A Machine Learning Pipeline for Gait Analysis in a Semi Free-Living Environment.

Autor: Jung, Sylvain^1,2,3,4 (AUTHOR), de l'Escalopier, Nicolas^5,6 (AUTHOR), Oudre, Laurent¹ (AUTHOR) laurent.oudre@ens-paris-saclay.fr, Truong, Charles¹ (AUTHOR), Dorveaux, Eric³ (AUTHOR), Gorintin, Louis⁷ (AUTHOR), Ricard, Damien^5,6,8 (AUTHOR)

Publikováno v: Sensors (14248220). Apr2023, Vol. 23 Issue 8, p4000. 20p.

Adaptive Change-Point Detection for Studying Human Locomotion

Autor: Jung, Sylvain, Oudre, Laurent, Truong, Charles, Dorveaux, Eric, Gorintin, Louis, Vayatis, Nicolas, Ricard, Damien

Publikováno v: 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Nov 2021, Mexico, France. pp.2020-2024, ⟨10.1109/EMBC46164.2021.9629775⟩

International audience; This paper presents an innovative method to analyze inertial signals recorded in a semi-controlled environment. It uses an adaptive and supervised change point detection procedure to decompose the signals into homogeneous segm

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::848ebb9a50c72112be1608ac37555382
https://pubmed.ncbi.nlm.nih.gov/34891684