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A vision for the future of wearable sensors in spine care and its challenges: narrative review
PW Hodges, W van den Hoorn - Journal of Spine Surgery, 2022 - pmc.ncbi.nlm.nih.gov
Objective This review aimed to:(I) provide a brief overview of some topical areas of current
literature regarding applications of wearable sensors in the management of low back pain …
literature regarding applications of wearable sensors in the management of low back pain …
A novel CNN-BiLSTM ensemble model with attention mechanism for sit-to-stand phase identification using wearable inertial sensors
X Chen, S Cai, L Yu, X Li, B Fan, M Du… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Sit-to-stand transition phase identification is vital in the control of a wearable exoskeleton
robot for assisting patients to stand stably. In this study, we aim to propose a method for …
robot for assisting patients to stand stably. In this study, we aim to propose a method for …
Association of real life postural transitions kinematics with fatigue in neurodegenerative and immune diseases
R Romijnders, A Atrsaei, RZU Rehman, L Strehlow… - npj Digital …, 2025 - nature.com
Fatigue is prevalent in immune-mediated inflammatory and neurodegenerative diseases, yet
its assessment relies largely on patient-reported outcomes, which capture perception but not …
its assessment relies largely on patient-reported outcomes, which capture perception but not …
Toward a remote assessment of walking bout and speed: application in patients with multiple sclerosis
A Atrsaei, F Dadashi, B Mariani… - IEEE journal of …, 2021 - ieeexplore.ieee.org
Gait speed as a powerful biomarker of mobility is mostly assessed in controlled
environments, eg in the clinic. With wearable inertial sensors, gait speed can be estimated in …
environments, eg in the clinic. With wearable inertial sensors, gait speed can be estimated in …
Associations between device-measured physical activity and performance-based physical function outcomes in adults: a systematic review and meta-analysis
J Culverhouse, M Hillsdon, B Metcalf… - BMJ Public …, 2023 - bmjpublichealth.bmj.com
This systematic review and meta-analysis aimed to examine the association between device-
measured physical activity (PA) and performance-based measures of physical function (PF) …
measured physical activity (PA) and performance-based measures of physical function (PF) …
[HTML][HTML] Proposed mobility assessments with simultaneous full-body inertial measurement units and optical motion capture in healthy adults and neurological patients …
Healthy adults and neurological patients show unique mobility patterns over the course of
their lifespan and disease. Quantifying these mobility patterns could support diagnosing …
their lifespan and disease. Quantifying these mobility patterns could support diagnosing …
Instrumented 5-time sit-to-stand test: parameters predicting serious falls beyond the duration of the test
Background: Falls are a major cause of injuries in older adults. To evaluate the risk of falls in
older adults, clinical assessments such as the 5-time sit-to-stand (5xSTS) test can be …
older adults, clinical assessments such as the 5-time sit-to-stand (5xSTS) test can be …
[HTML][HTML] A novel hybrid deep learning model for human activity recognition based on transitional activities
In recent years, a plethora of algorithms have been devised for efficient human activity
recognition. Most of these algorithms consider basic human activities and neglect postural …
recognition. Most of these algorithms consider basic human activities and neglect postural …
Accuracy of gait and posture classification using movement sensors in individuals with mobility impairment after stroke
Background: Stroke leads to motor impairment which reduces physical activity, negatively
affects social participation, and increases the risk of secondary cardiovascular events …
affects social participation, and increases the risk of secondary cardiovascular events …
Online change point detection in application with transition-aware activity recognition
Transition-aware activity recognition is an inherent component of online health monitoring
and ambient assisted living. An explosion of technology breakthroughs in wireless sensor …
and ambient assisted living. An explosion of technology breakthroughs in wireless sensor …