Profile
Prof Parashkev NACHEV
Principal Investigator
Prof Parashkev Nachev is a Professor of Neurology at the UCL Institute of Neurology, and Honorary Consultant Neurologist at the National Hospital for Neurology and Neurosurgery, Queen Square. His High-Dimensional Neurology Group develops novel computational methods for drawing representational, predictive, and prescriptive intelligence from rich data.
p.nachev@ucl.ac.uk
UK
Principal Investigators
BloodCounts!
Research Interest
Key Publications
Google Scholar Link
Deltadahl, S., Gilbey, J., Van Laer, C., Boeckx, N., Leers, M., Freeman, T., ... & Nachev, P. (2024). Deep Generative Classification of Blood Cell Morphology. Nature Machine Intelligence, in press.
Tudosiu, P.D., Pinaya, W.H., Ferreira Da Costa, P., Dafflon, J., Patel, A., Borges, P., Fernandez, V., Graham, M.S., Gray, R.J., Nachev, P. and Ourselin, S., 2024. Realistic morphology-preserving generative modelling of the brain. Nature Machine Intelligence, 6(7), pp.811-819.
Foulon, C., Gray, R., Ruffle, J. K., Best, J., Xu, T., Watkins, H., ... & Nachev, P. (2025). Generalizable automated ischaemic stroke lesion segmentation with vision transformers. arXiv preprint arXiv:2502.06939.
Pombo, G., Gray, R., Nelson, A. P., Foulon, C., Ashburner, J., & Nachev, P. (2023). Deep Variational Lesion-Deficit Mapping. arXiv preprint arXiv:2305.17478.
Giles, D., Gray, R., Foulon, C., Pombo, G., Xu, T., Jäger, H.R., Cardoso, J., Ourselin, S., Rees, G., Jha, A. and Nachev, P., 2023. Individualized prescriptive inference in ischaemic stroke. Nature Communications, in press.
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Achievements
British Association for Cognitive Neuroscience Early-Career Award, 2016