We validate claims using medical records, disease registries, patient and provider surveys, focus groups, clinical oncology data, and the National Death Index. Our team of research experts builds predictive models in multidimensional electronic data to identify health outcomes and indications and reduce bias from misclassification. We use supervised machine learning to deliver stronger studies with more reliable results.