A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
arXiv: Computer Vision and Pattern Recognition, 2019.
Medical imaging only indirectly measures the molecular identity of the tissue within each voxel, which often produces only ambiguous image evidence for target measures of interest, like semantic segmentation. This diversity and the variations of plausible interpretations are often specific to given image regions and may thus manifest on...More
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