Ongoing Research at MIT
With the rapid advent of machine learning and new biomarker discoveries, we are poised to enter an era of prolific technological advancements that will result in substantial gains in health improvements and increases in longevity. Patients with access to advanced medical care may preferentially benefit from these technologies, leading to inverted health ecosystems (the ones who need the most care, get the least). My research creates novel intersections between engineering, medical imaging, machine learning, and medicine to improve health and diagnose and cure diseases. Key goals are: 1) Novel medical technologies for translational clinical and biomedical research and real world impact; 2) Augmenting artificial intelligence (AI), machine learning (ML), medical imaging and neural network capabilities for personalized digital medicines and improving health outcomes; and 3) Empowering patients, physicians, researchers, and regulators for making informed healthcare decisions.