Using technologies such as computer vision and machine learning programs, we will develop new methods for gathering clues about a child's behavior that could lead to a diagnosis of autism at an early age, when therapy is most effective, said Anind Dey, associate professor in Carnegie Mellon's Human-Computer Interaction Institute.