Dr. Peter Chang describes the thought process behind his award winning brain hemorrhage detection algorithm with AuntMinnie. This novel algorithm is able to detect punctate microhemorrhages smaller than 0.01 mL with high accuracy while maintaining an extremely low false-positive rate.