Predicting Blood Lactate Concentration and Oxygen Uptake from sEMG Data during Fatiguing Cycling Exercise

Predicting Blood Lactate Concentration and Oxygen Uptake from sEMG Data during Fatiguing Cycling Exercise

This article presents a study of the relationship between electromyographic (EMG) signals from vastus lateralis, rectus femoris, biceps femoris and semitendinosus muscles, collected during fatiguing cycling exercises, and other physiological measurements, such as blood lactate concentration and oxyg...

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Bibliographic Details
Main Authors: Petras Ražanskas, Antanas Verikas, Charlotte Olsson, Per-Arne Viberg
Format: Article
Language:English
Published: MDPI AG 2015-08-01
Series:Sensors
Subjects:
blood lactate concentration
cycling
surface electromyography
oxygen uptake
random forest
ridge regression
Online Access:http://www.mdpi.com/1424-8220/15/8/20480

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