Generalized random forests

• Individualised treatment effects of corticosteroids in IgA nephropathy

  2026 EBioMedicine article Medicine Renal Diseases and Glomerulopathies Open access

  0

  citations
• Treatment effect heterogeneity of radiotherapy in localized Ewing sarcoma: A secondary analysis of the EURO-E.W.I.N.G. 99 and Ewing 2008 trial

  2026 European Journal of Cancer article Medicine Sarcoma Diagnosis and Treatment Open access

  1

  citations
• Built environment and travel: Tackling non-linear residential self-selection with double machine learning

  2025 Transportation Research Part D Transport and Environment article Social Sciences Urban Transport and Accessibility Open access

  39

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• Predicting benefit from adjuvant therapy with corticosteroids in community-acquired pneumonia: a data-driven analysis of randomised trials

  2025 The Lancet Respiratory Medicine article Medicine Pneumonia and Respiratory Infections Open access

  61

  citations
• Estimating individualized treatment effects from randomized controlled trials: a simulation study to compare risk-based approaches

  2023 BMC Medical Research Methodology article Mathematics Advanced Causal Inference Techniques Open access

  14

  citations
• Is there a role for statistics in artificial intelligence?

  2021 Advances in Data Analysis and Classification article Mathematics Statistics Education and Methodologies Open access

  76

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• Predictive approaches to heterogeneous treatment effects: a scoping review

  2020 BMC Medical Research Methodology article Mathematics Statistical Methods in Clinical Trials Open access

  88

  citations

7 results