Participants were tracked for up to 17 years, and about one in seven developed dementia.
The study found that if your brain age (measured as brain age estimated by a machine-learning model applied to sleep EEG recordings) is a decade older than your real age, your risk of developing dementia jumps by nearly 40%.
Certain sleep wave patterns were linked to better memory, while others signaled higher risk.
This research could lead to simple, noninvasive ways, like using wearable tech, to catch early warning signs of dementia.
Early detection could help people get support sooner.
It's a step toward understanding how our nightly rest shapes long-term brain health.
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