AIMed Presentation: 50 Shades of Models

I was on the faculty of the AIMed Conference, which was just held in Laguna Beach California. This gave me the opportunity to discuss the value of different approaches to create predictive models for analyses of patient monitoring data. Specifically, my overview focused on the differences among: White box models that incorporate well understood relationships of human physiology Black box machine learning models that are purely extracted from data The…