Artificial intelligence has the ability to monitor disease and predict disease course. We employ the latest state-of-the-art AI algorithms to monitor disease -- in brain tumors, demyelinating disease, neurodegenerative diseases, and more -- and deploy these in the radiological workflow. We also deploy these algorithms across massive datasets to better understand individual disease trajectories in our patients.