He earned his medical degree from Rush Medical College and completed general surgery residency at the University of Virginia Health Sciences Center. Dr. Gleason subsequently completed his cardiothoracic residency and fellowship at the Hospital of the University of Pennsylvania. He joined the faculty of the University of Pennsylvania School of Medicine in 2003.