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A latent space for unsupervised MR image quality control via artifact assessment


Feb 01, 2023
Lianrui Zuo, Yuan Xue, Blake E. Dewey, Yihao Liu, Jerry L. Prince, Aaron Carass

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* Accepted at the International Society for Optics and Photonics - Medical Imaging (SPIE-MI) 2023 

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Deep Unsupervised Phase-based 3D Incompressible Motion Estimation in Tagged-MRI


Jan 18, 2023
Zhangxing Bian, Fangxu Xing, Jinglun Yu, Muhan Shao, Yihao Liu, Aaron Carass, Jonghye Woo, Jerry L. Prince

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Segmenting thalamic nuclei from manifold projections of multi-contrast MRI


Jan 15, 2023
Chang Yan, Muhan Shao, Zhangxing Bian, Anqi Feng, Yuan Xue, Jiachen Zhuo, Rao P. Gullapalli, Aaron Carass, Jerry L. Prince

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* 8 pages, 3 figures, 2023 SPIE-MI Image Processing 

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HACA3: A Unified Approach for Multi-site MR Image Harmonization


Dec 12, 2022
Lianrui Zuo, Yihao Liu, Yuan Xue, Blake E. Dewey, Murat Bilgel, Ellen M. Mowry, Scott D. Newsome, Peter A. Calabresi, Susan M. Resnick, Jerry L. Prince, Aaron Carass

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On Finite Difference Jacobian Computation in Deformable Image Registration


Dec 12, 2022
Yihao Liu, Junyu Chen, Shuwen Wei, Aaron Carass, Jerry Prince

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Deep filter bank regression for super-resolution of anisotropic MR brain images


Sep 06, 2022
Samuel W. Remedios, Shuo Han, Yuan Xue, Aaron Carass, Trac D. Tran, Dzung L. Pham, Jerry L. Prince

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Deep Learning-based Segmentation of Pleural Effusion From Ultrasound Using Coordinate Convolutions


Aug 05, 2022
Germain Morilhat, Naomi Kifle, Sandra FinesilverSmith, Bram Ruijsink, Vittoria Vergani, Habtamu Tegegne Desita, Zerubabel Tegegne Desita, Esther Puyol-Anton, Aaron Carass, Andrew P. King

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* This paper has been accepted for publication at the MICCAI FAIR workshop 

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Disentangling A Single MR Modality


May 10, 2022
Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass

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Coordinate Translator for Learning Deformable Medical Image Registration


Mar 05, 2022
Yihao Liu, Lianrui Zuo, Shuo Han, Jerry L. Prince, Aaron Carass

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Data-driven Uncertainty Quantification in Computational Human Head Models


Oct 29, 2021
Kshitiz Upadhyay, Dimitris G. Giovanis, Ahmed Alshareef, Andrew K. Knutsen, Curtis L. Johnson, Aaron Carass, Philip V. Bayly, Michael D. Shields, K. T. Ramesh

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