December 01, 2025 review Open access Cancer Risk Prediction Using Machine Learning for Supporting Early Cancer Diagnosis in Symptomatic Patients: A Systematic Review of Model Types Cancer Medicine DOI: 10.1002/cam4.71463 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 14 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 External validation of prognostic models: what, why, how, when and where? 2020 Clinical Kidney Journal article Mathematics Statistical Methods in Epidemiology Open access 880 citations Understanding how a personalized risk prediction tool (VALUE-PERSARC) supports informed treatment decisions of soft-tissue sarcomas patients in daily clinical practice – A mixed methods study 2024 European Journal of Cancer article Health Professions Patient-Provider Communication in Healthcare Open access 7 citations 2 results