Health Empowerment by Analytics, Learning, and Semantics (HEALS)

The Center for Health Empowerment by Analytics, Learning, and Semantics (HEALS) is a five-year collaboration between Rensselaer and IBM aimed at researching how the application of advanced cognitive computing capabilities can help people to understand and improve their own health conditions.

HEALS will advance the understanding of chronic disease prevention through data-driven discovery and analysis of factors that can help predict the propensity to develop chronic conditions and provide personalized health recommendations and lifestyle guidance for clinicians to deliver to their patients.

Specifically, the center plans to develop cognitive tools for health empowerment that use analytics, knowledge-driven learning, and semantics-based interrogation to address data-to-knowledge gaps to enable clinicians and patients to help manage and prevent of chronic diseases and conditions.

In addition to developing new computational technologies, RPI researchers at the HEALS center aim to collect relevant clinical and non-clinical knowledge, as well as gather and integrate user-generated data from such sources as individual lifestyle questionnaires, health or wellness data from mobile fitness tracking devices, and social network data from shared online activities.

For more detail on this project and a full listing of the HEALS team, visit https://idea.rpi.edu/research/projects/heals.

Funding Agency/Sponsor

Selected Publications