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Abstract #3579

Rapid phase unwrapping with deep learning for shimming applications

Yuhang Shi1
1Corporate Research Institute, United Imaging Healthcare, Shanghai, China

The implementation of shimming relies on phase unwrapping techniques to measure the underlying field inhomogeneity. This work presents a simple and effective deep learning based phase unwrapping method to accelerate the field mapping stage for shimming applications. The method significantly reduces the compulational time and shows similar performance compared to the conventional path-following method for shimming applications.

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