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Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging


Oct 11, 2020
Vishnu M. Bashyam, Jimit Doshi, Guray Erus, Dhivya Srinivasan, Ahmed Abdulkadir, Mohamad Habes, Yong Fan, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Theodore D. Satterthwaite, Daniel H. Wolf, Raquel E. Gur, Ruben C. Gur, John C. Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Haochang Shou, Ilya M. Nasrallah, Christos Davatzikos


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Online Graph Completion: Multivariate Signal Recovery in Computer Vision


Aug 12, 2020
Won Hwa Kim, Mona Jalal, Seongjae Hwang, Sterling C. Johnson, Vikas Singh

* 9 pages, 7 figures, CVPR 2017 Conference 

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DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer


Aug 21, 2019
Haoliang Sun, Ronak Mehta, Hao H. Zhou, Zhichun Huang, Sterling C. Johnson, Vivek Prabhakaran, Vikas Singh

* ICCV 2019 

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Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective


Nov 20, 2017
Ronak Mehta, Hyunwoo J. Kim, Shulei Wang, Sterling C. Johnson, Ming Yuan, Vikas Singh


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Accelerating Permutation Testing in Voxel-wise Analysis through Subspace Tracking: A new plugin for SnPM


Jul 24, 2017
Felipe Gutierrez-Barragan, Vamsi K. Ithapu, Chris Hinrichs, Camille Maumet, Sterling C. Johnson, Thomas E. Nichols, Vikas Singh, the ADNI

* 36 pages, 16 figures 

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The Incremental Multiresolution Matrix Factorization Algorithm


May 16, 2017
Vamsi K. Ithapu, Risi Kondor, Sterling C. Johnson, Vikas Singh

* Computer Vision and Pattern Recognition (CVPR) 2017, 10 pages 

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