SYSTEMS AND METHODS OF PREDICTION OF ISCHEMIC BRAIN TISSUE FATE FROM MULTI-PHASE CT-ANGIOGRAPHY IN PATIENTS WITH ACUTE ISCHEMIC STROKE USING MACHINE LEARNING

摘要

The invention relates to systems and methods for predicting ischemic brain tissue fate from multi-phase CT-angiography. More specifically, systems and methods are provided that enable meaningful prediction of core, penumbra and perfusion from mCTA images using software that has been trained via machine learning to interpret mCTA images.