Deep Learning-Powered Super Resolution Reconstruction Improves 2D T2-Weighted Turbo Spin Echo MRI of the Hippocampus

Deep Learning-Powered Super Resolution Reconstruction Improves 2D T2-Weighted Turbo Spin Echo MRI of the Hippocampus

Purpose: To assess the performance of 2D T2-weighted (w) Turbo Spin Echo (TSE) MRI reconstructed with a deep learning (DL)-powered super resolution reconstruction (SRR) algorithm combining compressed sensing (CS) denoising and resolution upscaling for high-resolution hippocampal imaging in patients...

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Bibliographic Details
Main Authors: Elisabeth Sartoretti, Thomas Sartoretti, Alex Alfieri, Tobias Hoh, Alexander Maurer, Manoj Mannil, Christoph A. Binkert, Sabine Sartoretti-Schefer
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
magnetic resonance imaging
artificial intelligence
hippocampus
compressed sensing
super resolution reconstruction
Online Access:https://www.mdpi.com/2076-3417/15/15/8202
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