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Quantifying the uncertainty of neural networks using Monte Carlo dropout for deep learning based quantitative MRI


Dec 02, 2021
Mehmet Yigit Avci, Ziyu Li, Qiuyun Fan, Susie Huang, Berkin Bilgic, Qiyuan Tian

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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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