Systematic review on the application of wearable inertial sensors to quantify everyday life motor activity in people with mobility impairments

FM Rast, R Labruyère - Journal of neuroengineering and rehabilitation, 2020 - Springer
Background Recent advances in wearable sensor technologies enable objective and long-
term monitoring of motor activities in a patient's habitual environment. People with mobility …

The use of wearable sensors to assess and treat the upper extremity after stroke: a scoping review

GJ Kim, A Parnandi, S Eva… - Disability and …, 2022 - Taylor & Francis
Purpose To address the gap in the literature and clarify the expanding role of wearable
sensor data in stroke rehabilitation, we summarized the methods for upper extremity (UE) …

Rehab-net: Deep learning framework for arm movement classification using wearable sensors for stroke rehabilitation

M Panwar, D Biswas, H Bajaj, M Jöbges… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
In this paper, we present a deep learning framework “Rehab-Net” for effectively classifying
three upper limb movements of the human arm, involving extension, flexion, and rotation of …

Upper limb assessment with inertial measurement units according to the international classification of functioning in stroke: a systematic review and correlation meta …

A Martino Cinnera, P Picerno, A Bisirri… - Topics in Stroke …, 2024 - Taylor & Francis
Objective To investigate the usefulness of inertial measurement units (IMUs) in the
assessment of motor function of the upper limb (UL) in accordance with the international …

Wearable sensors to monitor, enable feedback, and measure outcomes of activity and practice

BH Dobkin, C Martinez - Current neurology and neuroscience reports, 2018 - Springer
Abstract Purpose of Review Measurements obtained during real-world activity by wearable
motion sensors may contribute more naturalistic accounts of clinically meaningful changes …

Monitoring Arm Movements Post-Stroke for Applications in Rehabilitation and Home Settings

JP Gomez-Arrunategui, JJ Eng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Optimal recovery of arm function following stroke requires patients to perform a large
number of functional arm movements in clinical therapy sessions, as well as at home …

Upper limb movements as digital biomarkers in people with ALS

M Straczkiewicz, M Karas, SA Johnson, KM Burke… - Ebiomedicine, 2024 - thelancet.com
Background Objective evaluation of people with amyotrophic lateral sclerosis (PALS) in free-
living settings is challenging. The introduction of portable digital devices, such as wearables …

Sensor measures of symmetry quantify upper limb movement in the natural environment across the lifespan

BA Smith, CE Lang - Archives of physical medicine and rehabilitation, 2019 - Elsevier
Abstract Knowledge of upper limb activity in the natural environment is critical for evaluating
the effectiveness of rehabilitation services. Wearable sensors allow efficient collection of …

Objective assessment of postoperative morbidity after breast cancer treatments with wearable activity monitors: the “BRACELET” study

NA Che Bakri, RM Kwasnicki, K Dhillon, N Khan… - Annals of Surgical …, 2021 - Springer
Background Current validated tools to measure upper limb dysfunction after breast cancer
treatment, such as questionnaires, are prone to recall bias and do not enable comparisons …

Hand hygiene duration and technique recognition using wrist-worn sensors

V Galluzzi, T Herman, P Polgreen - Proceedings of the 14th International …, 2015 - dl.acm.org
Hand washing is an effective countermeasure to the spread of many types of infection.
Recently, sensing technology has automated the sampling and study of hand hygiene rates …