Neural Network Image Reconstruction for Magnetic Particle Imaging

Neural Network Image Reconstruction for Magnetic Particle Imaging

We investigate neural network image reconstruction for magnetic particle imaging. The network performance strongly depends on the convolution effects of the spectrum input data. The larger convolution effect appearing at a relatively smaller nanoparticle size obstructs the network training. The trai...

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Bibliographic Details
Main Author: Byung Gyu Chae
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2017-12-01
Series:ETRI Journal
Subjects:
Convolution effects
Image reconstruction
Magnetic particle imaging
Neural network
System matrix
Online Access:https://doi.org/10.4218/etrij.2017-0094

Internet

https://doi.org/10.4218/etrij.2017-0094

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