April 26, 2024 article Open access From algorithms to action: improving patient care requires causality BMC Medical Informatics and Decision Making DOI: 10.1186/s12911-024-02513-3 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 2 stored of 8 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 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 When accurate prediction models yield harmful self-fulfilling prophecies 2025 Patterns article Computer Science Machine Learning in Healthcare Open access 16 citations 2 results References 3 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 When accurate prediction models yield harmful self-fulfilling prophecies 2023 arXiv (Cornell University) preprint Computer Science Machine Learning in Healthcare Open access 5 citations 3 results