V. Thorey

DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal

Stanislas Chambon, Valentin Thorey, Emmanuel Mignot, 2018, Journal of Neuroscience Methods.

The Dreem Headband as an Alternative to Polysomnography for EEG Signal Acquisition and Sleep Staging

Hugo R. Jourde, V. Thorey, P. Arnal, 2019, bioRxiv.

Performance of an Ambulatory Dry-EEG Device for Auditory Closed-Loop Stimulation of Sleep Slow Oscillations in the Home Environment

Stanislas Chambon, V. Thorey, P. Arnal, 2018, Front. Hum. Neurosci..

Performance of an Ambulatory DRY-EEG Device for Auditory Closed-Loop Stimulations in the Home Environment

Stanislas Chambon, V. Thorey, P. Arnal, 2017, bioRxiv.

The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging

Valentin Thorey, Fabien Sauvet, Mounir Chennaoui, 2020, Sleep.

AI vs Humans for the diagnosis of sleep apnea

Valentin Thorey, Pierrick J. Arnal, Albert Bou Hernandez, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Towards a Flexible Deep Learning Method for Automatic Detection of Clinically Relevant Multi-Modal Events in the Polysomnogram

Alexander Neergaard Olesen, Stanislas Chambon, Valentin Thorey, 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

A Deep Learning Architecture to Detect Events in EEG Signals During Sleep

Stanislas Chambon, Valentin Thorey, Emmanuel Mignot, 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP).

Dreem Open Datasets: Multi-Scored Sleep Datasets to Compare Human and Automated Sleep Staging

V. Thorey, F. Sauvet, E. During, 2019, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

RobustSleepNet: Transfer Learning for Automated Sleep Staging at Scale

V. Thorey, Antoine Guillot, Valentin Thorey, 2021, IEEE Transactions on Neural Systems and Rehabilitation Engineering.