Differences between human and machine perception in medical diagnosis

Taro Makino, Stanislaw Jastrzebski, Witold Oleszkiewicz +18

Deep neural networks (DNNs) show promise in image-based medical diagnosis, but cannot be fully trusted since their performance can be severely degraded by dataset shifts to which h…