Deep Learning

Interpretable deep learning for dementia: a systematic review

*Introduction.* Machine learning research into automated dementia diagnosis is becoming increasingly popular but so far has had limited clinical impact. A key challenge is building robust and generalizable models that generate decisions that can be …

Interpretable Dementia Prediction

Developing a generalisable and interpretable framework for dementia prediction.

Motor Neurone Disease

Predicting disease progression in motor neurone disease

Multimodality MRI brain age prediction

Using the UK Biobank to predict brain age from multiple modalities of MRI data, including structural, diffusion and functional scans.

Neurodevelopment

Predicting risk of poor educational outcomes from MRI measurements of the brain during infancy and early childhood