Search Results - "Vigneron, Vincent"
-
1
A biofeedback-enhanced therapeutic exercise video game intervention for young people with cerebral palsy: A randomized single-case experimental design feasibility study
Published in PloS one (22-06-2020)“…Importance/Background Movement-controlled video games have potential to promote home-based practice of therapy activities. The success of therapy gaming…”
Get full text
Journal Article -
2
Phase-Based Gait Prediction after Botulinum Toxin Treatment Using Deep Learning
Published in Sensors (Basel, Switzerland) (18-08-2024)“…Gait disorders in neurological diseases are frequently associated with spasticity. Intramuscular injection of Botulinum Toxin Type A (BTX-A) can be used to…”
Get full text
Journal Article -
3
Clinical Gait Analysis: Characterizing Normal Gait and Pathological Deviations Due to Neurological Diseases
Published in Sensors (Basel, Switzerland) (20-07-2023)“…This study addresses the characterization of normal gait and pathological deviations induced by neurological diseases, considering knee angular kinematics in…”
Get full text
Journal Article -
4
Treatment Outcome Prediction Using Multi-Task Learning: Application to Botulinum Toxin in Gait Rehabilitation
Published in Sensors (Basel, Switzerland) (01-11-2022)“…We propose a framework for optimizing personalized treatment outcomes for patients with neurological diseases. A typical consequence of such diseases is gait…”
Get full text
Journal Article -
5
Deep Learning for Quantified Gait Analysis: A Systematic Literature Review
Published in IEEE access (01-01-2024)“…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…”
Get full text
Journal Article -
6
Multichannel EMG-based estimation of fiber conduction velocity during isometric contraction of patients with different stages of diabetic neuropathy
Published in Journal of electromyography and kinesiology (01-08-2014)“…Abstract This study compares muscle fiber conduction velocities estimated using surface electromyography during isometric maximal voluntary contraction in…”
Get full text
Journal Article -
7
M-ary Rank Classifier Combination: A Binary Linear Programming Problem
Published in Entropy (Basel, Switzerland) (01-05-2019)“…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…”
Get full text
Journal Article -
8
A New Pooling Approach Based on Zeckendorf's Theorem for Texture Transfer Information
Published in Entropy (Basel, Switzerland) (25-02-2021)“…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…”
Get full text
Journal Article -
9
Sparse Data Analysis Strategy for Neural Spike Classification
Published in Computational Intelligence and Neuroscience (01-01-2014)“…Many of the multichannel extracellular recordings of neural activity consist of attempting to sort spikes on the basis of shared characteristics with some…”
Get full text
Journal Article -
10
An 'Importance' Map of Signs and Symptoms to Classify Diabetic Polyneuropathy: An Exploratory Data Analysis
Published in PloS one (15-06-2015)“…Early diagnosis of diabetic polyneuropathy (DPN) is critical for a good prognosis. We aimed to identify different groups of patients, based on the various…”
Get full text
Journal Article -
11
Numerical Intelligence for Mobility and Communication: Tendencies in Automatics and Control
Published in Journal of intelligent systems (01-06-2014)Get full text
Journal Article -
12
How to Manage Conflict and Ambiguities in Localization and Map Matching
Published in Journal of intelligent systems (01-06-2014)“…Since the use of systems of satellite positioning such as the global positioning system (GPS), applications have tried to locate vehicles on maps representing…”
Get full text
Journal Article -
13
Alzheimer’s disease early detection from sparse data using brain importance maps
Published in Electronic letters on computer vision and image analysis (01-11-2013)“…Statistical methods are increasingly used in the analysis of FDG-PET images for the early diagnosis of Alzheimer’s disease. We will present a method to extract…”
Get full text
Journal Article -
14
Biofeedback interventions for individuals with cerebral palsy: a systematic review
Published in Disability and rehabilitation (25-09-2019)“…Purpose: The purpose of this study is to evaluate the quality of evidence of biofeedback interventions aimed at improving motor activities in people with…”
Get full text
Journal Article -
15
An easy design for interval observers
Published in International journal of control (01-12-2020)“…This paper deals with the problem of interval estimation. The proposed approach is based on the use of successive derivatives in continuous time (or forward…”
Get full text
Journal Article -
16
An unknown input extended Kalman filter for nonlinear stochastic systems
Published in European journal of control (01-11-2020)“…This paper proposes an Unknown Input Extended Kalman Filter (UIEKF) for stochastic non linear systems affected by Gaussian noises and Unknown Inputs (UI) in…”
Get full text
Journal Article -
17
RNN-based linear parameter varying adaptive model predictive control for autonomous driving
Published in International journal of systems science (2024)“…Autonomous driving is a complex and highly dynamic process that ensures controlling the coupled longitudinal and lateral vehicle dynamics. Model predictive…”
Get full text
Journal Article -
18
A review on generative Boltzmann networks applied to dynamic systems
Published in Mechanical systems and signal processing (15-01-2021)“…[Display omitted] The modelling of dynamic system is a challenging problem in a large number of applications like prediction, bio-data modelling, computer…”
Get full text
Journal Article -
19
Lateral control for autonomous wheeled vehicles: A technical review
Published in Asian journal of control (01-07-2023)“…Autonomous driving has the ability to reshape mobility and transportation by reducing road accidents, traffic jams, and air pollution. This can yield energy…”
Get full text
Journal Article -
20
An enhanced characterization of gait deviations in Hemiparesis by combining knee and ankle kinematics
Published in Gait & posture (01-09-2024)Get full text
Journal Article