My research objectives are
to measure, analyze, screen, diagnose, optimize, monitor, and manage patient's mental, physical,social, and environmental conditions and contexts to maintain and improve individual and population health.
especially to timely and accurately diagnose and intervene in privacy-preserving manners, by sensing, advanced statistics, data mining, machine learning, information security, etc.
to develop a general statistical framework for effectively and efficiently monitoring, diagnosing, and controlling variation in data-rich environments such as the healthcare and service industries. Variability is a major factor associated with the costs of poor quality performance. Improving process predictability, stability and capability by reducing variability is the key to competitiveness.
My research area is closely related to designing, cultivating, collecting, processing, protecting, and destructing data over its lifecycle, which has been shown in my various accomplishment.