138 citations · 370 across the 19 of their papers we have counts for
Showing 2018 · stat.MLShow all
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stat.ML2018
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols
Neerav Karani, Krishna Chaitanya, Christian Baumgartner +1
Convolutional neural networks (CNNs) have shown promising results on several segmentation tasks in magnetic resonance (MR) images. However, the accuracy of CNNs may degrade severel…
stat.ML2018
Temporal Interpolation via Motion Field Prediction
Lin Zhang, Neerav Karani, Christine Tanner +1
Navigated 2D multi-slice dynamic Magnetic Resonance (MR) imaging enables high contrast 4D MR imaging during free breathing and provides in-vivo observations for treatment planning…