3 citations · 7 across the 5 of their papers we have counts for
Showing 2024Show all
2 papers · 1 filter
cs.LG2024
Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence Curves
Shashank Manjunath, Hau-Tieng Wu, Aarti Sathyanarayana
Sleep staging is a challenging task, typically manually performed by sleep technologists based on electroencephalogram and other biosignals of patients taken during overnight sleep…
eess.SP2024★ 2 cited
Detection of Sleep Oxygen Desaturations from Electroencephalogram Signals
Shashank Manjunath, Aarti Sathyanarayana
In this work, we leverage machine learning techniques to identify potential biomarkers of oxygen desaturation during sleep exclusively from electroencephalogram (EEG) signals in pe…