Insole-based systems for health monitoring: Current solutions and research challenges

S Subramaniam, S Majumder, AI Faisal, MJ Deen - Sensors, 2022 - mdpi.com
Wearable health monitoring devices allow for measuring physiological parameters without
restricting individuals' daily activities, providing information that is reflective of an individual's …

Plantar pressure‐based insole gait monitoring techniques for diseases monitoring and analysis: a review

JL Chen, YN Dai, NS Grimaldi, JJ Lin… - Advanced Materials …, 2022 - Wiley Online Library
Among diverse wearable techniques, insole‐based plantar pressure monitoring systems
have surged as a leading technology to monitor patient's chronic disease progression. Such …

Prediction of heart disease using deep convolutional neural networks

A Mehmood, M Iqbal, Z Mehmood, A Irtaza… - Arabian Journal for …, 2021 - Springer
Heart diseases are currently a major cause of death in the world. This problem is severe in
developing countries in Africa and Asia. A heart disease predicted at earlier stages not only …

Active‐matrix sensing array assisted with machine‐learning approach for lumbar degenerative disease diagnosis and postoperative assessment

D Liu, D Zhang, Z Sun, S Zhou, W Li… - Advanced Functional …, 2022 - Wiley Online Library
Lumbar degenerative disease (LDD) refers to the nerve compression syndrome such as
neurogenic intermittent claudication and lower limb pain, which disturbs people's daily life …

A review of wearable sensor systems to monitor plantar loading in the assessment of diabetic foot ulcers

L Wang, D Jones, GJ Chapman… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Diabetes is highly prevalent throughout the world and imposes a high economic cost on
countries at all income levels. Foot ulceration is one devastating consequence of diabetes …

Triboelectric Insoles with Normal‐Shear Plantar Stress Perception

S Hu, H Li, W Lu, T Han, Y Xu, X Shi… - Advanced Functional …, 2024 - Wiley Online Library
Plantar stress perception is highly desired in sports science and medical research, with the
constraint of external power supply to impede the portability and flexibility in daily life …

A deep learning method for foot progression angle detection in plantar pressure images

P Ardhianto, RBR Subiakto, CY Lin, YK Jan, BY Liau… - Sensors, 2022 - mdpi.com
Foot progression angle (FPA) analysis is one of the core methods to detect gait pathologies
as basic information to prevent foot injury from excessive in-toeing and out-toeing. Deep …

Estimation of various walking intensities based on wearable plantar pressure sensors using artificial neural networks

HC Chen, Sunardi, BY Liau, CY Lin, VBH Akbari… - Sensors, 2021 - mdpi.com
Walking has been demonstrated to improve health in people with diabetes and peripheral
arterial disease. However, continuous walking can produce repeated stress on the plantar …

Robotic orthoses for gait rehabilitation: An overview of mechanical design and control strategies

PK Jamwal, S Hussain… - Proceedings of the …, 2020 - journals.sagepub.com
The application of robotic devices in providing physiotherapies to post-stroke patients and
people suffering from incomplete spinal cord injuries is rapidly expanding. It is crucial to …

[HTML][HTML] A systematic review of artificial neural network techniques for analysis of foot plantar pressure

C Wang, K Evans, D Hartley, S Morrison, M Veidt… - Biocybernetics and …, 2024 - Elsevier
Plantar pressure distribution offers insights into foot function, gait mechanics, and foot-
related issues. This systematic review presents an analysis of the use of artificial neural …