Johannes Enevoldsen Profile picture
MD, PhD student @AarhusUni. Interested in health, statistics, R and recently Julia.
Jun 13 6 tweets 3 min read
New paper!

We introduce #GAMs as a tool for analysing medical monitoring data. We also present the idea that GAMs can be used to decompose a medical waveform into individual, physiologically relevant, components.

w/ @ucfagls and @SimonTVistisen

link.springer.com/article/10.100… Example 1: Pulse pressure ("the strength of a heart beat") varies with ventilation (mechanical). We can use a cyclic spline to represent the repeating effect of ventilation on pulse pressure. The smooth effect of respir...