April 01, 2024 article Open access Causal machine learning for predicting treatment outcomes Nature Medicine DOI: 10.1038/s41591-024-02902-1 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 7 stored of 340 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access From gut to brain: data-driven evidence suggests causal contribution of gut-microbiota to major depressive disorder in humans 2026 Gut Microbes article Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access 0 citations 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 Impact of Near‐Positivity Violations on IPTW‐Estimated Marginal Structural Survival Models With Time‐Dependent Confounding 2025 Biometrical Journal article Mathematics Advanced Causal Inference Techniques Open access 2 citations Chronic kidney disease and dementia: an epidemiological perspective 2025 Nature Reviews Nephrology review Medicine Dementia and Cognitive Impairment Research Open access 13 citations When accurate prediction models yield harmful self-fulfilling prophecies 2025 Patterns article Computer Science Machine Learning in Healthcare Open access 16 citations GPT-4o and the Quest for Machine Learning Interpretability in ICU Mortality Prediction 2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access 0 citations 7 results References 2 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access 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 Prediction Under Interventions: Evaluation of Counterfactual Performance Using Longitudinal Observational Data 2024 Epidemiology article Mathematics Advanced Causal Inference Techniques Open access 27 citations 2 results