Elk Creek is a stream located in Whitley County, Kentucky. It appears on the Jellico East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 945.81 feet (288.28 m) above sea level. The nearest populated place is Red Ash, approximately 0.6 miles to the N.