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08/06/2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging
Saliency maps have become a widely used method to make deep learning mod...
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05/29/2020
Assessing the validity of saliency maps for abnormality localization in medical imaging
Saliency maps have become a widely used method to assess which areas of ...
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11/14/2019
Give me (un)certainty – An exploration of parameters that affect segmentation uncertainty
Segmentation tasks in medical imaging are inherently ambiguous: the boun...
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08/12/2019
Deep Tone Mapping Operator for High Dynamic Range Images
A computationally fast tone mapping operator (TMO) that can quickly adap...
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03/21/2018