An MRI is often preferred when the examination requires high-contrast images of soft tissues. For instance, MRI is the go-to option for imaging the brain or spinal cord, detecting tumors in soft tissues, and evaluating joint abnormalities. The lack of radiation also makes it a safer choice for long-term monitoring.