Area of research
Psychiatry and Mental health · Physiology
Research interest
Research interests include Dementia and Cognitive Impairment Research, Alzheimer's disease research and treatments, Functional Brain Connectivity Studies, and Advanced Neuroimaging Techniques and Applications.
Data-driven modelling of neurodegenerative disease progression: thinking outside the black box
Disease progression modelling reveals heterogeneity in trajectories of Lewy-type α-synuclein pathology
Data-driven neuropathological staging and subtyping of TDP-43 proteinopathies
Identification of different MRI atrophy progression trajectories in epilepsy by subtype and stage inference
A data-driven study of Alzheimer's disease related amyloid and tau pathology progression
Mortality surrogates in combined pulmonary fibrosis and emphysema
Four distinct trajectories of tau deposition identified in Alzheimer’s disease
Identifying multiple sclerosis subtypes using unsupervised machine learning and MRI data
Sequence of clinical and neurodegeneration events in Parkinson’s disease progression
pySuStaIn: A Python implementation of the Subtype and Stage Inference algorithm
The Alzheimer's Disease Prediction Of Longitudinal Evolution (TADPOLE) Challenge: Results after 1 Year Follow-up
Characterizing the Clinical Features and Atrophy Patterns of <i>MAPT</i> -Related Frontotemporal Dementia With Disease Progression Modeling
Ordinal SuStaIn: Subtype and Stage Inference for Clinical Scores, Visual Ratings, and Other Ordinal Data
Presumed small vessel disease, imaging and cognition markers in the Alzheimer’s Disease Neuroimaging Initiative
Sequences of cognitive decline in typical Alzheimer's disease and posterior cortical atrophy estimated using a novel event‐based model of disease progression
Subtype and stage inference identifies distinct atrophy patterns in genetic frontotemporal dementia that MAP onto specific <i>MAPT</i> mutations
Disease Progression Modeling in Chronic Obstructive Pulmonary Disease
Longitudinal neuroanatomical and cognitive progression of posterior cortical atrophy
Uncovering the heterogeneity and temporal complexity of neurodegenerative diseases with Subtype and Stage Inference