selected publications
- Krakencoder: a unified brain connectome translation and fusion tool. Nature methods. 2025 Academic Article GET IT
- Durable T cell immunity to COVID-19 vaccines in MS patients on B cell depletion therapy. NPJ vaccines. 2025 Academic Article GET IT
- Predicting cognition using estimated structural and functional connectivity networks and artificial intelligence in multiple sclerosis. 2025 GET IT
- Novel Risk Factors for Predicting Immune Effector Cell-Associated Neurotoxicity Syndrome. 2025 GET IT
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Longitudinal investigation of neuroimaging changes related to memory decline in multiple sclerosis: Testing a mechanistic model.
Multiple sclerosis (Houndmills, Basingstoke, England).
2025
Academic Article
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Times cited: 1 - TSPO-PET Reveals Higher Inflammation in White Matter Disrupted by Paramagnetic Rim Lesions in Multiple Sclerosis. 2025 GET IT
- Release the Krakencoder: A unified brain connectome translation and fusion tool. 2024 GET IT
- Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder. 2024 GET IT
- Quantifying the Relationship Between Multiple Sclerosis Lesions and Depression. Biological psychiatry. 2024 Letter GET IT
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A randomized controlled trial of oral antipyretic treatment to reduce overheating during exercise in adults with multiple sclerosis.
Journal of neurology.
2024
Academic Article
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Times cited: 1 - The sequence of regional structural disconnectivity due to multiple sclerosis lesions. Brain communications. 2023 Academic Article GET IT
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Larger lesion volume in people with multiple sclerosis is associated with increased transition energies between brain states and decreased entropy of brain activity.
Network neuroscience (Cambridge, Mass.).
2023
Academic Article
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Times cited: 7 -
Dynamic Functional Connectivity Better Predicts Disability Than Structural and Static Functional Connectivity in People With Multiple Sclerosis.
Frontiers in neuroscience.
2022
Academic Article
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Times cited: 10 -
Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups.
NeuroImage. Clinical.
2021
Academic Article
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Times cited: 8 -
Machine learning to investigate superficial white matter integrity in early multiple sclerosis.
Journal of neuroimaging : official journal of the American Society of Neuroimaging.
2021
Academic Article
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Times cited: 16 - Structural disconnectivity from paramagnetic rim lesions is related to disability in multiple sclerosis. Brain and behavior. 2021 Academic Article GET IT
- Lesion features on magnetic resonance imaging discriminate multiple sclerosis patients. European journal of neurology. 2021 Academic Article GET IT
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Classifying multiple sclerosis patients on the basis of SDMT performance using machine learning.
Multiple sclerosis (Houndmills, Basingstoke, England).
2020
Academic Article
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Times cited: 28 -
Machine Learning Methods Predict Individual Upper-Limb Motor Impairment Following Therapy in Chronic Stroke.
Neurorehabilitation and neural repair.
2020
Academic Article
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Times cited: 55 -
Comparison of classification methods for tissue outcome after ischaemic stroke.
The European journal of neuroscience.
2019
Academic Article
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Times cited: 3