We will obtain a one-time blood measurement of immunity to preventable infectious diseases, such as measles, mumps, and human papillomavirus in people who have been vaccinated. This will help identify people who do not respond strongly to certain vaccines, to identify at-risk populations for infectious diseases and HPV-associated cancers. The goal is to develop targeted vaccination and prevention strategies for infectious... more »

We will reach out to the public to upload eye images using smartphones and evaluate them, creating a large corpus of human eye images. A convolutional neural network will be trained to diagnose eye diseases, and then used to remotely provide human-level prescreening and diagnosis to patients, for easy and early detection and treatment. Few studies started building AI systems but the available images are insufficient.... more »