Talks

Here you can find slides for talks and posters I’ve given.

A probabilistic perspective on modelling disease progression (with some optimal transport) 20th March 2025. Sussex Department of Mathematics

Unscrambling disease progression at scale: fast inference of event permutations with optimal transport 12th December 2024. Neural Information Processing Systems

Learning timelines of dementia progression using machine learning and multi-modal data 15th March 2024. Brighton and Sussex Medical School Dementia Research Symposium. Also given to Alzheimer’s Research UK South Coast Network Conference, 13th September 2024

Learning transition times in event sequences: the Temporal Event-Based Model of disease progression 29th June 2021. Information Processing in Medical Imaging (IPMI)

Data-driven models of disease progression. 5th March 2021. 23rd Congress of Japan Human Brain Mapping

Learning transition times in event sequences: the Event-Based Hidden Markov Model of disease progression. 11th December 2020. Machine Learning for Health Workshop (ML4H) at NeurIPS 2020

Image-based disease progression modelling of dementia and its application to Huntington’s disease. 7th September 2020. Scottish Dementia Research Consortium

Gaussian Process Progression Modelling of structural MRI changes in Huntington’s disease. 13th August 2020. International Society for Magnetic Resonance in Medicine

Data driven models of disease progression. 31st January 2020. Juntendo University Hospital, Japan.

Computational models for clinical trial design in Huntington’s disease. 6th September 2019. Inria Sophia Antipolis, France.

From the Higgs to Huntington’s: methods for learning from data. 24th May 2019. UCL High Energy Physics, UK.