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SRNR: Training neural networks for Super-Resolution MRI using Noisy high-resolution Reference data


Nov 10, 2022
Jiaxin Xiao, Zihan Li, Berkin Bilgic, Jonathan R. Polimeni, Susie Huang, Qiyuan Tian

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* 2 pages, 5 figures, submitted to ISMRM 

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SDnDTI: Self-supervised deep learning-based denoising for diffusion tensor MRI


Nov 14, 2021
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Jonathan R. Polimeni, Berkin Bilgic, David H. Salat, Susie Y. Huang

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SRDTI: Deep learning-based super-resolution for diffusion tensor MRI


Feb 17, 2021
Qiyuan Tian, Ziyu Li, Qiuyun Fan, Chanon Ngamsombat, Yuxin Hu, Congyu Liao, Fuyixue Wang, Kawin Setsompop, Jonathan R. Polimeni, Berkin Bilgic, Susie Y. Huang

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Highly Accelerated Multishot EPI through Synergistic Combination of Machine Learning and Joint Reconstruction


Aug 08, 2018
Berkin Bilgic, Itthi Chatnuntawech, Mary Kate Manhard, Qiyuan Tian, Congyu Liao, Stephen F. Cauley, Susie Y. Huang, Jonathan R. Polimeni, Lawrence L. Wald, Kawin Setsompop

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