Metalearners for estimating heterogeneous treatment effects using machine learning

• Language-informed treatment recommendations in psychiatry: bridging the gap in individual predictability

  2026 Frontiers in Psychiatry article Computer Science Machine Learning in Healthcare Open access

  0

  citations
• Individualised treatment effects of corticosteroids in IgA nephropathy

  2026 EBioMedicine article Medicine Renal Diseases and Glomerulopathies Open access

  0

  citations
• Quantifying the CO₂ mitigation potential from sustainable urban planning in European cities

  2026 Sustainable Production and Consumption article Social Sciences Urban Transport and Accessibility Open access

  1

  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
• 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
• A supervised deep learning method for nonparametric density estimation

  2024 Electronic Journal of Statistics article Mathematics Statistical Methods and Inference Open access

  2

  citations
• Countering “Fake News” Through Public Education and Advertisements: An Experimental Analysis

  2023 Political Research Quarterly article Social Sciences Misinformation and Its Impacts

  3

  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
• Assessing Heterogeneity of Treatment Effect in Real-World Data

  2023 Annals of Internal Medicine article Mathematics Advanced Causal Inference Techniques Open access

  36

  citations
• 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

10 results