selected publications
- The Transition From Homogeneous to Heterogeneous Machine Learning in Neuropsychiatric Research. Biological psychiatry global open science. 2024 Review GET IT
- Predicting Task Activation Maps from Resting-State Functional Connectivity using Deep Learning. 2024 GET IT
- Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder. 2024 GET IT
- Contributions of network structure, chemoarchitecture and diagnostic categories to transitions between cognitive topographies. Nature biomedical engineering. 2024 Academic Article GET IT
- Data-driven biomarkers better associate with stroke motor outcomes than theory-based biomarkers. Brain communications. 2024 Academic Article GET IT
- Bridging Psilocybin-Induced Changes in the Brain's Dynamic Functional Connectome With an Individual's Subjective Experience. Biological psychiatry. Cognitive neuroscience and neuroimaging. 2024 Academic Article GET IT
- Quantifying the Relationship Between Multiple Sclerosis Lesions and Depression. Biological psychiatry. 2024 Letter GET IT
- Altered structural connectivity and functional brain dynamics in individuals with heavy alcohol use elucidated via network control theory. Biological psychiatry. Cognitive neuroscience and neuroimaging. 2024 Academic Article GET IT
- Release the Krakencoder: A unified brain connectome translation and fusion tool. 2024 GET IT
- Predicting Language Function Post-Stroke: A Model-Based Structural Connectivity Approach. Neurorehabilitation and neural repair. 2024 Academic Article GET IT
- Controlling the human connectome with spatially diffuse input signals. 2024 GET IT
- Diffusion Tensor Imaging Along Perivascular Spaces (DTI-ALPS) to Assess Effects of Age, Sex, and Head Size on Interstitial Fluid Dynamics in Healthy Subjects. Journal of Alzheimer's disease reports. 2024 Academic Article GET IT
- Infarct-related structural disconnection and delirium in surgical aortic valve replacement patients. Annals of clinical and translational neurology. 2023 Academic Article GET IT
- The sequence of regional structural disconnectivity due to multiple sclerosis lesions. Brain communications. 2023 Academic Article GET IT
- Altered structural connectivity and functional brain dynamics in individuals with heavy alcohol use. 2023 GET IT
- Human brain responses are modulated when exposed to optimized natural images or synthetically generated images. Communications biology. 2023 Academic Article GET IT
- Data-driven biomarkers outperform theory-based biomarkers in predicting stroke motor outcomes. 2023 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: 4 -
Association of brain tissue cerebrospinal fluid fraction with age in healthy cognitively normal adults.
Frontiers in aging neuroscience.
2023
Academic Article
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Times cited: 6 - Association Between the Attention Network Test, Neuropsychological Measures, and Disability in Post-Acute Traumatic Brain Injury. Neurotrauma reports. 2023 Academic Article GET IT
- Computational modelling in disorders of consciousness: closing the gap towards personalised models for restoring consciousness. NeuroImage. 2023 Academic Article GET IT
- Comparisons of electrophysiological markers of impaired executive attention after traumatic brain injury and in healthy aging. NeuroImage. 2023 Academic Article GET IT
- Glymphatic clearance estimated using diffusion tensor imaging along perivascular spaces is reduced after traumatic brain injury and correlates with plasma neurofilament light, a biomarker of injury severity. Brain communications. 2023 Academic Article GET IT
- Graph-matching distance between individuals' functional connectomes varies with relatedness, age, and cognitive score. Human brain mapping. 2023 Academic Article GET IT
- Association of Brain Age, Lesion Volume, and Functional Outcome in Patients With Stroke. Neurology. 2023 Academic Article GET IT
- Altered brain activity and functional connectivity after MDMA-assisted therapy for post-traumatic stress disorder. Frontiers in psychiatry. 2023 Academic Article GET IT
- Functional alteration due to structural damage is network dependent: insight from multiple sclerosis. Cerebral cortex (New York, N.Y. : 1991). 2022 Academic Article GET IT
- Personalized visual encoding model construction with small data. Communications biology. 2022 Academic Article GET IT
- Editorial: Advances in brain functional and structural networks modeling via graph theory. Frontiers in neuroscience. 2022 Editorial Article GET IT
- Receptor-informed network control theory links LSD and psilocybin to a flattening of the brain's control energy landscape. Nature communications. 2022 Academic Article GET IT
- Frontoparietal network activation is associated with motor recovery in ischemic stroke patients. Communications biology. 2022 Academic Article GET IT
- Early effect of thrombolysis on structural brain network organisation after anterior-circulation stroke in the randomized WAKE-UP trial. Human brain mapping. 2022 Academic Article GET IT
