Research interests of Dr. Lin’s group lie at the interactions of data analytics, quality engineering and healthcare. Her group focuses on the following research directions: Statistical learning and data mining: biomedical and sensing data analysis; quality engineering: system modeling and prognosis, prognostic-based monitoring; medical decision making: personalized medicine, disease prevention and monitoring.