A graduate of Wofford College, Dr. Weatherby received his medical degree from the Medical University of South Carolina. He went on to complete a residency in Orthopaedic Surgery at the University of Tennessee College of Medicine in Chattanooga and a Foot and Ankle fellowship at the Foundation for Orthopaedic, Athletic and Reconstructive Research in Houston.