A novel algorithm for minute ventilation estimation in remote health monitoring with magnetometer plethysmography

Autor: Steven Gastinger, Remy Dumond, Jacques Prioux, Di Ge, Aya Houssein

Publikováno v: Computers in Biology and Medicine
Computers in Biology and Medicine, 2021, 130, pp.104189. ⟨10.1016/j.compbiomed.2020.104189⟩
Computers in Biology and Medicine, Elsevier, 2021, 130, pp.104189. ⟨10.1016/j.compbiomed.2020.104189⟩

Purpose The purpose of this study was to evaluate the accuracy of minute ventilation ( V ˙ E ) estimation using a novel method based on a non-linear algorithm coupled with cycle-based features. The experiment protocol was well adapted for remote hea

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5dc8a02de82130c2951f827646dbbb01
https://hal.science/hal-03128147

Estimation of respiratory volume from thoracoabdominal breathing distances: comparison of two models of machine learning

Autor: Haitao Kang, Jacques Prioux, Alexis Le Faucheur, Hala Abdul Rahman, Remy Dumond, Steven Gastinger, Patrice Quinton

Publikováno v: European Journal of Applied Physiology
European Journal of Applied Physiology, Springer Verlag, 2017, 117 (8), pp.1533--1555. ⟨10.1007/s00421-017-3630-0⟩
European Journal of Applied Physiology, 2017, 117 (8), pp.1533--1555. ⟨10.1007/s00421-017-3630-0⟩

The purposes of this study were to both improve the accuracy of respiratory volume (V) estimates using the respiratory magnetometer plethysmography (RMP) technique and facilitate the use of this technique. We compared two models of machine learning (

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::50202205e9e4c5184be4ec0fb7566a3c
https://hal-univ-rennes1.archives-ouvertes.fr/hal-01585982