M. Schut

A Correspondence Score for Validating Learned Patient Representations in Clinical Tabular Data

Identifying patients with similar clinical characteristics is important for cohort discovery, clinical decision support, and personalized medicine. However, it is unclear whether learned patient representations preserve the similarities present in the original clinical data. We propose a correspondence score to directl...