Sleep Architecture Associations with Brain Age: A Multi-Site Model Validation
This research study evaluates large multi-site datasets and assesses the relationship of N3/REM sleep duration with the predicted brain age.
This research study evaluates large multi-site datasets and assesses the relationship of N3/REM sleep duration with the predicted brain age.
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In this study, we show deep neural networks (a subset of machine learning) can accurately predict the brain age of healthy patients based on their raw, PSG derived, EEG recordings.