Artificial intelligence of things for smarter healthcare: A survey of advancements, challenges, and opportunities
Healthcare systems are under increasing strain due to a myriad of factors, from a steadily
ageing global population to the current COVID-19 pandemic. In a world where we have …
ageing global population to the current COVID-19 pandemic. In a world where we have …
[HTML][HTML] Wearable sensor technologies to assess motor functions in people with multiple sclerosis: systematic scoping review and perspective
Background Wearable sensor technologies have the potential to improve monitoring in
people with multiple sclerosis (MS) and inform timely disease management decisions …
people with multiple sclerosis (MS) and inform timely disease management decisions …
Duo-gait: A gait dataset for walking under dual-task and fatigue conditions with inertial measurement units
In recent years, there has been a growing interest in developing and evaluating gait analysis
algorithms based on inertial measurement unit (IMU) data, which has important implications …
algorithms based on inertial measurement unit (IMU) data, which has important implications …
A multi-sensor wearable system for the assessment of diseased gait in real-world conditions
Introduction: Accurately assessing people's gait, especially in real-world conditions and in
case of impaired mobility, is still a challenge due to intrinsic and extrinsic factors resulting in …
case of impaired mobility, is still a challenge due to intrinsic and extrinsic factors resulting in …
Transductive learning models for accurate ambulatory gait analysis in elderly residents of assisted living facilities
Instrumented footwear represents a promising technology for spatiotemporal gait analysis in
out-of-the-lab conditions. However, moderate accuracy impacts this technology's ability to …
out-of-the-lab conditions. However, moderate accuracy impacts this technology's ability to …
Infusing a Convolutional Neural Network with Encoded Joint Node Image Data to Recognize 25 Daily Human Activities
Y Zhao, T Sun, Z Ju, F Dong, L Yang… - Advanced Intelligent …, 2023 - Wiley Online Library
Human activity recognition (HAR) has gained popularity in the field of computer vision such
as video surveillance, security, and virtual reality. However, traditional methods are limited in …
as video surveillance, security, and virtual reality. However, traditional methods are limited in …
[HTML][HTML] Introduction of AI Technology for Objective Physical Function Assessment
N Kouno, S Takahashi, M Komatsu… - …, 2024 - pmc.ncbi.nlm.nih.gov
Objective physical function assessment is crucial for determining patient eligibility for
treatment and adjusting the treatment intensity. Existing assessments, such as performance …
treatment and adjusting the treatment intensity. Existing assessments, such as performance …
Sensor-based gait analyses of the six-minute walk test identify qualitative improvement in gait parameters of people with multiple sclerosis after rehabilitation
P Berg-Hansen, SM Moen, A Austeng, V Gonzales… - Journal of …, 2022 - Springer
The aim of this work was to determine whether wearable inertial measurement units (IMUs)
could detect gait improvements across different disability groups of people with Multiple …
could detect gait improvements across different disability groups of people with Multiple …
Ecological validation of machine learning models for spatiotemporal gait analysis in free-living environments using instrumented insoles
Continuous gait monitoring may aid the early diagnosis of neurological and musculoskeletal
conditions and help validate the effectiveness of new treatments. However, consumer-grade …
conditions and help validate the effectiveness of new treatments. However, consumer-grade …
Effect of fear of falling on mobility measured during lab and daily activity assessments in Parkinson's disease
In chronic disorders such as Parkinson's disease (PD), fear of falling (FOF) is associated
with falls and reduced quality of life. With inertial measurement units (IMUs) and dedicated …
with falls and reduced quality of life. With inertial measurement units (IMUs) and dedicated …