Current Research and Scholarly Interests
My research focuses on improving acute ischemic stroke care by applying the latest deep learning algorithm on clinical routine imaging and patient clinical data. This includes:
1) more precise prediction of the final stroke lesion from the baseline MR or CT images. This prediction will enable physicians to better select patients for reperfusion therapy.
2) prediction penumbra using non-contrast enhanced MRI.
3) Automatic detection of artery occlusion and mTICI classification on DSA image.