DDoS-UNet: Incorporating Temporal Information Using Dynamic Dual-Channel UNet for Enhancing Super-Resolution of Dynamic MRI

DDoS-UNet: Incorporating Temporal Information Using Dynamic Dual-Channel UNet for Enhancing Super-Resolution of Dynamic MRI

Magnetic resonance imaging (MRI) provides high spatial resolution and excellent soft-tissue contrast without using harmful ionising radiation. Dynamic MRI is an essential tool for interventions to visualise movements or changes of the target organ. However, such MRI acquisitions with high temporal r...

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Bibliographic Details
Main Authors: Soumick Chatterjee, Chompunuch Sarasaen, Georg Rose, Andreas Nurnberger, Oliver Speck
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
MRI reconstruction
undersampled MRI
dynamic MRI
super-resolution
dual-channel training
deep learning
Online Access:https://ieeexplore.ieee.org/document/10597433/

Internet

https://ieeexplore.ieee.org/document/10597433/

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