We evaluated the utility of PROPELLER T2 FSE with deep-learning (DL) reconstruction in the setting of prostate and rectal imaging, with the goal of overcoming respiratory and peristaltic motion, improving image sharpness, and achieving high-resolution imaging within a comparable scan time to the traditional T2 FSE techniques. We demonstrated that in absence of DL reconstruction, the PROPELLER T2 FSE images suffer from excessive noise and lower subjective quality. However, with utilization of DL reconstruction, High-resolution and motion robust images were obtained at clinically acceptable scan times.
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