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P-EBM: Parimonious Event-Based Model of Disease Progression

P-EBM estimates a sequence of events and allows (one or more of) them to occur simultaneously. This generalises the conventional EBM, which allows only serial orderings.

This software package was built upon the KDE-EBM package, and extended to allow estimation of simultaneous events, as described in Parker et. al. 2022.

Installation

See INSTALL file for installation instructions.

Walkthrough

The Jupyter Notebook in the /walkthrough folder provides a simple example of how to use the P-EBM package.

Relevant Publications

P-EBM

Conventional EBM

KDE EBM

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