MRI is preferred when detailed images of soft tissues are required, particularly for complex cases where ultrasound results are inconclusive. It is highly effective for evaluating fibroids, adenomyosis, endometriosis, and ovarian masses. MRI is also useful in the staging of gynecologic cancers, providing detailed information about the extent and spread of malignancies.