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Aaron Carass

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Revisiting registration-based synthesis: A focus on unsupervised MR image synthesis

Feb 19, 2024
Savannah P. Hays, Lianrui Zuo, Yihao Liu, Anqi Feng, Jiachen Zhuo, Jerry L. Prince, Aaron Carass

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Is Registering Raw Tagged-MR Enough for Strain Estimation in the Era of Deep Learning?

Jan 31, 2024
Zhangxing Bian, Ahmed Alshareef, Shuwen Wei, Junyu Chen, Yuli Wang, Jonghye Woo, Dzung L. Pham, Jiachen Zhuo, Aaron Carass, Jerry L. Prince

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AniRes2D: Anisotropic Residual-enhanced Diffusion for 2D MR Super-Resolution

Dec 07, 2023
Zejun Wu, Samuel W. Remedios, Blake E. Dewey, Aaron Carass, Jerry L. Prince

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Towards an accurate and generalizable multiple sclerosis lesion segmentation model using self-ensembled lesion fusion

Dec 03, 2023
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Dzung L. Pham, Aaron Carass, Jerry L. Prince

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Harmonization-enriched domain adaptation with light fine-tuning for multiple sclerosis lesion segmentation

Oct 31, 2023
Jinwei Zhang, Lianrui Zuo, Blake E. Dewey, Samuel W. Remedios, Savannah P. Hays, Dzung L. Pham, Jerry L. Prince, Aaron Carass

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MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction

Aug 05, 2023
Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince

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A Survey on Deep Learning in Medical Image Registration: New Technologies, Uncertainty, Evaluation Metrics, and Beyond

Jul 28, 2023
Junyu Chen, Yihao Liu, Shuwen Wei, Zhangxing Bian, Shalini Subramanian, Aaron Carass, Jerry L. Prince, Yong Du

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Rapid Brain Meninges Surface Reconstruction with Layer Topology Guarantee

Apr 13, 2023
Peiyu Duan, Yuan Xue, Shuo Han, Lianrui Zuo, Aaron Carass, Caitlyn Bernhard, Savannah Hays, Peter A. Calabresi, Susan M. Resnick, James S. Duncan, Jerry L. Prince

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Optimal operating MR contrast for brain ventricle parcellation

Apr 04, 2023
Savannah P. Hays, Lianrui Zuo, Yuli Wang, Mark G. Luciano, Aaron Carass, Jerry L. Prince

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DrDisco: Deep Registration for Distortion Correction of Diffusion MRI with single phase-encoding

Apr 01, 2023
Zhangxing Bian, Muhan Shao, Aaron Carass, Jerry L. Prince

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