Rockhouse Creek is a stream located in Morgan County, Kentucky. It appears on the White Oak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 789.67 feet (240.69 m) above sea level. The nearest populated place is Matthew, approximately 0.3 miles to the NNE.