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What is Local Brain-Age Estimation Using U-Net about?

This research presents a U-Net model for estimating local brain-age using neuroimaging data, providing detailed spatial information on brain aging patterns. Trained on MRI scans from 3,463 healthy individuals, the model achieved a median mean absolute error of 9.5 years, with improved accuracy in specific brain regions. The framework shows potential for differentiating between healthy individuals and those with mild cognitive impairment or dementia, offering insights into brain aging mechanisms and clinical

Author

pmu.dote

Language

EN