Deep learning-based segmentation of non-perfused volume after magnetic resonance guided high-intensity focused ultrasound therapies: a retrospective evaluation on clinical patient data.
INTRODUCTION Non-perfused volume (NPV) is a key imaging biomarker for treatment efficacy in MR -guided high-intensity focused ultrasound (MR-HIFU). In uterine fibroids therapies, the NPV ratio is strongly associated with clinical outcomes and long-term efficacy. We developed and clinically evaluated a deep learning-bas...