Morphological Prediction of CPAP Associated Acute Respiratory Instability.

Thijs-Enagnon Nassi Eline Oppersma Gonzalo LabarcaDirk W DonkerM Brandon WestoverRobert Joseph Thomas

Published in: Annals of the American Thoracic Society (2024)

The proposed algorithm for assessing SS as a measure of expressed high loop gain is accurate, non-invasive, and has the potential to improve phenotyping/endotyping of apnea, leading to more precise sleep apnea treatment strategies.

Keyphrases

sleep apnea
positive airway pressure
obstructive sleep apnea
liver failure
respiratory failure
machine learning
high throughput
deep learning
aortic dissection
transcription factor
drug induced
high resolution
human health
hepatitis b virus
respiratory tract
risk assessment
intensive care unit
neural network