On Monitoring Brain Health from the Depths of Sleep: Feature Engineering and Machine Learning Insights for Digital Biomarker Development
Brice V. McConnell, Yaning Liu, Ashis Kumer Biswas, Brianne Magouirk Bettcher, Lindsey M. Medenblik, Josiane L. Broussard, Brendan P. Lucey, Alberto R. Ramos, Vitaly O. Kheyfets
This paper uses single-channel sleep EEG features to predict health outcomes like age, sex, and disease risk using machine learning models.
bioRxiv · Feb 27, 2024 · PreprintNeuroscience