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MANIFOLD Lab
MANIFOLD Lab
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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 …
Sophie Martin
,
Frederik Barkhof
,
James H Cole
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Project
DOI
Interpretable Dementia Prediction
Developing a generalisable and interpretable framework for dementia prediction.
Sophie Martin
Motor Neurone Disease
Predicting disease progression in motor neurone disease
James H Cole
,
Florence Townend
,
Ayodeji Ijishakin
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.
Melis Anatürk
,
James H Cole
Neurodevelopment
Predicting risk of poor educational outcomes from MRI measurements of the brain during infancy and early childhood
Francesca Biondo
,
James H Cole
,
Mariam Zabihi
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