Cargando…

Classification of Wheelchair Related Shoulder Loading Activities from Wearable Sensor Data: A Machine Learning Approach

Shoulder problems (pain and pathology) are highly prevalent in manual wheelchair users with spinal cord injury. These problems lead to limitations in activities of daily life (ADL), labor- and leisure participation, and increase the health care costs. Shoulder problems are often associated with the...

Descripción completa

Detalles Bibliográficos
Autores principales:	de Vries, Wiebe H. K., Amrein, Sabrina, Arnet, Ursina, Mayrhuber, Laura, Ehrmann, Cristina, Veeger, H. E. J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9570805/ https://www.ncbi.nlm.nih.gov/pubmed/36236503 http://dx.doi.org/10.3390/s22197404

Ejemplares similares

Machine-Learning-Based Methodology for Estimation of Shoulder Load in Wheelchair-Related Activities Using Wearables
por: Amrein, Sabrina, et al.
Publicado: (2023)

Real-Life Wheelchair Mobility Metrics from IMUs
por: de Vries, Wiebe H. K., et al.
Publicado: (2023)

A Scoping Review on Shoulder Injuries of Wheelchair Tennis Players: Potential Risk-Factors and Musculoskeletal Adaptations
por: Mayrhuber, Laura, et al.
Publicado: (2022)

Effect of Fatiguing Wheelchair Propulsion and Weight Relief Lifts on Subacromial Space in Wheelchair Users
por: Arnet, Ursina, et al.
Publicado: (2022)

Wearable Wheelchair Mobility Performance Measurement in Basketball, Rugby, and Tennis: Lessons for Classification and Training
por: van der Slikke, Rienk M. A., et al.
Publicado: (2020)

Changes in propulsion technique and shoulder complex loading following low-intensity wheelchair practice in novices
por: Leving, Marika T., et al.
Publicado: (2018)

Comparing rolling resistance of two treadmills and its influence on exercise testing in wheelchair athletics
por: Arnet, Ursina, et al.
Publicado: (2023)

Changes in neuromuscular activation, heart rate and rate of perceived exertion over the course of a wheelchair propulsion fatigue protocol
por: Minder, Ursina, et al.
Publicado: (2023)

Shoulder Tendon Adaptations Following a Graded Exercise Test to Exhaustion in Highly Trained Wheelchair Rugby Athletes With Different Impairments
por: Bossuyt, Fransiska Marie, et al.
Publicado: (2022)

Early motor learning changes in upper-limb dynamics and shoulder complex loading during handrim wheelchair propulsion
por: Vegter, Riemer J K, et al.
Publicado: (2015)

Temporal Parameters Estimation for Wheelchair Propulsion Using Wearable Sensors
por: Ojeda, Manoela, et al.
Publicado: (2014)

WISP, Wearable Inertial Sensor for Online Wheelchair Propulsion Detection
por: Callupe Luna, Jhedmar, et al.
Publicado: (2022)

Changes in supraspinatus and biceps tendon thickness: influence of fatiguing propulsion in wheelchair users with spinal cord injury
por: Bossuyt, Fransiska M., et al.
Publicado: (2019)

The effects of backrest thickness on the shoulder muscle load during wheelchair propulsion
por: Yoo, Ingyu
Publicado: (2015)

Shoulder complaints in wheelchair athletes: A systematic review
por: Heyward, Omar W., et al.
Publicado: (2017)

Detailed Shoulder MRI Findings in Manual Wheelchair Users with Shoulder Pain
por: Morrow, Melissa M. B., et al.
Publicado: (2014)

Reliability of Wearable-Sensor-Derived Measures of Physical Activity in Wheelchair-Dependent Spinal Cord Injured Patients
por: Schneider, Sophie, et al.
Publicado: (2018)

Biomechanics of wheelchair turning manoeuvres: novel insights into wheelchair propulsion
por: Chaikhot, Dhissanuvach, et al.
Publicado: (2023)

Alterations in shoulder kinematics are associated with shoulder pain during wheelchair propulsion sprints
por: Briley, Simon J., et al.
Publicado: (2022)

Variability in bimanual wheelchair propulsion: consistency of two instrumented wheels during handrim wheelchair propulsion on a motor driven treadmill
por: Vegter, Riemer JK, et al.
Publicado: (2013)

Sensors for Wheelchair Tennis: Measuring Trunk and Shoulder Biomechanics and Upper Extremity Vibration during Backhand Stroke
por: Ju, Yan-Ying, et al.
Publicado: (2021)

Flexible wearable intelligent sensing system for wheelchair sports monitoring
por: Mao, Yupeng, et al.
Publicado: (2023)

Impact of Sprinting and Dribbling on Shoulder Joint and Pushrim Kinetics in Wheelchair Basketball Athletes
por: Chénier, Félix, et al.
Publicado: (2022)

Load Position and Weight Classification during Carrying Gait Using Wearable Inertial and Electromyographic Sensors
por: Goršič, Maja, et al.
Publicado: (2020)

Classification of Plank Techniques Using Wearable Sensors
por: Chen, Zong-Rong, et al.
Publicado: (2022)

Effects of Repetitive Shoulder Activity on the Subacromial Space in Manual Wheelchair Users
por: Lin, Yen-Sheng, et al.
Publicado: (2014)

Inter-Individual Differences in the Initial 80 Minutes of Motor Learning of Handrim Wheelchair Propulsion
por: Vegter, Riemer J. K., et al.
Publicado: (2014)

Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning
por: McClure, Kristin, et al.
Publicado: (2020)

The Functional Classification and Field Test Performance in Wheelchair Basketball Players
por: Gil, Susana María, et al.
Publicado: (2015)

Using Wearable Sensors to Estimate Mechanical Power Output in Cyclical Sports Other than Cycling—A Review
por: de Vette, Vera G., et al.
Publicado: (2022)

Wearable sensor and machine learning estimate tendon load and walking speed during immobilizing boot ambulation
por: Kwon, Michelle P., et al.
Publicado: (2023)

Classification of Daily Activities for the Elderly Using Wearable Sensors
por: Liu, Jian, et al.
Publicado: (2017)

The Influence of Age at Pediatric-Onset Spinal Cord Injury and Years of Wheelchair Use on Shoulder Complex Joint Dynamics During Manual Wheelchair Propulsion
por: Leonardis, Joshua M., et al.
Publicado: (2022)

Human–machine interface-based wheelchair control using piezoelectric sensors based on face and tongue movements
por: Bouyam, Charoenporn, et al.
Publicado: (2022)

Comparing Clothing-Mounted Sensors with Wearable Sensors for Movement Analysis and Activity Classification
por: Jayasinghe, Udeni, et al.
Publicado: (2019)

Wearable sensor and machine learning accurately estimate tendon load and walking speed during immobilizing boot ambulation
por: Kwon, Michelle P., et al.
Publicado: (2023)

Feature selection for elderly faller classification based on wearable sensors
por: Howcroft, Jennifer, et al.
Publicado: (2017)

Automating sleep stage classification using wireless, wearable sensors
por: Boe, Alexander J., et al.
Publicado: (2019)

Framework for Intelligent Swimming Analytics with Wearable Sensors for Stroke Classification
por: Costa, Joana, et al.
Publicado: (2021)

Classification of static postures with wearable sensors mounted on loose clothing
por: Jayasinghe, Udeni, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_3kd41gl18iff1ofcidgd7gudu8