239 citations · 451 across the 31 of their papers we have counts for
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A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design
Shunxing Bao, Yuankai Huo, Prasanna Parvathaneni +6
When processing large medical imaging studies, adopting high performance grid computing resources rapidly becomes important. We recently presented a "medical image processing-as-a-…
Adversarial Synthesis Learning Enables Segmentation Without Target Modality Ground Truth
Yuankai Huo, Zhoubing Xu, Shunxing Bao +3
A lack of generalizability is one key limitation of deep learning based segmentation. Typically, one manually labels new training images when segmenting organs in different imaging…
Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation
Yuankai Huo, Shunxing Bao, Prasanna Parvathaneni +1
Whole brain segmentation and cortical surface parcellation are essential in understanding the anatomical-functional relationships of the brain. Multi-atlas segmentation has been re…
Splenomegaly Segmentation using Global Convolutional Kernels and Conditional Generative Adversarial Networks
Yuankai Huo, Zhoubing Xu, Shunxing Bao +7
Spleen volume estimation using automated image segmentation technique may be used to detect splenomegaly (abnormally enlarged spleen) on Magnetic Resonance Imaging (MRI) scans. In…