Geoffrey Viardot

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In the present study we investigate whether alterations of sleep propensity or of wake propensity are implicated in sleep initiation disturbances encountered in major depressive insomnia and in primary insomnia. For this purpose, the time course of electroencephalogram (EEG) power density during the period preceding sleep onset and during the first(More)
Sleep is a complex state characterized by important changes in the autonomic modulation of the cardiovascular activity. Heart rate variability (HRV) greatly changes during different sleep stages, showing a predominant parasympathetic drive to the heart during non-rapid eye movement (NREM) sleep and an increased sympathetic activity during rapid eye movement(More)
In this paper, we present an activity classification-based algorithm for the automatic detection of Levodopa Induced Dyskinesia in Parkinson's Disease (PD) patients. Two PD patients experiencing motor fluctuations related to chronic Levodopa therapy performed a protocol of simple daily life activities on at least two different occasions. A Random Forest(More)
L'élaboration d'une règle de décision à partir d'une base d'apprentissage suppose en général que l'étiquetage des données utilisées n'est pas entaché d'erreur. Cette situation idéale n'est cependant pas toujours réaliste, en particulier lorsque les phénomènes à détecter sont complexes. L'objectif de ces travaux est de proposer une méthode pour la fusion(More)
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