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Yuchen Xie, Ph.D.

Affiliations: 
2012 University of Florida, Gainesville, Gainesville, FL, United States 
Area:
Computer Engineering, Computer Science, Radiology
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"Yuchen Xie"
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Baba Vemuri grad student 2012 UF Gainesville
 (Geometric approaches to group-wise image analysis.)

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Publications

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Yip MYT, Lim G, Lim ZW, et al. (2020) Technical and imaging factors influencing performance of deep learning systems for diabetic retinopathy. Npj Digital Medicine. 3: 40
Sun J, Xie Y, Ye W, et al. (2013) Dictionary learning on the manifold of square root densities and application to reconstruction of diffusion propagator fields. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 619-31
Xie Y, Ho J, Vemuri B. (2013) On A Nonlinear Generalization of Sparse Coding and Dictionary Learning. Machine Learning : Proceedings of the International Conference. International Conference On Machine Learning. 1480-1488
Xie Y, Ho J, Vemuri BC. (2013) Multiple Atlas construction from a heterogeneous brain MR image collection. Ieee Transactions On Medical Imaging. 32: 628-35
Xie Y, Chen T, Ho J, et al. (2012) Multi-class DTI Segmentation: A Convex Approach. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 2012: 115-123
Xie Y, Ho J, Vemuri BC. (2011) Nonnegative factorization of diffusion tensor images and its applications. Information Processing in Medical Imaging : Proceedings of the ... Conference. 22: 550-61
Xie Y, Tao X. (2011) White Matter Lesion Segmentation Using Machine Learning and Weakly Labeled MR Images Proceedings of Spie. 7962
Xie Y, Ho J, Vemuri BC. (2010) Image Atlas Construction via Intrinsic Averaging on the Manifold of Images. Proceedings / Cvpr, Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2010: 2933-2939
Xie Y, Vemuri BC, Ho J. (2010) Statistical analysis of tensor fields. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 682-9
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