most citedAnatomical and Diagnostic Bayesian Segmentation in Prostate MRI Should Different Clinical Objectives Mandate Different Loss Functions?

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cs.CV2018

Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks

Jasper Linmans, Jim Winkens, Bastiaan S. Veeling +2

We propose a semantic segmentation model that exploits rotation and reflection symmetries. We demonstrate significant gains in sample efficiency due to increased weight sharing, as…

cs.CV2018

Rotation Equivariant CNNs for Digital Pathology

Bastiaan S. Veeling, Jasper Linmans, Jim Winkens +2

We propose a new model for digital pathology segmentation, based on the observation that histopathology images are inherently symmetric under rotation and reflection. Utilizing rec…