Search Results for author: Thijs E Nassi

Found 1 papers, 0 papers with code

Automated Respiratory Event Detection Using Deep Neural Networks

no code implementations12 Jan 2021 Thijs E Nassi, Wolfgang Ganglberger, Haoqi Sun, Abigail A Bucklin, Siddharth Biswal, Michel J A M van Putten, Robert J Thomas, M Brandon Westover

Using 9, 656 polysomnography recordings from the Massachusetts General Hospital (MGH), we trained a neural network (WaveNet) based on a single respiratory effort belt to detect obstructive apnea, central apnea, hypopnea and respiratory-effort related arousals.

Event Detection

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