Publications

(2024). Generative Music Medicine. ISMIR.

Project

(2024). Estimation of Brain Tissue Probability Maps using a Differentiable MRI Simulator. ICML Differentiate Anything Workshop.

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(2023). InverseSR: 3D Brain MRI Super-Resolution Using a Latent Diffusion Model. MICCAI MBIA.

Preprint Code

(2021). Bayesian Image Reconstruction using Deep Generative Models. NeurIPS Workshop on Deep Generative Models and Downstream Applications.

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(2020). TADPOLE Challenge: Results after 1 Year Follow-up. arXiv.

Preprint PDF Code Project Video

(2019). Disease Knowledge Transfer across Neurodegenerative Diseases. arXiv.

Preprint PDF Code Project

(2019). BrainPainter: A software for the visualisation of brain structures, biomarkers and associated pathological processes. MICCAI MBIA.

Preprint Code Website

(2019). PhD thesis: Modelling the Neuroanatomical Progression of Alzheimer's Disease and Posterior Cortical Atrophy. PhD thesis: Modelling the Neuroanatomical Progression of Alzheimer’s Disease and Posterior Cortical Atrophy.

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(2019). Longitudinal neuroanatomical and cognitive progression of posterior cortical atrophy. Brain.

(2019). DIVE: A spatiotemporal progression model of brain pathology in neurodegenerative disorders. NeuroImage.

Preprint PDF Code Project

(2018). Uncovering the heterogeneity and temporal complexity of neurodegenerative diseases with Subtype and Stage Inference. Nature Comm..

Preprint PDF Project

(2018). Progression of regional grey matter atrophy in multiple sclerosis. Brain.

PDF Project

(2018). An image‐based model of brain volume biomarker changes in Huntington's disease. Annals of neurology.

(2017). A vertex clustering model for disease progression: application to cortical thickness images. IPMI.

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(2015). Multiple orderings of events in disease progression. IPMI.

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