James H. Cole

Research interests

Publications

• Interpretable machine learning for dementia: A systematic review

  Alzheimer s & Dementia · 2023 · 10.1002/alz.12948

• Interpretable machine learning for dementia: A systematic review

  Alzheimer s & Dementia · 2023 · 10.1002/alz.12948

• Interpretable machine learning for dementia: A systematic review

  Alzheimer s & Dementia · 2023 · 10.1002/alz.12948

• Mind the gap: Performance metric evaluation in brain‐age prediction

  Human Brain Mapping · 2022 · 10.1002/hbm.25837

• Mind the gap: Performance metric evaluation in brain‐age prediction

  Human Brain Mapping · 2022 · 10.1002/hbm.25837

• Mind the gap: Performance metric evaluation in brain‐age prediction

  Human Brain Mapping · 2022 · 10.1002/hbm.25837

• Brain charts for the human lifespan

  Nature · 2022 · https://doi.org/10.1038/s41586-022-04554-y

• Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study

  NeuroImage · 2020 · 10.1016/j.neuroimage.2020.117292

• ENIGMA and global neuroscience: A decade of large-scale studies of the brain in health and disease across more than 40 countries

  Translational Psychiatry · 2020 · https://doi.org/10.1038/s41398-020-0705-1

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

  Neurobiology of Aging · 2020 · 10.1016/j.neurobiolaging.2020.03.014

• Commentary: Correction procedures in brain-age prediction

  NeuroImage Clinical · 2020 · 10.1016/j.nicl.2020.102229

• Diffuse axonal injury predicts neurodegeneration after moderate–severe traumatic brain injury

  Brain · 2020 · 10.1093/brain/awaa316

• Longitudinal Assessment of Multiple Sclerosis with the Brain‐Age Paradigm

  Annals of Neurology · 2020 · 10.1002/ana.25746

• Diffuse axonal injury predicts neurodegeneration after moderate–severe traumatic brain injury

  Brain · 2020 · 10.1093/brain/awaa316

• Longitudinal Assessment of Multiple Sclerosis with the Brain‐Age Paradigm

  Annals of Neurology · 2020 · 10.1002/ana.25746

• Diffuse axonal injury predicts neurodegeneration after moderate–severe traumatic brain injury

  Brain · 2020 · 10.1093/brain/awaa316

• Longitudinal Assessment of Multiple Sclerosis with the Brain‐Age Paradigm

  Annals of Neurology · 2020 · 10.1002/ana.25746

• Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging

  Human Brain Mapping · 2020 · 10.1002/hbm.25316

• Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging

  Human Brain Mapping · 2020 · 10.1002/hbm.25316

• Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging

  Human Brain Mapping · 2020 · 10.1002/hbm.25316

• Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study

  NeuroImage · 2020 · 10.1016/j.neuroimage.2020.117292

• Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study

  NeuroImage · 2020 · 10.1016/j.neuroimage.2020.117292

• Brain age and other bodily ‘ages’: implications for neuropsychiatry

  Molecular Psychiatry · 2018 · 10.1038/s41380-018-0098-1

• Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker

  NeuroImage · 2017 · https://doi.org/10.1016/j.neuroimage.2017.07.059

• Brain-predicted age in Down syndrome is associated with beta amyloid deposition and cognitive decline

  Neurobiology of Aging · 2017 · 10.1016/j.neurobiolaging.2017.04.006

• Brain-predicted age in Down syndrome is associated with beta amyloid deposition and cognitive decline

  Neurobiology of Aging · 2017 · 10.1016/j.neurobiolaging.2017.04.006

• Brain age predicts mortality

  Molecular Psychiatry · 2017 · https://doi.org/10.1038/mp.2017.62

• Brain-predicted age in Down syndrome is associated with beta amyloid deposition and cognitive decline

  Neurobiology of Aging · 2017 · 10.1016/j.neurobiolaging.2017.04.006

• Spatial patterns of progressive brain volume loss after moderate-severe traumatic brain injury

  Brain · 2017 · 10.1093/brain/awx354

• Spatial patterns of progressive brain volume loss after moderate-severe traumatic brain injury

  Brain · 2017 · 10.1093/brain/awx354

• Minocycline reduces chronic microglial activation after brain trauma but increases neurodegeneration

  Brain · 2017 · 10.1093/brain/awx339

• Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

  Trends in Neurosciences · 2017 · https://doi.org/10.1016/j.tins.2017.10.001

• Spatial patterns of progressive brain volume loss after moderate-severe traumatic brain injury

  Brain · 2017 · 10.1093/brain/awx354

• Amyloid pathology and axonal injury after brain trauma

  Neurology · 2016 · 10.1212/wnl.0000000000002413

• Common and distinct patterns of grey-matter volume alteration in major depression and bipolar disorder: evidence from voxel-based meta-analysis

  Molecular Psychiatry · 2016 · 10.1038/mp.2016.72

• Amyloid pathology and axonal injury after brain trauma

  Neurology · 2016 · 10.1212/wnl.0000000000002413

• Neuroinflammation in treated HIV-positive individuals

  Neurology · 2016 · 10.1212/wnl.0000000000002485

• Amyloid pathology and axonal injury after brain trauma

  Neurology · 2016 · 10.1212/wnl.0000000000002413

• Reconstructing 16S rRNA genes in metagenomic data

  Bioinformatics · 2015 · 10.1093/bioinformatics/btv231

• Prediction of brain age suggests accelerated atrophy after traumatic brain injury

  Annals of Neurology · 2015 · 10.1002/ana.24367

• Reconstructing 16S rRNA genes in metagenomic data

  Bioinformatics · 2015 · 10.1093/bioinformatics/btv231

• Reconstructing 16S rRNA genes in metagenomic data

  Bioinformatics · 2015 · 10.1093/bioinformatics/btv231

• White matter abnormalities and illness severity in major depressive disorder

  The British Journal of Psychiatry · 2012 · 10.1192/bjp.bp.111.100594

• White matter abnormalities and illness severity in major depressive disorder

  The British Journal of Psychiatry · 2012 · 10.1192/bjp.bp.111.100594

• White matter abnormalities and illness severity in major depressive disorder

  The British Journal of Psychiatry · 2012 · 10.1192/bjp.bp.111.100594

• Hippocampal atrophy in first episode depression: A meta-analysis of magnetic resonance imaging studies

  Journal of Affective Disorders · 2011 · 10.1016/j.jad.2011.05.057

• The minimum information about a genome sequence (MIGS) specification

  Nature Biotechnology · 2008 · 10.1038/nbt1360

• Terminal Restriction Fragment Length Polymorphism Analysis Program, a Web-Based Research Tool for Microbial Community Analysis

  Applied and Environmental Microbiology · 2000 · 10.1128/aem.66.8.3616-3620.2000

Current projects

No projects listed.