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BUDA-SAGE with unsupervised denoising enables fast, distortion-free, high-resolution T2, T2*, iron and myelin susceptibility mapping

Author:Zijing Zhang  Long Wang  Hyeong-Geol Shin  Jaejin Cho  Tae Hyung Kim  Jongho Lee  Jinmin Xu  Tao Zhang  Huafeng Liu  Berkin Bilgic  

Session Type:Digital Poster  

Session Date:Wednesday, 19 May 2021  

Topic:Quantitative Relaxation Parameter Mapping in the Brain  

Session Name:Relaxometry in the Brain: High Field & Multiparameter Mapping  

Program Number:3062  

Room Session:Concurrent 1  

Institution:Massachusetts General Hospital  Seoul National University  Subtle Medical Inc  Zhejiang University  

Robust Multi-shot EPI with Untrained Artificial Neural Networks: Unsupervised Scan-specific Deep Learning for Blip Up-Down Acquisition (BUDA)

Author:Tae Hyung Kim  Zijing Zhang  Jaejin Cho  Borjan Gagoski  Justin Haldar  Berkin Bilgic  

Session Type:Oral  

Session Date:Tuesday, 18 May 2021  

Topic:Machine Learning for Data Acquisition & Image Reconstruction  

Session Name:Machine Learning for Data Acquisition & Image Reconstruction  

Program Number:0224  

Room Session:Concurrent 1  

Institution:Athinoula A. Martinos Center for Biomedical Imaging  Boston Children's Hospital  University of Southern California  Harvard Medical School  Zhejiang University