A review of machine learning network in human motion biomechanics

WS Low, CK Chan, JH Chuah, YK Tee, YC Hum… - Journal of Grid …, 2022 - Springer
Human motion analysis is fundamental in many real applications such as surveillance and
monitoring, human-machine interface, medical motion analysis and diagnosis. With the …

[HTML][HTML] Recent Innovations in Footwear and the Role of Smart Footwear in Healthcare—A Survey

PG Rukmini, RB Hegde, BK Basavarajappa, AK Bhat… - Sensors, 2024 - mdpi.com
Smart shoes have ushered in a new era of personalised health monitoring and assistive
technologies. Smart shoes leverage technologies such as Bluetooth for data collection and …

Research on a gait detection system and recognition algorithm for lower limb exoskeleton robot

D Zeng, C Qu, T Ma, S Qu, P Yin, N Zhao… - Journal of the Brazilian …, 2021 - Springer
The human gait detection system is one of the most important technologies for the
intelligentization of the exoskeleton. It has high scientific significance and application …

Respiratory event detection during sleep using electrocardiogram and respiratory related signals: Using polysomnogram and patch-type wearable device data

M Yeo, H Byun, J Lee, J Byun, HY Rhee… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
This paper presents an automatic algorithm for the detection of respiratory events in patients
using electrocardiogram (ECG) and respiratory signals. The proposed method was …

Classifying gait alterations using an instrumented smart sock and deep learning

P Lugoda, SC Hayes, T Hughes-Riley… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
This article presents a noninvasive method of classifying gait patterns associated with
various movement disorders and/or neurological conditions, utilizing unobtrusive …

Electrocardiogram feature selection and performance improvement of sleep stages classification using grid search

LV Ugi, FY Suratman, U Sunarya - Bulletin of Electrical Engineering and …, 2022 - beei.org
Sleep analysis is often used to identify sleep-related human health. In many cases, sleep
disorders could cause a particular disease. One of the approaches to detect sleep disorders …

A novel instrumented outsole for real-time foot kinematic measurements: validation across different speeds and simulated foot landing

R Bajpai, A Tiwari, A Jain… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Neuromuscular disorders, especially in patients with cerebral palsy (CP), lead to foot
deformities and affect foot biomechanics leading to compromised gait. Thus, the foot …

Accurate identification of Parkinson's disease by distinctive features and ensemble decision trees

H Zhao, J Cao, R Wang, Y Lei, WH Liao… - … Signal Processing and …, 2021 - Elsevier
Parkinson's disease (PD) is a progressive neurological disorder that primarily leads to a
series of motor impairments. Therefore, human gait patterns and information obtained from …

[PDF][PDF] Wearable devices for gait Measurement–A case for Textile-Based devices

RK Raji, W Wang, J Han, N Li - Textile & Leather Review, 2023 - tlr-journal.com
Wearable devices for gait measurement are devices worn on the body to measure the gait of
the wearers. During gait measurement, several parameters are measured and the choice of …

Machine learning enabled film pressure sensor to identify surface contacts: An application in surface transmission of infectious disease

B Chang, J Zhang, Y Geng, J Li, D Miao, N Zhang - Building Simulation, 2024 - Springer
The global prevalence of infectious diseases has emerged as a significant challenge in
recent years. Surface transmission is a potential transmission route of most gastrointestinal …