Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features

Ashkan Khakzar, Yang Zhang, Wejdene Mansour +5

Neural networks have demonstrated remarkable performance in classification and regression tasks on chest X-rays. In order to establish trust in the clinical routine, the networks'…