Learning patterns of the ageing brain in MRI using deep convolutional networks

Brain aging comprises many modes of structural and functional change with distinct genetic and biophysical associations

(2020) Stephen M Smith et al.   eLife

Predicting age from cortical structure across the lifespan

(2018) Christopher R. Madan et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Evaluation of non-negative matrix factorization of grey matter in age prediction

(2018) Deepthi P. Varikuti et al.   NEUROIMAGE

Distinguishing early and late brain aging from the Alzheimer's disease spectrum: consistent morphological patterns across independent samples

(2017) Nhat Trung Doan et al.   NEUROIMAGE

Predicting Age Using Neuroimaging: Innovative Brain Ageing Biomarkers

(2017) James H. Cole et al.   TRENDS IN NEUROSCIENCES

Multimodal population brain imaging in the UK Biobank prospective epidemiological study

(2016) Karla L Miller et al.   NATURE NEUROSCIENCE

Differences between chronological and brain age are related to education and self-reported physical activity

(2016) Jason Steffener et al.   NEUROBIOLOGY OF AGING

Comparison of Feature Selection Techniques in Machine Learning for Anatomical Brain MRI in Dementia

(2016) Jussi Tohka et al.   NEUROINFORMATICS

Importance of Multimodal MRI in Characterizing Brain Tissue and Its Potential Application for Individual Age Prediction

(2016) Andrea Cherubini et al.   IEEE Journal of Biomedical and Health Informatics

Measures of Morphological Complexity of Gray Matter on Magnetic Resonance Imaging for Control Age Grouping

(2015) Tuan Pham et al.   Entropy

Disentangling normal aging from Alzheimer's disease in structural magnetic resonance images

(2015) Marco Lorenzi et al.   NEUROBIOLOGY OF AGING

Changes of individual BrainAGE during the course of the menstrual cycle

(2015) Katja Franke et al.   NEUROIMAGE

UK Biobank: An Open Access Resource for Identifying the Causes of a Wide Range of Complex Diseases of Middle and Old Age

(2015) Cathie Sudlow et al.   PLOS MEDICINE

Early intervention in Alzheimer’s disease: a health economic study of the effects of diagnostic timing

(2014) Jennifer H Barnett et al.   BMC Neurology

Differential Longitudinal Changes in Cortical Thickness, Surface Area and Volume across the Adult Life Span: Regions of Accelerating and Decelerating Change

(2014) A. B. Storsve et al.   JOURNAL OF NEUROSCIENCE

Moving forward: Age effects on the cerebellum underlie cognitive and motor declines

(2014) Jessica A. Bernard et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Prediction of individual subject's age across the human lifespan using diffusion tensor imaging: A machine learning approach

(2013) Benson Mwangi et al.   NEUROIMAGE

Heterogeneity in age-related white matter changes

(2011) Reinhold Schmidt et al.   ACTA NEUROPATHOLOGICA

FSL

(2011) Mark Jenkinson et al.   NEUROIMAGE

Estimating the age of healthy subjects from T1-weighted MRI scans using kernel methods: Exploring the influence of various parameters

(2010) Katja Franke et al.   NEUROIMAGE

Trajectories of brain aging in middle-aged and older adults: Regional and individual differences

(2010) Naftali Raz et al.   NEUROIMAGE

Sex dimorphism in gray/white matter volume and diffusion tensor during normal aging

(2010) Osamu Abe et al.   NMR IN BIOMEDICINE

Aging of cerebral white matter: a review of MRI findings

(2008) Faith M. Gunning-Dixon et al.   INTERNATIONAL JOURNAL OF GERIATRIC PSYCHIATRY

Tract probability maps in stereotaxic spaces: Analyses of white matter anatomy and tract-specific quantification

(2007) Kegang Hua et al.   NEUROIMAGE