Counterfactual prediction is not only for causal inference

• Individualized Prediction of Platelet Transfusion Outcomes in Preterm Infants With Severe Thrombocytopenia

  2025 JAMA article Medicine Blood transfusion and management Open access

  7

  citations
• The Risks of Risk Assessment: Causal Blind Spots When Using Prediction Models for Treatment Decisions

  2025 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access

  23

  citations
• Risk‐Based Decision Making: Estimands for Sequential Prediction Under Interventions

  2024 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access

  6

  citations
• Improving health-related quality of life after kidney transplantation using lifestyle interventions

  2024 The Lancet Healthy Longevity article Medicine Renal Transplantation Outcomes and Treatments Open access

  2

  citations
• Prediction or causality? A scoping review of their conflation within current observational research

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

  126

  citations
• When will individuals meet their personalized probabilities? A philosophical note on risk prediction

  2020 European Journal of Epidemiology article Arts and Humanities Philosophy and History of Science Open access

  14

  citations

6 results

• Prediction meets causal inference: the role of treatment in clinical prediction models

  2020 European Journal of Epidemiology article Mathematics Advanced Causal Inference Techniques Open access

  126

  citations

1 result