Magnetic resonance imaging (MRI) is the most frequently utilized cross-sectional imaging technique for assessing knee pain and injuries due to its excellent soft tissue contrast, particularly valuable for diagnosing abnormalities in the menisci, ligaments, and cartilage [1]. Standard clinical knee MRI primarily relies on two-dimensional (2D), multiplanar fast spin-echo (FSE) sequences with different combinations of contrasts, fat suppression and orientations, enabling efficient data acquisition …