- Longitudinal alterations in gamma-aminobutyric acid (GABAA) receptor availability over ∼ 1 year following traumatic brain injury. Brain communications. 2022 Academic Article GET IT
- Dynamic Functional Connectivity Better Predicts Disability Than Structural and Static Functional Connectivity in People With Multiple Sclerosis. Frontiers in neuroscience. 2022 Academic Article GET IT
- Disease correlates of rim lesions on quantitative susceptibility mapping in multiple sclerosis. Scientific reports. 2022 Academic Article GET IT
- Lesions in different prefrontal sectors are associated with different types of acquired personality disturbances. Cortex; a journal devoted to the study of the nervous system and behavior. 2021 Academic Article GET IT
- Predicting Individual Task Contrasts From Resting-state Functional Connectivity using a Surface-based Convolutional Network. NeuroImage. 2021 Academic Article GET IT
- NeuroGen: Activation optimized image synthesis for discovery neuroscience. NeuroImage. 2021 Academic Article GET IT
- Shared functional connections within and between cortical networks predict cognitive abilities in adult males and females. Human brain mapping. 2021 Academic Article GET IT
- Smaller spared subcortical nuclei are associated with worse post-stroke sensorimotor outcomes in 28 cohorts worldwide. Brain communications. 2021 Academic Article GET IT
- Functional connectome reorganization relates to post-stroke motor recovery and structural and functional disconnection. NeuroImage. 2021 Academic Article GET IT
- Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups. NeuroImage. Clinical. 2021 Academic Article GET IT
- 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 GET IT
- 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
- Heritability and interindividual variability of regional structure-function coupling. Nature communications. 2021 Academic Article GET IT
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Estimated Regional White Matter Hyperintensity Burden, Resting State Functional Connectivity, and Cognitive Functions in Older Adults.
The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry.
2021
Academic Article
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Times cited: 4 - Cortical response to naturalistic stimuli is largely predictable with deep neural networks. Science advances. 2021 Academic Article GET IT
- Distinct functional and structural connections predict crystallised and fluid cognition in healthy adults. Human brain mapping. 2021 Academic Article GET IT
- Neuroimaging correlates of emotional response-inhibition discriminate between young depressed adults with and without sub-threshold bipolar symptoms (Emotional Response-inhibition in Young Depressed Adults). Journal of affective disorders. 2020 Academic Article GET IT
- A Multi-Ligand Imaging Study Exploring GABAergic Receptor Expression and Inflammation in Multiple Sclerosis. Molecular imaging and biology. 2020 Academic Article GET IT
- Estimation of Multiple Sclerosis lesion age on magnetic resonance imaging. NeuroImage. 2020 Academic Article GET IT
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Sex classification using long-range temporal dependence of resting-state functional MRI time series.
Human brain mapping.
2020
Academic Article
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Times cited: 20 -
Functional Connectivity and Structural Disruption in the Default-Mode Network Predicts Cognitive Rehabilitation Outcomes in Multiple Sclerosis.
Journal of neuroimaging : official journal of the American Society of Neuroimaging.
2020
Academic Article
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Times cited: 4 -
The ENIGMA Stroke Recovery Working Group: Big data neuroimaging to study brain-behavior relationships after stroke.
Human brain mapping.
2020
Information Resource
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Times cited: 7 -
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: 49 -
Machine learning in resting-state fMRI analysis.
Magnetic resonance imaging.
2020
Review
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Times cited: 146 -
Longitudinal increases in structural connectome segregation and functional connectome integration are associated with better recovery after mild TBI.
Human brain mapping.
2019
Academic Article
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Times cited: 29 -
Ensemble learning with 3D convolutional neural networks for functional connectome-based prediction.
NeuroImage.
2019
Academic Article
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Times cited: 82 -
The impact of white matter hyperintensities on the structural connectome in late-life depression: Relationship to executive functions.
NeuroImage. Clinical.
2019
Academic Article
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Times cited: 42 - NeuroMeasure: A Software Package for Quantification of Cortical Motor Maps Using Frameless Stereotaxic Transcranial Magnetic Stimulation. Frontiers in neuroinformatics. 2019 Academic Article GET IT
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Resting-State Functional Connectivity Magnetic Resonance Imaging and Outcome After Acute Stroke.
