OverviewΒΆ

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: (coming soon) A walkthrough of fitting a KDE EBM on real data

Tutorial 4: (coming soon) A walkthrough of fitting a DEBM on real data

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Cross-sectional data Probabilistic

Disease Course Mapping

Tutorial 1 - Linear Mixed Effect Models limitations

Tutorial 2 - Get ready with Leaspy

Tutorial 3 - Leaspy advanced

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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

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Longitudinal data To complete

Data simulation

Lorem Ipsum

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To complete

Gaussian Process Progression Model Disease Course Sequencing with the Event Based Model