A multi-task deep learning model maps frontal X-rays to continuous text for producing diagnoses, textual justifications, and alternative images, with expert study showing better justification than saliency maps.
Oakden-Rayner, Exploring the chestxray14 dataset: prob- lems, https://lukeoakdenrayner.wordpress.com/2017/12/18/ the-chestxray14-dataset-problems/ , 2017
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Justifying Diagnosis Decisions by Deep Neural Networks
A multi-task deep learning model maps frontal X-rays to continuous text for producing diagnoses, textual justifications, and alternative images, with expert study showing better justification than saliency maps.