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August 18, 2024Magnetic Resonance in MedicineOpen Access

Improving Xenon‐129 lung ventilation image SNR with deep‐learning based image reconstruction

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Abstract

To evaluate the feasibility and utility of a deep learning (DL)-based reconstruction for improving the SNR of hyperpolarized

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Cite This Study

Stewart et al. (2024) studied this question.

synapsesocial.com/papers/68e5bd3ab6db6435875552f6 https://doi.org/10.1002/mrm.30250

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Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1Improving Xenon-129 Lung Ventilation Image Quality with a Commercial Deep-Learning Based Image Reconstruction2024
2Deep Learning Reconstruction for <scp> <sup>129</sup> Xe </scp> Diffusion‐Weighted <scp>MRI</scp> Enables Use of Natural Abundant Xenon and Improved Image Acceleration2025
3Deep Learning Reconstruction for <scp> <sup>129</sup> Xe </scp> Diffusion‐Weighted <scp>MRI</scp> Enables Use of Natural Abundant Xenon and Improved Image AccelerationRetrospective Study · 2025 · 1 citations
4Comparative evaluation of supervised and unsupervised deep learning strategies for denoising hyperpolarized 2025 · 3 citations
5Implementation of Hyperpolarized 129Xe Accelerated MRI in Phantom and Human Lungs: Preliminary Study and Troubleshooting2024