Translational health informatics from risk prediction modeling to risk assessment service

Abstract

This tutorial will focus on the issues when utilizing new scientific discoveries in healthcare, especially in the era of Artificial Intelligence, moving from bench to bedside, on to communities and finally to the population. Instructors will firstly give an overview of translational health informatics from risk prediction modeling to risk assessment service, and introduce the pipeline of risk prediction modelling with hands-on, then deep dive to key steps along the translational journey, for addressing real-life problems such as risk model adaption and localization, dealing with unobservable features when applying risk models, and bridging the gap from a risk score to intervention plan.