Pickens remained a small town throughout the twentieth century, although improvements continued. In 1947 Dr. Gaine E. Cannon began Cannon Memorial Hospital as a clinic, which expanded to a forty-seven-bed hospital in 1949 and moved to new facilities in 1982.