A structured evaluation framework and scorecard for explainable AI is demonstrated on heatmaps for detecting breast lesions in synthetic mammograms.
Sanity checks for saliency maps.Advances in neural information processing systems, 31, 2018
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Evaluating Explainability: A Framework for Systematic Assessment and Reporting of Explainable AI Features
A structured evaluation framework and scorecard for explainable AI is demonstrated on heatmaps for detecting breast lesions in synthetic mammograms.