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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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MR Slice Profile Estimation by Learning to Match Internal Patch Distributions


Mar 31, 2021
Shuo Han, Samuel Remedios, Aaron Carass, Michael Schär, Jerry L. Prince

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* 12 pages, 6 figures, accepted by Information Processing in Medical Imaging (IPMI) 2021 
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Information-based Disentangled Representation Learning for Unsupervised MR Harmonization


Mar 24, 2021
Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince

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* Accepted in the 27th International Conference on Information Processing in Medical Imaging (IPMI 2021) 
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A Structural Causal Model for MR Images of Multiple Sclerosis


Mar 05, 2021
Jacob C. Reinhold, Aaron Carass, Jerry L. Prince

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* Under review 
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Dual-cycle Constrained Bijective VAE-GAN For Tagged-to-Cine Magnetic Resonance Image Synthesis


Jan 14, 2021
Xiaofeng Liu, Fangxu Xing, Jerry L. Prince, Aaron Carass, Maureen Stone, Georges El Fakhri, Jonghye Woo

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* Accepted to IEEE International Symposium on Biomedical Imaging (ISBI) 2021 
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Self domain adapted network


Jul 07, 2020
Yufan He, Aaron Carass, Lianrui Zuo, Blake E. Dewey, Jerry L. Prince

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* early accept in miccai2020 
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Validating uncertainty in medical image translation


Feb 11, 2020
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass

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* IEEE ISBI 2020 
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Finding novelty with uncertainty


Feb 11, 2020
Jacob C. Reinhold, Yufan He, Shizhong Han, Yunqiang Chen, Dashan Gao, Junghoon Lee, Jerry L. Prince, Aaron Carass

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* SPIE Medical Imaging 2020 
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