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Peer-Reviewed Publication
Sleep2026March 28, 2026Journal Article

Multicenter evaluation of the Waveband System for automated sleep assessment in patients with insomnia symptoms.

Silvia Frati Savietto1, Antoine Guillot1, Mason Harris1, Jay Pathmanathan1, Alexander M Chan1, M Brandon Westover1, Derek Hill2, Valérie Bertaina-Anglade3, Geoffrey Viardot3, Pierrick Arnal4, Jacob Donoghue1
1Beacon Biosignals.
2Panoramic Digital Health.
3Biotrial Neurosciences, Rennes (FR).
4Dreem SAS.

Abstract

STUDY OBJECTIVES: This study (Octave-3) aimed to validate the performance of the Waveband dry-EEG sensor device for automatic sleep staging and sleep parameter estimation as compared to gold-standard in-lab polysomnography (PSG). METHODS: 45 participants were enrolled and 38 completed simultaneous PSG and Waveband recordings. PSG data was scored by 6 human technologists while Waveband data was sc…

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