Distortion correction of single-shot EPI enabled by deep-learning

Purpose: A distortion correction method for single-shot EPI was proposed. Point-spread-function encoded EPI (PSF-EPI) images were used as the references to correct traditional EPI images based on deep neural network. Theory and methods: The PSF-EPI method can obtain distortion-free echo planar image...

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Bibliographic Details
Main Authors: Zhangxuan Hu, Yishi Wang, Zhe Zhang, Jieying Zhang, Huimao Zhang, Chunjie Guo, Yuejiao Sun, Hua Guo
Format: Article
Language:English
Published: Elsevier 2020-11-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S105381192030656X