Calhoun Branch is a stream located in Swain County, North Carolina. It appears on the Thunderhead Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,300.53 feet (1,006.00 m) above sea level. The nearest populated place is Tremont, approximately 4.7 miles to the N.