My research broadly focuses on machine learning applications to medical imaging. Currently, my research is focused on improving and accelerating abdominal MRI imaging through pulse sequence development and deep learning reconstruction methods. I work in the research group led by Dr. Maria Altbach and Dr. Ali Bilgin, where one of our goals is to accelerate abdominal MRI to eventually be able to acquire a high quality image with full coverage of the abdomen in a single breath hold.
In the past, I have worked on projects applying machine learning and computational topology to mammography, CT, and SPECT imaging.