October 01, 2025 article Open access Counterfactual prediction from machine learning models: transportability and joint analysis for model development and evaluation using multi-source data Diagnostic and Prognostic Research DOI: 10.1186/s41512-025-00201-y Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 0 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