Dr. Serena Yeung's research focuses on machine learning in medicine and healthcare, and in particular, the development of computer vision algorithms to extract new insights and knowledge from visual data ranging from surgery and behavioral science videos to cell images. Her research has been broadly in the areas of computer vision, machine learning, and deep learning, with particular focus on human activity and video understanding, and applications to healthcare.