Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging

Abstract

The use of saliency maps in the high-risk domain of medical imaging warrants additional scrutiny and recommend that detection or segmentation models be used if localization is the desired output of the network.<b>Keywords:</b> Technology Assessment, Technical Aspects, Feature Detection, Convolutional Neural Network (CNN) Supplemental material is available for this article. © RSNA, 2021.