Our
Projects
A showcase of our ongoing and completed projects advancing surgical intelligence, innovation, and impact through cutting-edge AI research and clinical collaboration.
MasTER
MasTER (Mass-Casualty Trauma and Emergency Response) is an intelligent, human-in-the-loop software platform powered by deep reinforcement learning. It is designed to support real-time decision-making during mass-casualty incidents by facilitating patient transfers and optimizing resource allocation. MasTER addresses critical challenges in high-pressure environments—such as mass shootings, crowd crushes, and terrorist attacks—where timely and coordinated responses are essential.
The system leverages advanced reinforcement learning models trained in realistic simulation environments and integrates expert oversight to ensure reliable, explainable recommendations. Beyond trauma response, MasTER is adaptable to a range of emergencies, including public health crises like COVID-19 and military medical evacuations. Its modular design enables deployment as both a live decision support tool and a simulation-based training platform.