Selected Publications

(2021). Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data. Nature Communications.

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(2021). Sequence of clinical and neurodegeneration events in Parkinson's disease progression. Brain: a journal of Neurology.

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(2020). Analyzing large Alzheimer's disease cognitive datasets: Considerations and challenges. Alzheimer’s & Dementia: Diagnosis, Assessment & Disease Monitoring.

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(2020). Quantitative detection and staging of presymptomatic cognitive decline in familial Alzheimer's disease: a retrospective cohort analysis. ALZHEIMERS RESEARCH & THERAPY.

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(2020). Prion propagation estimated from brain diffusion MRI is subtype dependent in sporadic Creutzfeldt–Jakob disease. Acta Neuropathologica.

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(2020). The ENIGMA-Epilepsy working group: Mapping disease from large data sets. Human Brain Mapping.

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(2020). Robust markers and sample sizes for multi-centre trials of Huntington's disease.. Ann Neurol.

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(2020). Towards a European Health Research and Innovation Cloud (HRIC). Genome medicine.

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(2020). Sequences of cognitive decline in typical Alzheimer's disease and posterior cortical atrophy estimated using a novel event-based model of disease progression. Alzheimer’s & Dementia.

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(2019). ABCD Neurocognitive Prediction Challenge 2019: Predicting individual fluid intelligence scores from structural MRI using probabilistic segmentation and kernel ridge regression. **.

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

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(2018). An image-based model of brain volume biomarker changes in Huntington's disease. Annals of Clinical and Translational Neurology.

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(2018). Data-driven models of dominantly-inherited Alzheimer's disease progression. Brain.

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(2014). A data-driven model of biomarker changes in sporadic Alzheimer's disease. Brain.

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