Overview#
TL;DR
This page gives a short overview of the tutorials that you can find on the website.
Disease Course Sequencing (Event Based Modelling)
Tutorial 1: A walkthrough of fitting a KDE EBM on simulated data
Tutorial 2: A walkthrough of fitting a DEBM on simulated data
Tutorial 3: (wishlist) A walkthrough of fitting a KDE EBM on real data
Tutorial 4: (wishlist) A walkthrough of fitting a DEBM on real data
Cross-sectional data Probabilistic
Disease Course Mapping
Tutorial 1 - Linear Mixed Effect Models limitations
Tutorial 2 - Get ready with Leaspy
Tutorial 3 - Leaspy advanced
Longitudinal data Non linear Mixed-effects model Spatiotemporal trajectory
GP Progression Model
Tutorial 1 - (GPPM) GP Progression Model Walkthrough
Tutorial 2 - (GPPM-DS) GP Progression Model Dynamical Systems Walkthrough
Longitudinal data To complete
Data simulation
Work-in-progress…
In the meantime, the KDE EBM walkthrough shows you how to simulate relevant data.
To complete