Assessing human motion during exercise using machine learning: A literature review

F Frangoudes, M Matsangidou, EC Schiza… - IEEE …, 2022 - ieeexplore.ieee.org
The World Health Organization promotes healthy living through regular physical activities,
such as exercise and sports, as well as access to healthcare and rehabilitation services for …

A real-time tennis level evaluation and strokes classification system based on the Internet of Things

M Wu, M Fan, Y Hu, R Wang, Y Wang, Y Li, S Wu… - Internet of Things, 2022 - Elsevier
In this study a single wearable inertial measurement unit (IMU) and machine learning
methodologies were used to conduct player level evaluation and classification five prototype …

Invisible experience to real-time assessment in elite tennis athlete training: Sport-specific movement classification based on wearable MEMS sensor data

M Wu, R Wang, Y Hu, M Fan… - Proceedings of the …, 2023 - journals.sagepub.com
This study examined the reliability of a tennis stroke classification and assessment platform
consisting of a single low-cost MEMS sensor in a wrist-worn wearable device, smartphone …

Artificial Intelligence and Machine Learning-Based Data Analytics for Sports: General Overview and NBA Case Study

A Gálvez, VS Chan, S Pérez-Carabaza… - … , Optimization, and Data …, 2024 - Springer
Artificial intelligence and machine learning are two of the most groundbreaking and
disruptive computing technologies in today's digital world. Recent developments in these …

Classification of a pincer nail using a recurrent-based neural network

K Makino, Y Ogawa, Z Liu, K Yamada… - 2020 IEEE/SICE …, 2020 - ieeexplore.ieee.org
A pincer nail is a disease where a nail becomes deformed. The origin is unclear. Patients
with a serious pincer nail cannot walk normally. Serious pincer nails are often treated …

Utilization of neural networks within sports to define movement frequency for product development

R Grant, L Holmes, J Morris, C Marfell, J Murphy… - repository.lboro.ac.uk
Engineering of Sport 15-Proceedings from the 15th International Conference on the
Engineering of Sport (ISEA 2024) The application of technology in sports is rapidly …