Human gait analysis in neurodegenerative diseases: a review

G Cicirelli, D Impedovo, V Dentamaro… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
This paper reviews the recent literature on technologies and methodologies for quantitative
human gait analysis in the context of neurodegenerative diseases. The use of technological …

Gait and tremor investigation using machine learning techniques for the diagnosis of Parkinson disease

E Abdulhay, N Arunkumar, K Narasimhan… - Future Generation …, 2018 - Elsevier
Parkinson's disease (PD) is a chronic and progressive movement disorder affecting patients
in large numbers throughout the world. As PD progresses, the affected person is unable to …

Sensor technology with gait as a diagnostic tool for assessment of Parkinson's disease: a survey

N Kour, S Gupta, S Arora - Multimedia Tools and Applications, 2023 - Springer
Parkinson's Disease (PD) is the most precarious chronic disorder of the human brain
affecting millions of people globally. In today's world of technical inventions, the diagnosis of …

Machine learning algorithm for gait analysis and classification on early detection of Parkinson

R Alkhatib, MO Diab, C Corbier… - IEEE Sensors …, 2020 - ieeexplore.ieee.org
Gait analysis using kinetic data such as pressure distribution underneath the foot has been a
topic of interest for assessing falls in elderly and certain pathology such as Parkinson's …

Prediction of ground reaction forces for Parkinson's disease patients using a kinect-driven musculoskeletal gait analysis model

M Eltoukhy, C Kuenze, MS Andersen, J Oh… - Medical engineering & …, 2017 - Elsevier
Highlights•Kinect v2 provides comparable GRF data to force plate analysis for PD
gait.•Kinect v2 is promising for assessing kinetic symmetry in PD patients.•Kinect v2 is a …

Adaptive Spatio-Temporal Directed Graph Neural Network for Parkinson's Detection using Vertical Ground Reaction Force

X Wang, S Liang, Z Zhao, X Cui, K Chen… - Proceedings of the 31st …, 2023 - dl.acm.org
Vertical Ground Reaction Force (VGRF) signal obtained from foot-worn sensors, also known
as plantar data, provides a highly informative and detailed representation of an individual's …

[HTML][HTML] Vertical Ground Reaction Forces in Parkinson's Disease: A Speed-Matched Comparative Analysis with Healthy Subjects

M Giardini, AM Turcato, I Arcolin, S Corna, M Godi - Sensors, 2023 - mdpi.com
This study aimed to investigate and compare the vertical Ground Reaction Forces (vGRFs)
of patients with Parkinson's Disease (PwPD) and healthy subjects (HS) when the …

Speed and temporal adaptations during nonmotorized treadmill walking in Parkinson disease and nondisabled individuals

IW Penn, WH Sung, PH Lin, JC Wang… - International journal …, 2019 - journals.lww.com
Few studies have explored the potential of gait analysis and training in nonmotorized
treadmill (NMT) in Parkinson's disease (PD) patients. We investigated (a) the walking …

Detection of Parkinson gait pattern based on vertical ground reaction force

HH Manap, NM Tahir - 2013 IEEE international conference on …, 2013 - ieeexplore.ieee.org
This paper aims to identify gait patterns between normal healthy adults and PD patients
based on three vertical ground reaction force gait features namely Maximum vertical heel …

Comparative Analysis of Neural Networks and Data Processing Techniques for Parkinson's Gait Classification

I Reyes, F Andaluz, K Troya, L Zhinin-Vera… - Intelligent Systems …, 2024 - Springer
Parkinson's disease (PD) is an advancing neurodegenerative condition characterized by
motor symptoms, including disturbances in gait and varying degrees of severity, typically …