Grégoire Millet

Cette personne a quitté l’EPFL

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Publications associées (31)

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Sleep Apnea Detection using Features from the Respiration and the ECG recorded with Smart-Shirts

Jean-Marc Vesin, Grégoire Millet, Andréa Buttu, Leila Mirmohamadsadeghi, Sibylle Fallet

The automatic detection of sleep apnea episodes, without the need of polysomnography and outside a clinical facility, could help facilitate the diagnosis of this disorder. In this work, features to detect sleep apnea events were computed from respiration a ...

2014

Correspondence Between Values of Vertical Loading Rate and Oxygen Consumption During Inclined Running

Kamiar Aminian, Grégoire Millet, Mathieu Pascal Falbriard, Frédéric Meyer

Purpose: The aim of this study was to provide a theoretical model to predict the vertical loading rate (VLR) at different slopes and speeds during incline running. ...

SPRINGER2022

Gaussian process framework for pervasive estimation of swimming velocity with a body-worn IMU

Kamiar Aminian, Farzin Dadashi, Grégoire Millet

Presented is an accurate swimming velocity estimation method using an inertial measurement unit (IMU) by employing a simple biomechanical constraint of motion along with Gaussian process regression to deal with sensor inherent errors. Experimental validati ...

Institution of Engineering and Technology2013

Fatal attraction-The role of hypoxia when alpha-synuclein gets intimate with mitochondria

Hilal Lashuel, Grégoire Millet, Johannes Burtscher, Muhammed Muazzam Kamil Syed

Alpha-synuclein aggregation and mitochondrial dysfunction are main pathological hallmarks of Parkinson's disease (PD) and several other neurodegenerative diseases, collectively known as synucleinopathies. However, increasing evidence suggests that they may ...

ELSEVIER SCIENCE INC2021

Overload blunts baroreflex only in overreached athletes

Jean-Marc Vesin, Grégoire Millet, Sasan Yazdani, Masih Nilchian

Heart rate variability (HRV) is commonly used to diagnose overreaching and monitor athletes’ responses to training. Baroreflex sensitivity (BRS) is modified by changes in training load and might be another means to detect overreaching. The goal of this stu ...

2018

Accurate Estimation of Running Temporal Parameters Using Foot-Worn Inertial Sensors

Kamiar Aminian, Grégoire Millet, Benoît Mariani, Mathieu Pascal Falbriard, Frédéric Meyer

2018

Front-Crawl Propulsive Phase Detection Using Inertial Sensors

Kamiar Aminian, Farzin Dadashi, Grégoire Millet, Florent Crettenand

Front crawl is an alternating swimming stroke technique in which different phases of arm movement induce changes in acceleration of limbs and body. This study proposes a new approach to use inertial body worn sensors to estimate main temporal phases of fro ...

2011

Changes in spatio-temporal gait parameters and vertical speed during an extreme mountain ultra-marathon

Kamiar Aminian, Grégoire Millet, Mathieu Pascal Falbriard, Frédéric Meyer

The aim of the present study was to investigate the effects of altitude and distance on uphill vertical speed (VS) and the main spatio-temporal gait parameters during an extreme mountain ultra-marathon. The VS, stride height (SH) and stride frequency (SF) ...

TAYLOR & FRANCIS LTD2020

A wearable system for monitoring the velocity variability in open water swimming and triathlon

Kamiar Aminian, Farzin Dadashi, Grégoire Millet

Pacing tactics in the swimming bout notably influences the overall triathlon performance. Besides, the swimming velocity affects the energy expenditure (EE). Based on our previous works to estimate the swimming velocity, here we propose a system to measure ...

2013

Estimation of front-crawl velocity by inertial sensors

Kamiar Aminian, Farzin Dadashi, Grégoire Millet, Florent Crettenand

European Database of Sport Science (EDSS)2012

Editorial: Sport performance analysis: from the laboratory to the field

Grégoire Millet, Frédéric Meyer

Frontiers Media Sa2024