Wearable devices for gait analysis in intelligent healthcare

X Liu, C Zhao, B Zheng, Q Guo, X Duan… - Frontiers in Computer …, 2021 - frontiersin.org
In this study, we review the role of wearable devices in tracking our daily locomotion. We
discuss types of wearable devices that can be used, methods for gait analyses, and multiple …

Toward pervasive gait analysis with wearable sensors: A systematic review

S Chen, J Lach, B Lo, GZ Yang - IEEE journal of biomedical …, 2016 - ieeexplore.ieee.org
After decades of evolution, measuring instruments for quantitative gait analysis have
become an important clinical tool for assessing pathologies manifested by gait …

A survey of human gait-based artificial intelligence applications

EJ Harris, IH Khoo, E Demircan - Frontiers in Robotics and AI, 2022 - frontiersin.org
We performed an electronic database search of published works from 2012 to mid-2021 that
focus on human gait studies and apply machine learning techniques. We identified six key …

Latest research trends in gait analysis using wearable sensors and machine learning: A systematic review

A Saboor, T Kask, A Kuusik, MM Alam… - Ieee …, 2020 - ieeexplore.ieee.org
Gait is the locomotion attained through the movement of limbs and gait analysis examines
the patterns (normal/abnormal) depending on the gait cycle. It contributes to the …

Multi-modal gait: A wearable, algorithm and data fusion approach for clinical and free-living assessment

Y Celik, S Stuart, WL Woo, E Sejdic, A Godfrey - Information Fusion, 2022 - Elsevier
Gait abnormalities are typically derived from neurological conditions or orthopaedic
problems and can cause severe consequences such as limited mobility and falls. Gait …

[PDF][PDF] GaitPy: an open-source python package for gait analysis using an accelerometer on the lower back

MD Czech, S Patel - Journal of Open Source Software, 2019 - joss.theoj.org
Gait impairments are present across a broad range of conditions and often have a significant
impact on the functional mobility and quality of life of an individual. Clinicians and …

Bring gait lab to everyday life: Gait analysis in terms of activities of daily living

D Chen, Y Cai, X Qian, R Ansari, W Xu… - IEEE internet of …, 2019 - ieeexplore.ieee.org
With the development of the Internet of Things (IoT), wearable technologies have been
proposed to measure gait parameters in everyday life. However, since both diseases and …

Towards wearable-inertial-sensor-based gait posture evaluation for subjects with unbalanced gaits

S Qiu, H Wang, J Li, H Zhao, Z Wang, J Wang, Q Wang… - Sensors, 2020 - mdpi.com
Human gait reflects health condition and is widely adopted as a diagnostic basis in clinical
practice. This research adopts compact inertial sensor nodes to monitor the function of …

Smart insole: A wearable sensor device for unobtrusive gait monitoring in daily life

F Lin, A Wang, Y Zhuang, MR Tomita… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Gait analysis is an important medical diagnostic process and has many applications in
healthcare, rehabilitation, therapy, and exercise training. However, typical gait analysis has …

GaitTrack: Health monitoring of body motion from spatio-temporal parameters of simple smart phones

Q Cheng, J Juen, Y Li, V Prieto-Centurion… - Proceedings of the …, 2013 - dl.acm.org
Detecting abnormal health is an important issue for mobile health, especially for chronic
diseases. We present a free-living health monitoring system based on simple standalone …