Stroke.
2018
Academic Article
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Times cited: 63 -
Comparison of two different methods of image analysis for the assessment of microglial activation in patients with multiple sclerosis using (R)-[N-methyl-carbon-11]PK11195.
PloS one.
2018
Academic Article
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Times cited: 10 -
Impact of Focal White Matter Damage on Localized Subcortical Gray Matter Atrophy in Multiple Sclerosis: A 5-Year Study.
AJNR. American journal of neuroradiology.
2018
Academic Article
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Times cited: 16 -
Baseline biomarkers of connectome disruption and atrophy predict future processing speed in early multiple sclerosis.
NeuroImage. Clinical.
2018
Academic Article
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Times cited: 24 -
White matter tract network disruption explains reduced conscientiousness in multiple sclerosis.
Human brain mapping.
2018
Academic Article
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Times cited: 21 -
Combining Quantitative Susceptibility Mapping with Automatic Zero Reference (QSM0) and Myelin Water Fraction Imaging to Quantify Iron-Related Myelin Damage in Chronic Active MS Lesions.
AJNR. American journal of neuroradiology.
2017
Academic Article
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Times cited: 38 -
Reduction of PK11195 uptake observed in multiple sclerosis lesions after natalizumab initiation.
Multiple sclerosis and related disorders.
2017
Academic Article
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Times cited: 17 -
The Brain's Structural Connectome Mediates the Relationship between Regional Neuroimaging Biomarkers in Alzheimer's Disease.
Journal of Alzheimer's disease : JAD.
2017
Academic Article
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Times cited: 9 -
Cognitive deficits in non-demented diabetic elderly appear independent of brain amyloidosis.
Journal of the neurological sciences.
2016
Academic Article
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Times cited: 4 -
The application of a mathematical model linking structural and functional connectomes in severe brain injury.
NeuroImage. Clinical.
2016
Academic Article
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Times cited: 34 -
Structural connectome disruption at baseline predicts 6-months post-stroke outcome.
Human brain mapping.
2016
Academic Article
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Times cited: 69 -
Profilometry: A new statistical framework for the characterization of white matter pathways, with application to multiple sclerosis.
Human brain mapping.
2015
Academic Article
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Times cited: 30 -
A mathematical simulation to assess variability in lung nodule size measurement associated with nodule-slice position.
Journal of digital imaging.
2015
Academic Article
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Times cited: 1 -
Exploring the brain's structural connectome: A quantitative stroke lesion-dysfunction mapping study.
Human brain mapping.
2015
Academic Article
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Times cited: 39 -
Network Diffusion Model of Progression Predicts Longitudinal Patterns of Atrophy and Metabolism in Alzheimer's Disease.
Cell reports.
2015
Academic Article
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Times cited: 146 -
Reduced glucose uptake and Aβ in brain regions with hyperintensities in connected white matter.
NeuroImage.
2014
Academic Article
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Times cited: 22 -
Spatial patterns of genome-wide expression profiles reflect anatomic and fiber connectivity architecture of healthy human brain.
Human brain mapping.
2014
Academic Article
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Times cited: 39 -
Predicting future brain tissue loss from white matter connectivity disruption in ischemic stroke.
Stroke.
2014
Academic Article
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Times cited: 37 -
The Network Modification (NeMo) Tool: elucidating the effect of white matter integrity changes on cortical and subcortical structural connectivity.
Brain connectivity.
2013
Academic Article
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Times cited: 87 -
Loss in connectivity among regions of the brain reward system in alcohol dependence.
Human brain mapping.
2012
Academic Article
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Times cited: 24 -
Statistics of weighted brain networks reveal hierarchical organization and Gaussian degree distribution.
PloS one.
2012
Academic Article
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Times cited: 18 -
A network diffusion model of disease progression in dementia.
Neuron.
2012
Academic Article
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Times cited: 500 -
Linking white matter integrity loss to associated cortical regions using structural connectivity information in Alzheimer's disease and fronto-temporal dementia: the Loss in Connectivity (LoCo) score.
NeuroImage.
2012
Academic Article
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Times cited: 23 -
The generation and validation of white matter connectivity importance maps.
NeuroImage.
2011
Academic Article
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Times cited: 32