Speech-based Sociability Assessment for Mental Health The Problem: Sociability is a transdiagnostic mental health construct implicated in several mental health disorders such as depression, psychosis, suicidality, etc. Existing tools for sociability assessment are...
Privacy-preserving Social Ambiance Assessment The Problem: A social interaction consists of contributions by the individual, the environment and the interaction between the two. Ideally, to enable effective assessment and interventions for social isolation, an issue...
Novel signatures for Type-2 diabetes progression using continuous glucose monitoring Daytime glucose signatures for early prediction of type 2 diabetes onset and progression in adults with or at risk of type 2 diabetes in a predominantly Mexican-American population...
Deep representation learning Deep representation learning of physiological and behavioral sensor data We train deep networks to automatically extract physiological and biobehavioral features from raw data collected by wearable/mobile sensors to help understand and...
Estimation of Human Circadian Phase Estimation of Human Circadian Phase This project aims to develop mathematical/machine learning models to measure circadian rhythm using non-invasive physiological and behavioral sensors. Team DR. AKANE SANO Assistant Professor, ECE...
