Analysis Methods: Computational Modelling with Deep Learning.
Clinical Applications: Neonatal development, neonatal brain injury.
Research Tools: Magnetic Resonance Imaging: diffusion weighted and functional connectivity.
Analysis Methods: Evoked potentials and Time-Frequency Analysis, Mediation Modelling, Voxel-Based Morphometry.
Clinical Applications: Stroke, Ageing, Brain Injury, Alzheimer's Disease.
Research Tools: EEG, structural MRI, Pharmacology, Pupillometry.
Analysis Methods: Computational Modelling, Machine Learning, Network Analysis.
Clinical Applications: Compulsion, Depression, Dementia, Transdiagnostic Psychiatry.
Research Tools: Online Data Collection, Neureka App, EEG, Experience Sampling, Cognitive Testing, Treatment Studies.
Analysis Methods: Multi-feature Machine Learning, Neural Networks, Natural Speech Analysis, SEM.
Clinical Applications: Neurodegenerative Diseases (FTD, AD, MS, PD, Ataxia), Dimensional Approaches to Neurology.
Research Tools: MRI, EEG, Social Cognition and Cognition, Interoception, Emotions, NIBS, Embodied Cognition.
Analysis Methods: Brain Connectomics.
Clinical Applications: Attention Deficit Hyperactivity Disorder, Autism Spectrum Disorder, Mood Disorders, Adolescent Mental Health.
Research Tools: functional Magnetic Resonance Imaging, structural Magnetic Resonance Imaging.
Analysis Methods: Neural Decoding, Brain Network Connectivity, Inter-individual Synchronisation.
Clinical Applications: Vegetative State, Disorders of Consciousness, Dementia, Stroke, Traumatic Brain Injury.
Research Tools: fMRI, Cognitive Testing, Anaesthesia, Brain-Computer Interfaces.
Analysis Methods: Computational Modelling, Neural Time Series, Neural Decoding.
Clinical Applications: Ageing, Stroke, Attention-Deficit/Hyperactivity Disorder.
Research Tools: Electroencephalography, functional magnetic resonance imaging, pupillometry, psychophysics.
Analysis Methods: Epidemiology, Machine Learning, Information Theory, Latent Modelling.
Clinical Applications: Network Physiology, Frailty and Resilience, Geriatrics and Gerontology, Dementia and Delirium.
Research Tools: Longitudinal studies, Clinical Cohorts, Non-invasive Technologies for Continuous Physiological Measurement.
Analysis Methods: Cost-effectiveness Analysis, Health Technology Assessment, Decision Analytic Modelling, Meta-analytic Techniques, Trial-based Economic Evaluation, Budget Impact Analysis, Applied Microeconometrics, Value of Information Analysis.
Clinical Applications: Public Health, Dementia, Brain Health, Mental Health.
Research Tools: Patient-reported Outcome Measures, Resource Use Data, Routinely Collected Administrative, Pragmatic Randomized Control Trials, National Reimbursement.
Analysis Methods: Rest-state activity, coherence and coupling, Evoked potential and Time-frequency analysis, machine learning.
Clinical Applications: Tinnitus, Pain, Memory related issues.
Research Tools: EEG, fMRI, rsfMRI, tDCS, TMS, DBS.
Analysis Methods: Machine learning, Computational Modelling.
Clinical Applications: Attention Deficit Hyperactivity Disorder, Addiction, Ageing.
Research Tools: Magnetic Resonance Imaging, Electroencephalography, Behavioural Testing.