Artificial Intelligence Algorithms Need to Be Explainable-or Do They?

Abstract

With the growing role of artificial intelligence (AI) in radiology, there is concern over the black-box nature of modern AI algorithms. Users of AI often have no way of knowing how or why an algorithm arrived at a prediction, which makes it difficult for a user to appraise or critique the quality of