Clinical Data

The PASSIAN Project focuses on implementing federated learning in the NHS to create a secure, scalable clinical data-sharing solution. This work addresses a critical barrier to developing AI implementations for real-world biomedical data.

Using artificial intelligence (AI) tools in combination with clinical and biological data for individualized dementia diagnosis. This work involves expertise with data-driven approaches to neuroimaging in memory clinic cohorts (QMIN-MC and NACC), including data standardization, preprocessing, and harmonization.