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Deep Learning Captures More Accurate Diffusion Fiber Orientations Distributions than Constrained Spherical Deconvolution
Confocal histology provides an opportunity to establish intra-voxel fibe...
11/13/2019 ∙ by Vishwesh Nath, et al. ∙
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Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE
Abstract. Intra-voxel models of the diffusion signal are essential for i...
07/15/2019 ∙ by Vishwesh Nath, et al. ∙
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3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles
Detailed whole brain segmentation is an essential quantitative technique...
03/28/2019 ∙ by Yuankai Huo, et al. ∙
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Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning
Coronary artery calcium (CAC) is biomarker of advanced subclinical coron...
11/10/2018 ∙ by Yuankai Huo, et al. ∙
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Splenomegaly Segmentation on Multi-modal MRI using Deep Convolutional Networks
The findings of splenomegaly, abnormal enlargement of the spleen, is a n...
11/09/2018 ∙ by Yuankai Huo, et al. ∙
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Inter-Scanner Harmonization of High Angular Resolution DW-MRI using Null Space Deep Learning
Diffusion-weighted magnetic resonance imaging (DW-MRI) allows for non-in...
10/09/2018 ∙ by Vishwesh Nath, et al. ∙
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Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data
Whole brain segmentation on a structural magnetic resonance imaging (MRI...
06/01/2018 ∙ by Yuankai Huo, et al. ∙
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A Data Colocation Grid Framework for Big Data Medical Image Processing - Backend Design
When processing large medical imaging studies, adopting high performance...
12/22/2017 ∙ by Shunxing Bao, et al. ∙
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Improved Stability of Whole Brain Surface Parcellation with Multi-Atlas Segmentation
Whole brain segmentation and cortical surface parcellation are essential...
12/02/2017 ∙ by Yuankai Huo, et al. ∙
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