Simultaneous Super-Resolution and Distortion Correction for Single-shot EPI DWI using Deep Learning
Xinyu Ye, Peipei Wang, Sisi Li, Jieying Zhang, Yuan Lian, Yajing Zhang, Jie Lu, Hua Guo
This paper develops a deep learning method to enhance resolution and correct distortion in single-shot EPI DWI images using a modified GAN architecture and a fractional anisotropy loss.
bioRxiv · Dec 3, 2021 · PreprintNeuroscience