Can saliency maps flag chest radiograph classifier errors at a new hospital? An external validation study

Aashish Chapagai, Angad Singh Gurtatta, Erik Cambria

Saliency maps are offered as a safeguard for medical image classifiers, but whether they reveal individual errors at a new hospital remains largely untested. We trained a convoluti…