Systems and methods for hemorrhage identification and determination of functional outcome and treatment

A computing device comprising:

• a processor;
• and
• memory comprising processor-executable instructions that when executed by the processor cause performance of operations comprising:
• receiving a computed tomography (CT) scan of a brain of a patient;
• identifying a hemorrhage region in the CT scan;
• identifying a brain tissue region, in the CT scan, excluding the hemorrhage region;
• determining a normalized CT-density associated with the hemorrhage region based upon the hemorrhage region and the brain tissue region;
• and
• determining a probability of hemorrhage expansion based upon the normalized CT-density associated with the hemorrhage region.

A non-transitory machine readable medium having stored thereon processor-executable instructions that when executed cause performance of operations comprising:

• receiving a computed tomography (CT) scan of a brain of a patient;
• identifying one or more anatomic landmarks in the CT scan;
• identifying a hemorrhage region in the CT scan;
• generating, based upon the one or more anatomic landmarks and the hemorrhage region in the CT scan, a normalized hemorrhage map indicative of the hemorrhage region;
• generating a spatial representation of the hemorrhage region based upon a comparison of the normalized hemorrhage map to a dissimilarity heat map;
• identifying a brain tissue region, in the CT scan, excluding the hemorrhage region;
• determining a normalized CT-density associated with the hemorrhage region based upon the brain tissue region and the hemorrhage region in at least one of the CT scan or the normalized hemorrhage map;
• and
• determining a treatment plan for the patient based upon the spatial representation of the hemorrhage region and the normalized CT-density.