Publications
Here you can find selected publications grouped by topic and pre-prints of things I’m currently working on.
Progression modelling: Methods
Subtype and stage inference with timescales
The temporal event-based model: Learning event timelines in progressive diseases
Progression modelling: Applications
Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
An image-based model of brain volume biomarker changes in Huntington’s disease
Software development
pySuStaIn: a Python implementation of the Subtype and Stage Inference algorithm
Clinical study analysis
Robust markers and sample sizes for multicenter trials of Huntington disease