The region of interest (ROI) holds paramount significance in the realms of MRI (Magnetic Resonance Imaging) and ultrasound; two distinct yet complementary medical imaging techniques. In MRI; the ROI refers to the specific anatomical area or volume under scrutiny; meticulously chosen to unravel intricate details within the body. Renowned for its exceptional tissue differentiation and high-resolution capabilities; MRI excels in portraying soft tissues;...