Fast and Robust Diffusion Kurtosis Parametric Mapping Using a Three-Dimensional Convolutional Neural Network

Fast and Robust Diffusion Kurtosis Parametric Mapping Using a Three-Dimensional Convolutional Neural Network

Diffusion kurtosis imaging (DKI) is an advanced diffusion imaging method that captures complex brain microstructural properties; however, it often has a lengthy acquisition time compared to conventional diffusion tensor imaging (DTI). Recently, a deep learning-based method has shown the potential fo...

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Bibliographic Details
Main Authors: Zhiwei Li, Ting Gong, Zhichao Lin, Hongjian He, Qiqi Tong, Chen Li, Yi Sun, Feng Yu, Jianhui Zhong
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
3D convolutional neural networks
deep learning
diffusion kurtosis imaging
diffusion-weighted magnetic resonance imaging
hierarchical structure
Online Access:https://ieeexplore.ieee.org/document/8723313/

Internet

https://ieeexplore.ieee.org/document/8723313/

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