Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
Sign Up to like & getrecommendations! Published in 2017 at "NeuroImage"
DOI: 10.1016/j.neuroimage.2017.07.059
Abstract: &NA; Machine learning analysis of neuroimaging data can accurately predict chronological age in healthy people. Deviations from healthy brain ageing have been associated with cognitive impairment and disease. Here we sought to further establish the… read more here.
Keywords: age; age using; biomarker; predicted age ... See more keywords
Brain age predicts mortality
Sign Up to like & getrecommendations! Published in 2018 at "Molecular Psychiatry"
DOI: 10.1038/mp.2017.62
Abstract: Age-associated disease and disability are placing a growing burden on society. However, ageing does not affect people uniformly. Hence, markers of the underlying biological ageing process are needed to help identify people at increased risk… read more here.
Keywords: risk; age; mortality; predicted age ... See more keywords
Brain white matter hyperintensities-predicted age reflects neurovascular health in middle-to-old aged subjects.
Sign Up to like & getrecommendations! Published in 2022 at "Age and ageing"
DOI: 10.1093/ageing/afac106
Abstract: BACKGROUND age-related neurovascular structural and functional impairment is a major aetiology of dementia and stroke in older people. There is no single marker representative of neurovascular biological age yet. OBJECTIVE this study aims to develop… read more here.
Keywords: old aged; white matter; age; predicted age ... See more keywords
The association between sex hormones and the change in brainâpredicted age difference in older women
Sign Up to like & getrecommendations! Published in 2023 at "Clinical Endocrinology"
DOI: 10.1111/cen.14898
Abstract: The role of circulating sex hormones on structural brain ageing is yet to be established. This study explored whether concentrations of circulating sex hormones in older women are associated with the baseline and longitudinal changes… read more here.
Keywords: brain; older women; brain predicted; predicted age ... See more keywords
Brain-Predicted Age Difference Moderates the Association Between Muscle Strength and Mobility
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Aging Neuroscience"
DOI: 10.3389/fnagi.2022.808022
Abstract: Background Approximately 35% of individuals over age 70 report difficulty with mobility. Muscle weakness has been demonstrated to be one contributor to mobility limitations in older adults. The purpose of this study was to examine… read more here.
Keywords: strength; brain predicted; predicted age; mobility ... See more keywords