September 17, 2025 article Open access Correlation does not equal causation: the imperative of causal inference in machine learning models for immunotherapy Frontiers in Immunology DOI: 10.3389/fimmu.2025.1630781 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 13 References 1 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 G-formula with multiple imputation for causal inference with incomplete data 2025 Statistical Methods in Medical Research article Mathematics Advanced Causal Inference Techniques Open access 4 citations 1 result