Wearable systems for shoulder kinematics assessment: A systematic review

A Carnevale, UG Longo, E Schena… - BMC musculoskeletal …, 2019 - Springer
Background Wearable sensors are acquiring more and more influence in diagnostic and
rehabilitation field to assess motor abilities of people with neurological or musculoskeletal …

Benefits of IMU-based wearables in sports medicine: Narrative review

JS Arlotti, WO Carroll, Y Afifi… - … of Kinesiology and …, 2022 - journals.aiac.org.au
Background: Inertial Measurement Unit (IMU) based wearables have been the focus of
many recent sports medicine research efforts. Objective: The goal of this narrative-driven …

Activity recognition in beach volleyball using a Deep Convolutional Neural Network: Leveraging the potential of Deep Learning in sports

T Kautz, BH Groh, J Hannink, U Jensen… - Data Mining and …, 2017 - Springer
Many injuries in sports are caused by overuse. These injuries are a major cause for reduced
performance of professional and non-professional beach volleyball players. Monitoring of …

Wearable IMU for shoulder injury prevention in overhead sports

SA Rawashdeh, DA Rafeldt, TL Uhl - Sensors, 2016 - mdpi.com
Body-worn inertial sensors have enabled motion capture outside of the laboratory setting. In
this work, an inertial measurement unit was attached to the upper arm to track and …

Muscle fatigue analysis during dynamic contractions based on biomechanical features and Permutation Entropy

J Murillo-Escobar, YE Jaramillo Munera… - Mathematical …, 2020 - riunet.upv.es
[EN] Muscle fatigue is an important field of study in sports medicine and occupational health.
Several studies in the literature have proposed methods for predicting muscle fatigue in …

Algorithmic assessment of shoulder function using smartphone video capture and machine learning

DM Darevsky, DA Hu, FA Gomez, MR Davies, X Liu… - Scientific Reports, 2023 - nature.com
Tears within the stabilizing muscles of the shoulder, known as the rotator cuff (RC), are the
most common cause of shoulder pain—often presenting in older patients and requiring …

Highly-Individualized physical therapy instruction beyond the clinic using wearable inertial sensors

SA Rawashdeh, E Reimann, TL Uhl - IEEE access, 2022 - ieeexplore.ieee.org
Musculoskeletal conditions, often requiring rehabilitation, affect one-third of the US
population annually. This paper presents rehabilitation assistive technology that includes …

[HTML][HTML] A Tool for Low-Cost, Quantitative Assessment of Shoulder Function Using Machine Learning

DM Darevsky, DA Hu, FA Gomez, MR Davies, X Liu… - MedRxiv, 2023 - ncbi.nlm.nih.gov
Tears within the stabilizing muscles of the shoulder, known as the rotator cuff (RC), are the
most common cause of shoulder pain—often presenting in older patients and requiring …

Volleyball setting technique assessment using a single point sensor

AK Holatka, H Suwa, K Yasumoto - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
The correct technique is one of the main aspects for semi-professional athletes training their
volleyball skills. Traditional training and movement assessment though, might not yield the …

Optimal Activity Recognition Framework based on Improvement of Regularized Neighborhood Component Analysis (RNCA)

N Shahar, MA As'ari, TT Swee, NF Ghazali… - IEEE …, 2024 - ieeexplore.ieee.org
This study aims to investigate the alternative model structure based on a feature selection
algorithm on multiple features-framework of human activity recognition (HAR) via wearable …