Diagnostic Accuracy of a Portable Electromyography and Electrocardiography Device to Measure Sleep Bruxism in a Sleep Apnea Population: A Comparative Study.

Rosana Cid-Verdejo Adelaida A Domínguez Gordillo Eleuterio A Sánchez RomeroIgnacio Ardizone GarcíaFrancisco J Martínez Orozco

Published in: Clocks & sleep (2023)

The results obtained in the PSG manual analysis and those obtained by the EMG-EKG device with automatic and manual analysis for the diagnosis of SB are acceptable but only in patients without OSA or with mild OSA. In patients with moderate or severe OSA, SB diagnosis with portable electromyography devices can be confused due to apneas, and further study is needed to investigate this.

Keyphrases

obstructive sleep apnea
sleep apnea
positive airway pressure
end stage renal disease
newly diagnosed
chronic kidney disease
physical activity
peritoneal dialysis
machine learning
prognostic factors
depressive symptoms
sleep quality
high intensity
low cost
patient reported outcomes
neural network