access

  6

  citations
• A tool to predict the risk of lower extremity amputation in patients starting dialysis

  2024 Nephrology Dialysis Transplantation article Medicine Dialysis and Renal Disease Management Open access

  0

  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
• External Validation of the Skin and UV Neoplasia Transplant Risk Assessment Calculator (SUNTRAC) in a Large European Solid Organ Transplant Recipient Cohort

  2022 JAMA Dermatology article Medicine Nonmelanoma Skin Cancer Studies Open access

  38

  citations
• Validation of prediction models in the presence of competing risks: a guide through modern methods

  2022 BMJ article Mathematics Statistical Methods in Epidemiology Open access

  103

  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
• Lessons learnt when accounting for competing events in the external validation of time-to-event prognostic models

  2021 International Journal of Epidemiology article Mathematics Statistical Methods in Epidemiology Open access

  45

  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

11 results