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Valentin Thorey
Valentin Thorey
BrightHeart, Data scientist
Verified email at dataiku.com
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Cited by
Year
The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging
PJ Arnal, V Thorey, E Debellemaniere, ME Ballard, A Bou Hernandez, ...
Sleep 43 (11), zsaa097, 2020
2382020
Performance of an ambulatory dry-EEG device for auditory closed-loop stimulation of sleep slow oscillations in the home environment
E Debellemaniere, S Chambon, C Pinaud, V Thorey, D Dehaene, ...
Frontiers in Human Neuroscience 12, 314779, 2018
1022018
Dreem open datasets: Multi-scored sleep datasets to compare human and automated sleep staging
A Guillot, F Sauvet, EH During, V Thorey
IEEE transactions on neural systems and rehabilitation engineering 28 (9 …, 2020
842020
RobustSleepNet: Transfer learning for automated sleep staging at scale
A Guillot, V Thorey
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 1441-1451, 2021
732021
DOSED: A deep learning approach to detect multiple sleep micro-events in EEG signal
S Chambon, V Thorey, PJ Arnal, E Mignot, A Gramfort
Journal of Neuroscience Methods 321, 64-78, 2019
662019
A deep learning architecture to detect events in EEG signals during sleep
S Chambon, V Thorey, PJ Arnal, E Mignot, A Gramfort
2018 IEEE 28th International Workshop on Machine Learning for Signal …, 2018
562018
AI vs Humans for the diagnosis of sleep apnea
V Thorey, AB Hernandez, PJ Arnal, EH During
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
262019
Towards a flexible deep learning method for automatic detection of clinically relevant multi-modal events in the polysomnogram
AN Olesen, S Chambon, V Thorey, P Jennum, E Mignot, HBD Sorensen
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
112019
Performance of an ambulatory dry-EEG device for auditory closed-loop stimulation of sleep slow oscillations in the home environment. Front. Hum. Neurosci. 12 (March), 1–15
E Debellemaniere, S Chambon, C Pinaud, V Thorey, D Dehaene, ...
62018
The Dreem Headband compared to polysomnography for electroencephalographic signal acquisition and sleep staging. Sleep, 43, zsaa097
PJ Arnal, V Thorey, E Debellemaniere, ME Ballard, A Bou Hernandez, ...
52020
Auditory closed-loop stimulation to enhance sleep quality
PJ Arnal, K El Kanbi, E Debellemaniere, C Pinaud, V Thorey, S Chambon, ...
Journal of Science and Medicine in Sport 20, S95, 2017
52017
1211 Assessing the accuracy of a Dry-EEG headband for measuring brain activity, heart rate, breathing and automatic sleep staging
V Thorey, A Guillot, K El Kanbi, M Harris, PJ Arnal
Sleep 43, A463, 2020
42020
Methods and systems for acoustic stimulation of brain waves
QS DE BRUGIERE, H MERCIER, V Thorey, O Tranzer
US Patent App. 15/750,288, 2018
42018
The dreem2 headband as an alternative to polysomnography for EEG signal acquisition, breathing and heart rate monitoring and sleep staging in healthy subjects
V Thorey, M Harris, A Guillot, AB Hernandez, PJ Arnal
Sleep Medicine 64, S383, 2019
22019
0616 Validation of a Sleep Headband for Detecting Obstructive Sleep Apnea
A Guillot, T Moutakanni, M Harris, PJ Arnal, V Thorey
Sleep 43, A236, 2020
12020
Validation du bandeau Dreem (EEG, oxymètre et accéléromètre) pour l’acquisition et la classification automatique des stades de sommeil
V Thorey, AB Hernandez, M Harris, H Jourde, P Arnal
Médecine du Sommeil 16 (1), 54-55, 2019
12019
Method, device and system for predicting an effect of acoustic stimulation of the brain waves of an individual
V Thorey, C Pinaud
US Patent App. 17/290,025, 2021
2021
0352 A Large-Scale EEG Study at Home to Objectivise Effects of Ageing on Slow Wave Sleep and Process S
K El Kanbi, V Thorey, L Artemis, A Chouraki, T Trichet, C Pinaud, ...
Sleep 43, A133-A134, 2020
2020
SLEEP SCIENCE AT HOME-DELIVERING SLEEP ASSESSMENT AND DIGITAL CBT-I AT SCALE
PJ Arnal, V Thorey, E Debellemaniere, E Mordret, A Llamosi, A Chouraki
Sleep 43, A209-A209, 2020
2020
1210 Development Of An Auditory Neurofeedback During Sleep Onset Process
M Douch, M Soubrier, C Pinaud, M Harris, V Thorey
Sleep 43, A462-A463, 2020
2020
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