Interpreting extracted rules from ensemble of trees: Application to computer-aided diagnosis of breast MRI

Cristina Gallego-Ortiz, Anne L. Martel

High predictive performance and ease of use and interpretability are important requirements for the applicability of a computer-aided diagnosis (CAD) to human reading studies. We p…