Accelerated proton resonance frequency‐based magnetic resonance thermometry by optimized deep learning method

This study demonstrates that deep learning-based reconstruction significantly enhances the accuracy and efficiency of MR thermometry, particularly in the context of FUS-based clinical treatments for uterine fibroids. This approach could also be extended to other applications such as essential tremor and prostate cancer treatments where MRI-guided FUS plays a critical role.

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Institutions

Publication Details

Journal
Medical Physics
Published
2025-05-31
DOI
https://doi.org/10.1002/mp.17909
Citations
1
Primary Topic
Advanced MRI Techniques and Applications
Type
article
Field-Weighted Citation Impact
1.36

Funders

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article

Accelerated proton resonance frequency‐based magnetic resonance thermometry by optimized deep learning method

Guofeng Shen, Shenyan Zong, Sijie Xu, Chang‐Sheng Mei et al.
1 citations
Medical Physics
Advanced MRI Techniques and Applications
1.36
article

Accelerated proton resonance frequency‐based magnetic resonance thermometry by optimized deep learning method

Guofeng Shen, Shenyan Zong, Sijie Xu, Chang‐Sheng Mei, Yueran Zhao, He Wang
article en
1 citations

Abstract

This study demonstrates that deep learning-based reconstruction significantly enhances the accuracy and efficiency of MR thermometry, particularly in the context of FUS-based clinical treatments for uterine fibroids. This approach could also be extended to other applications such as essential tremor and prostate cancer treatments where MRI-guided FUS plays a critical role.

Medical PhysicsVol. 52(7)
Tongji University (CN), Brigham and Women's Hospital (US), Harvard University (US), Shanghai Jiao Tong University (CN), Soochow University (TW), Fudan University (CN), Shanghai Institute for Science of Science (CN), Shanghai Center for Brain Science and Brain-Inspired Technology (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 19%
Advanced MRI Techniques and Applications
1.36
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Accelerated proton resonance frequency‐based magnetic resonance thermometry by optimized deep learning method — Guofeng Shen, Shenyan Zong, et al. · Medical Physics (2025) | TGRS Research Map | TGRS