Horseshoe Branch is a stream located in Leslie County, Kentucky. It appears on the Hyden East USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,073.20 feet (327.11 m) above sea level. The nearest populated place is Frew, approximately 1.3 miles to the NNE.