Acceleration of Magnetic Resonance Fingerprinting Reconstruction Using Denoising and Self-Attention Pyramidal Convolutional Neural Network
Magnetic resonance fingerprinting (MRF) based on echo-planar imaging (EPI) enables whole-brain imaging to rapidly obtain T1 and T2* relaxation time maps. Reconstructing parametric maps from the MRF scanned baselines by the inner-product method is computationally expensive. We aimed to accelerate the...
Main Authors: | , , , , , , , , |
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Format: | Article |
Jezik: | English |
Izdano: |
MDPI AG
2022-02-01
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Serija: | Sensors |
Teme: | |
Online dostop: | https://www.mdpi.com/1424-8220/22/3/1260 |