The overall incidence of spontaneous ICH worldwide is 24.6 per 100,000 person-years. Approximately half of the mortality occurs within the first 24 hours, highlighting the critical importance of early and effective treatment of the same.

The deep learning frameworks have enabled more accurate and faster detection. The radiologists could scale their diagnostic efforts with the increased CPU and GPU processing power available. Time is a matter of grave concern for medical diagnosis, and early identification of the location and type of any hemorrhage can potentially add years to the life of a patient.