1.3k citations · 1.9k across the 20 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.NE2018
CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss
Blaine Rister, Darvin Yi, Kaushik Shivakumar +2
Fully-convolutional neural networks have achieved superior performance in a variety of image segmentation tasks. However, their training requires laborious manual annotation of lar…
cs.CL2018
A Scalable Machine Learning Approach for Inferring Probabilistic US-LI-RADS Categorization
Imon Banerjee, Hailey H. Choi, Terry Desser +1
We propose a scalable computerized approach for large-scale inference of Liver Imaging Reporting and Data System (LI-RADS) final assessment categories in narrative ultrasound (US)…