Deep-learning

Health Analytics

We are embarking on questions that arise in examination of large, disparate and multimodal hospital data sets. Can we impact and inform the formation of dynamic health intervention and improved safety and care

Large Scale Surveillance

We are interested in the problems that arise when we examine hundreds of cameras. This big data problem opens up many new questions.

Social Media Analysis

We study patterns in social media data; who is talking to who? What are they talking about? What is their sentiment? We discover latent community structures, their topics and trends.