Patient-Level Cancer Prediction Models From a Nationwide Patient Cohort: Model Development and Validation.

Our results show that it is possible to easily develop applicable cancer prediction models with nationwide claim data using machine learning. The 7 models showed acceptable performances and explainability, and thus can be distributed easily in real-world environments.