Enhancing Knee MR Image Clarity through Image Domain Super-Resolution Reconstruction

Enhancing Knee MR Image Clarity through Image Domain Super-Resolution Reconstruction

This study introduces a hybrid analytical super-resolution (SR) pipeline aimed at enhancing the resolution of medical magnetic resonance imaging (MRI) scans. The primary objective is to overcome the limitations of clinical MRI resolution without the need for additional expensive hardware. The propos...

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Bibliographic Details
Main Authors: Vishal Patel, Alan Wang, Andrew Paul Monk, Marco Tien-Yueh Schneider
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Bioengineering
Subjects:
super-resolution
magnetic resonance images (MRI)
image reconstruction
machine learning
convolutional neural networks (CNN)
Online Access:https://www.mdpi.com/2306-5354/11/2/186

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https://www.mdpi.com/2306-5354/11/2/186

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