Radiology is the medical discipline that uses medical imaging to diagnose and treat diseases. Radiologists are medical doctors that specialize in diagnosing and treating injuries and diseases using medical imaging procedures such as X-rays, computed tomography, magnetic resonance imaging, nuclear medicine, positron emission tomography and ultrasound.