Research in the Cheryl Dennison Lab aims to improve cardiovascular care for high-risk groups through multidisciplinary and health information technology-based methods. Our studies focus on reducing system and provider obstacles to implementing cardiovascular guidelines in various health care environments. Additional research interests include chronic illness management, quality of care, interdisciplinary teamwork and provider behavior.

The Mark Dredze Lab investigates topics such as natural language processing, speech, machine learning and intelligent user interfaces. Our team is currently exploring several key health information applications, including information extraction from social media and biomedical and clinical texts. Our recent research in these areas include vaccine communication during the Disneyland measles outbreak; the validity of online drug forums for estimating trends in drug use; and the use of Twitter to examine social rationales for vaccine refusal.

Researchers in the Harold Lehmann Lab study evidence-based medicine. We are currently examining the informatics infrastructure of research and the secondary use of electronic health record data for research. The team is also evaluating the value of classic evidence reports versus social media versus links to community services for community health workers.

Research in the John Matthew Austin Lab explores health care performance measures, with a goal of improving patient care by enabling healthcare providers to view data about their performance, track patient outcomes and comply with best care practices. Our lab is currently working to develop performance measures for the ICU part, and we are part of The Leapfrog Group, an annual survey of U.S. hospitals that compares hospital performance on national measures of safety, quality and efficiency. Our research also explores the use of scientifically sound decision-support tools for guiding improvements in healthcare delivery systems.

The Jonathan Weiner Lab researches the impact of electronic health records (EHRs), e-health and other health information technology (HIT) on populations, integrated delivery systems and public health agencies.