Publications

Brain Matters: Exploring Bias in AI for Neuroimaging Research

Sophie Martin, Francesca Biondo, James H Cole, Beatrice Taylor

Interpretable Alzheimer’s Disease Classification Via a Contrastive Diffusion Autoencoder

Ayodeji_ijishakin,, Ahmed Abdulaal,, Adamos Hadjasavilou,, Sophie_martin,, James H Cole

Revealing Individual Neuroanatomical Heterogeneity in Alzheimer Disease Using Neuroanatomical Normative Modeling

Serena Verdi, James H Cole

Interpretable deep learning for dementia: a systematic review

Sophie Martin, Frederik Barkhof, James H Cole

Brain-age is associated with progression to dementia in memory clinic patients

Francesca Biondo, James H Cole

Thalamic white matter macrostructure and subnuclei volumes in Parkinson’s disease depression

Rohan Bhome, James H Cole

Beyond the average patient: how neuroimaging models can address heterogeneity in dementia

Serena Verdi, James H Cole

Multimodality neuroimaging brain-age in UK biobank: relationship to biomedical, lifestyle, and cognitive factors

Accurate brain‐age models for routine clinical MRI examinations

'Nonlinear biomarker interactions in conversion from Mild Cognitive Impairment to Alzheimer's disease'