Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data

Author:

Chung Hyungjin,Cha Eunju,Sunwoo LeonardORCID,Ye Jong Chul

Funder

Seoul National University Bundang Hospital

National Research Foundation of Korea

Korea Advanced Institute of Science and Technology

Publisher

Elsevier BV

Subject

Computer Graphics and Computer-Aided Design,Health Informatics,Computer Vision and Pattern Recognition,Radiology, Nuclear Medicine and imaging,Radiological and Ultrasound Technology

Reference50 articles.

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3. Unpaired training of deep learning tmra for flexible spatio-Temporal resolution;Cha;IEEE Trans. Med. Imaging,2021

4. Geometric approaches to increase the expressivity of deep neural networks for mr reconstruction;Cha;IEEE J. Sel. Top. Signal Process.,2020

5. Unsupervised MRI reconstruction with generative adversarial networks;Cole;arXiv preprint arXiv:2008.13065,2020

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