A new tool developed by researchers can estimate how fast someone is aging by analyzing a single MRI brain scan, predicting chronic disease risk and dementia years before symptoms appear. Unlike traditional "aging clocks," this model was trained using longitudinal data from the same individuals, eliminating generational biases.