Louise Lake is a lake located in Madison County, Montana. It appears on the Noble Peak USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 8,853.25 feet (2,698.47 m) above sea level. The nearest populated place is Leiterville, approximately 4.6 miles to the SW.