2018 · Nature Medicine
Clinically applicable deep learning for diagnosis and referral in retinal disease
2,730 citationsRead
Most cited
606 papers in total2006 · Nature reviews. Neuroscience
Decoding mental states from brain activity in humans
1,919 citationsRead
2020 · Nature Medicine
Digital technologies in the public-health response to COVID-19
1,274 citationsRead
2019 · Nature
A clinically applicable approach to continuous prediction of future acute kidney injury
1,154 citationsRead
2011 · Nature reviews. Neuroscience
The structural basis of inter-individual differences in human behaviour and cognition
1,104 citationsRead
2001 · Science
The Role of Working Memory in Visual Selective Attention
935 citationsRead
Newest first
606 papers in total2025
2022
- Unsupervised brain imaging 3D anomaly detection and segmentation with transformersMedical Image Analysis · 184 citations
- Fast Unsupervised Brain Anomaly Detection and Segmentation with Diffusion ModelsLecture notes in computer science · 95 citations
- A demonstration of cone function plasticity after gene therapy in achromatopsiaBrain · 47 citations
- Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative modelsMedical Image Analysis · 46 citations
2021
- Clinically Applicable Segmentation of Head and Neck Anatomy for Radiotherapy: Deep Learning Algorithm Development and Validation StudyJournal of Medical Internet Research · 379 citations
- Use of deep learning to develop continuous-risk models for adverse event prediction from electronic health recordsNature Protocols · 115 citations
- Organisational and neuromodulatory underpinnings of structural-functional connectivity decoupling in patients with Parkinson’s diseaseCommunications Biology · 91 citations
2020
- Predicting conversion to wet age-related macular degeneration using deep learningNature Medicine · 304 citations
- Biological and clinical characteristics of gene carriers far from predicted onset in the Huntington's disease Young Adult Study (HD-YAS): a cross-sectional analysisThe Lancet Neurology · 202 citations
- The Computational, Pharmacological, and Physiological Determinants of Sensory Learning under UncertaintyCurrent Biology · 106 citations
- The human motor cortex microcircuit: insights for neurodegenerative diseaseNature reviews. Neuroscience · 96 citations
- Fiber-specific white matter reductions in Parkinson hallucinations and visual dysfunctionNeurology · 75 citations
- Differences in network controllability and regional gene expression underlie hallucinations in Parkinson’s diseaseBrain · 69 citations
- Dynamics of Cortical Degeneration Over a Decade in Huntington’s DiseaseBiological Psychiatry · 67 citations
- Fronto-striatal circuits for cognitive flexibility in far from onset Huntington’s disease: evidence from the Young Adult StudyJournal of Neurology Neurosurgery & Psychiatry · 51 citations
- Diffusion imaging in Huntington’s disease: comprehensive reviewJournal of Neurology Neurosurgery & Psychiatry · 51 citations
2019
- Atypical intrinsic neural timescale in autismeLife · 181 citations
- Predicting scheduled hospital attendance with artificial intelligencenpj Digital Medicine · 146 citations
- Increased weighting on prior knowledge in Lewy body-associated visual hallucinationsBrain Communications · 75 citations
2018
- Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapyarXiv (Cornell University) · 247 citations
- Association of Retinal Nerve Fiber Layer Thinning With Current and Future Cognitive DeclineJAMA Neurology · 243 citations
- Computational Neuropsychology and Bayesian InferenceFrontiers in Human Neuroscience · 164 citations
- In vivo characterization of white matter pathology in premanifest huntington's diseaseAnnals of Neurology · 85 citations
- Can neuroimaging predict dementia in Parkinson’s disease?Brain · 75 citations
- Testing a longitudinal compensation model in premanifest Huntington’s diseaseBrain · 50 citations
2017
- Adults with autism overestimate the volatility of the sensory environmentNature Neuroscience · 529 citations
- Large-scale DCMs for resting-state fMRINetwork Neuroscience · 213 citations
- Brain network dynamics in high-functioning individuals with autismNature Communications · 183 citations
- The default network and the combination of cognitive processes that mediate self-generated thoughtNature Human Behaviour · 127 citations
Research in numbers
From OpenAlex- article191
- review7
- conference paper1
- preprint1
- NeuroImage21
- Current Biology18
- Journal of Neuroscience10
- Brain10
- Proceedings of the National Academy of Sciences8
- Chris Frith24
- Dietrich Samuel Schwarzkopf22
- Bahador Bahrami21
- Ryota Kanai19
- John–Dylan Haynes18
Experience and education
Universities
2023University of Auckland
2022University of Cambridge
2012 to 2016Aarhus University
2013 to 2014University of Sussex
2013University of Stirling
2012University of Trento
1999 to 2001California Institute of Technology
Industry and labs
2006 to 2025Wellcome Centre for Human Neuroimaging
2025Canadian Institute for Advanced Research
2000 to 2001Western General Hospital