Zobrazeno 1 - 10
of 118
pro vyhledávání: '"Vincent Vigneron"'
Publikováno v:
IEEE Access, Vol 12, Pp 138932-138957 (2024)
Over the past few years, there has been notable advancement in the field of Quantified Gait Analysis (QGA), thanks to machine learning techniques. QGA and gait prediction are areas where Deep learning (DL) techniques are gaining popularity. There has
Externí odkaz:
https://doaj.org/article/a21b781626054c90bf75b993d2a641f5
Publikováno v:
Sensors, Vol 24, Iss 16, p 5343 (2024)
Gait disorders in neurological diseases are frequently associated with spasticity. Intramuscular injection of Botulinum Toxin Type A (BTX-A) can be used to treat spasticity. Providing optimal treatment with the highest possible benefit–risk ratio i
Externí odkaz:
https://doaj.org/article/79472215cf5044059c36ea94ace77170
Autor:
Lorenzo Hermez, Abdelghani Halimi, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron
Publikováno v:
Sensors, Vol 23, Iss 14, p 6566 (2023)
This study addresses the characterization of normal gait and pathological deviations induced by neurological diseases, considering knee angular kinematics in the sagittal plane. We propose an unsupervised approach based on Dynamic Time Warping (DTW)
Externí odkaz:
https://doaj.org/article/4bed1d9e326a4264a90eee71ea6fcc4a
Publikováno v:
Sensors, Vol 22, Iss 21, p 8452 (2022)
We propose a framework for optimizing personalized treatment outcomes for patients with neurological diseases. A typical consequence of such diseases is gait disorders, partially explained by command and muscle tone problems associated with spasticit
Externí odkaz:
https://doaj.org/article/8d889de3567f4a99b64a00ce61f6da1d
Publikováno v:
PLoS ONE, Vol 15, Iss 6, p e0234767 (2020)
Importance/backgroundMovement-controlled video games have potential to promote home-based practice of therapy activities. The success of therapy gaming interventions depends on the quality of the technology used and the presence of effective support
Externí odkaz:
https://doaj.org/article/afd7af05fefb4904bcc1a2cf92960f1c
Publikováno v:
Entropy, Vol 23, Iss 3, p 279 (2021)
The pooling layer is at the heart of every convolutional neural network (CNN) contributing to the invariance of data variation. This paper proposes a pooling method based on Zeckendorf’s number series. The maximum pooling layers are replaced with Z
Externí odkaz:
https://doaj.org/article/0b3db4279af943ce873b872e591cbbba
Autor:
Vincent Vigneron, Hichem Maaref
Publikováno v:
Entropy, Vol 21, Iss 5, p 440 (2019)
The goal of classifier combination can be briefly stated as combining the decisions of individual classifiers to obtain a better classifier. In this paper, we propose a method based on the combination of weak rank classifiers because rankings contain
Externí odkaz:
https://doaj.org/article/a18d5741cfe74337bdcfe651ef6b9dd3
Publikováno v:
PLoS ONE, Vol 10, Iss 6, p e0129763 (2015)
Early diagnosis of diabetic polyneuropathy (DPN) is critical for a good prognosis. We aimed to identify different groups of patients, based on the various common clinical signs and symptoms of DPN, that represent a progressive worsening of the diseas
Externí odkaz:
https://doaj.org/article/3d3dbfb6936745f1bc65ad588129d99d
Publikováno v:
ELCVIA Electronic Letters on Computer Vision and Image Analysis, Vol 12, Iss 1 (2013)
Statistical methods are increasingly used in the analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease. We will demonstrate a method to extract information about the location of metabolic changes induced by Alzheimer’s disease
Externí odkaz:
https://doaj.org/article/21f64b1cb5bd4db1b7fc1010184ecf3c
Publikováno v:
Asian Journal of Control
Asian Journal of Control, 2023, 25 (4), pp.2539--2563. ⟨10.1002/asjc.2980⟩
Asian Journal of Control, 2023, 25 (4), pp.2539--2563. ⟨10.1002/asjc.2980⟩
International audience; Autonomous driving has the ability to reshape mobility and transportation by reducing road accidents, traffic jams, and air pollution. This can yield energy efficiency, convenience, and more productivity as significant driving
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::80572a210180a125a4facec40d701992
https://univ-evry.hal.science/hal-03872642
https://univ-evry.hal.science/hal-03872642
