Measurement of Functional Use in Upper Extremity Prosthetic Devices Using Wearable Sensors and Machine Learning
EM Bochniewicz, G Emmer, AW Dromerick, J Barth… - Sensors, 2023 - mdpi.com
Trials for therapies after an upper limb amputation (ULA) require a focus on the real-world
use of the upper limb prosthesis. In this paper, we extend a novel method for identifying …
use of the upper limb prosthesis. In this paper, we extend a novel method for identifying …
A machine learning classification model for monitoring the daily physical behaviour of lower-limb amputees
B Griffiths, L Diment, MH Granat - Sensors, 2021 - mdpi.com
There are currently limited data on how prosthetic devices are used to support lower-limb
prosthesis users in their free-living environment. Possessing the ability to monitor a patient's …
prosthesis users in their free-living environment. Possessing the ability to monitor a patient's …
Using wearable sensors and machine learning models to separate functional upper extremity use from walking-associated arm movements
A McLeod, EM Bochniewicz, PS Lum, RJ Holley… - Archives of physical …, 2016 - Elsevier
Objective To improve measurement of upper extremity (UE) use in the community by
evaluating the feasibility of using body-worn sensor data and machine learning models to …
evaluating the feasibility of using body-worn sensor data and machine learning models to …
Monitoring functional capability of individuals with lower limb amputations using mobile phones
MV Albert, C McCarthy, J Valentin, M Herrmann… - PLoS …, 2013 - journals.plos.org
To be effective, a prescribed prosthetic device must match the functional requirements and
capabilities of each patient. These capabilities are usually assessed by a clinician and …
capabilities of each patient. These capabilities are usually assessed by a clinician and …
Evaluation of activities of daily living tesbeds for assessing prosthetic device usability
Individuals with upper limb amputations rely on prosthetic devices to perform activities of
daily living. However, these technologies are often reported as being difficult to use. Prior …
daily living. However, these technologies are often reported as being difficult to use. Prior …
Monitoring at-home prosthesis control improvements through real-time data logging
Objective. Validating the ability for advanced prostheses to improve function beyond the
laboratory remains a critical step in enabling long-term benefits for prosthetic limb users …
laboratory remains a critical step in enabling long-term benefits for prosthetic limb users …
Application of machine learning to the identification of joint degrees of freedom involved in abnormal movement during upper limb prosthesis use
SL Wang, C Bloomer, G Civillico, K Kontson - PloS one, 2021 - journals.plos.org
To evaluate movement quality of upper limb (UL) prosthesis users, performance-based
outcome measures have been developed that examine the normalcy of movement as …
outcome measures have been developed that examine the normalcy of movement as …
Patient-Specific Movement Regime: Investigating the Potential of Upper-Extremity Motions for Intelligent Myoelectric Prosthetic Control
Amputation can have varying impacts on amputees depending on the extent of residual
muscles left. Commercial prosthetics prioritize functional movements, neglecting patient …
muscles left. Commercial prosthetics prioritize functional movements, neglecting patient …
Augmented reality prosthesis training setup for motor skill enhancement
Adjusting to amputation can often time be difficult for the body. Post-surgery, amputees have
to wait for up to several months before receiving a properly fitted prosthesis. In recent years …
to wait for up to several months before receiving a properly fitted prosthesis. In recent years …
A novel approach for predicting usability of upper limb prostheses
Limb amputation can lead to significant functional challenges in daily activities, prompting
amputees to use prosthetic devices (PDs). However, the cognitive demands of PDs and …
amputees to use prosthetic devices (PDs). However, the cognitive demands of PDs and …
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