Browsing The College of Engineering and Computer Science by Author "Blankenberg, Francis G."
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Benchmarking saliency methods for chest X-ray interpretation
Nguyen, Do Trung Chanh; Saporta, Adriel; Agrawal, Ashwin; Pareek, Anuj; Truong, Steven Q. H.; Ngo, Van Doan; Seekins, Jayne; Blankenberg, Francis G.; Ng, Andrew Y.; Lungren, Matthew P.; Rajpurkar, Pranav (2022-08)Saliency methods, which produce heat maps that highlight the areas of the medical image that influence model prediction, are often presented to clinicians as an aid in diagnostic decision-making. However, rigorous investigation ...