Using wearable inertial sensors to estimate clinical scores of upper limb movement quality in stroke

C Werner, JG Schönhammer, MK Steitz… - Frontiers in …, 2022 - frontiersin.org
Neurorehabilitation is progressively shifting from purely in-clinic treatment to therapy that is
provided in both clinical and home-based settings. This transition generates a pressing …

Measuring movement quality of the stroke-impaired upper extremity with a wearable sensor: Toward a smoothness metric for home rehabilitation exercise programs

S Okita, DS De Lucena, V Chan… - 2021 43rd annual …, 2021 - ieeexplore.ieee.org
Remote patient monitoring systems show promise for assisting stroke patients in home
exercise programs. While these systems typically measure exercise repetitions in order to …

Assessment of upper limb movement impairments after stroke using wearable inertial sensing

A Schwarz, MMC Bhagubai, G Wolterink, JPO Held… - Sensors, 2020 - mdpi.com
Precise and objective assessments of upper limb movement quality after strokes in
functional task conditions are an important prerequisite to improve understanding of the …

Estimating post-stroke upper-limb impairment from four activities of daily living using a single wrist-worn inertial sensor

B Oubre, SI Lee - … on Biomedical and Health Informatics (BHI), 2022 - ieeexplore.ieee.org
Upper-limb hemiparesis resulting from stroke is a common cause of long-term disability.
Wearable inertial sensors offer a potential means of developing assessments of motor …

Measuring functional arm movement after stroke using a single wrist-worn sensor and machine learning

EM Bochniewicz, G Emmer, A McLeod, J Barth… - Journal of Stroke and …, 2017 - Elsevier
Background and Purpose Trials of restorative therapies after stroke and clinical
rehabilitation require relevant and objective efficacy end points; real-world upper extremity …

[HTML][HTML] Classification of functional and non-functional arm use by inertial measurement units in individuals with upper limb impairment after stroke

J Pohl, A Ryser, JM Veerbeek, G Verheyden… - Frontiers in …, 2022 - frontiersin.org
Background: Arm use metrics derived from wrist-mounted movement sensors are widely
used to quantify the upper limb performance in real-life conditions of individuals with stroke …

Estimating upper-limb impairment level in stroke survivors using wearable inertial sensors and a minimally-burdensome motor task

B Oubre, JF Daneault, HT Jung… - … on Neural Systems …, 2020 - ieeexplore.ieee.org
Upper-limb paresis is the most common motor impairment post stroke. Current solutions to
automate the assessment of upper-limb impairment impose a number of critical burdens on …

Quantification of motor function post-stroke using novel combination of wearable inertial and mechanomyographic sensors

L Formstone, W Huo, S Wilson… - … on Neural Systems …, 2021 - ieeexplore.ieee.org
Subjective clinical rating scales represent the gold-standard for diagnosis of motor function
following stroke. In practice however, they suffer from well-recognized limitations including …

[HTML][HTML] Usability evaluations of a wearable inertial sensing system and quality of movement metrics for stroke survivors by care professionals

B Klaassen, BJF Van Beijnum, JP Held… - … in bioengineering and …, 2017 - frontiersin.org
Background Inertial motion capture systems are used in many applications such as
measuring the movement quality in stroke survivors. The absence of clinical effectiveness …

Improving accelerometry-based measurement of functional use of the upper extremity after stroke: machine learning versus counts threshold method

PS Lum, L Shu, EM Bochniewicz… - … and neural repair, 2020 - journals.sagepub.com
Background Wrist-worn accelerometry provides objective monitoring of upper-extremity
functional use, such as reaching tasks, but also detects nonfunctional movements, leading to …