1. INTRODUCTION
Ultrasound (US) and Magnetic Resonance Imaging (MRI) are both routinely used in clinical practice, particularly in the field of gynecology. Due to the differences in their own imaging process, they present specific strengths and limits. Indeed, US images provide real time high-resolution images with enhanced anatomic landmarks but suffer from low signal to noise ratio and reduced field of view. Conversely, MRI offers a wide field of view with a good signal to noise ratio while its lower spatial resolution hinders the recognition of millimetric anatomic details. Hence, information triggered by both modalities are often required to accurately identify and plan the treatment of numerous conditions.