AIMC Topic: Athletic Injuries
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Sound of synergy: ultrasound and artificial intelligence in sports medicine.
British journal of sports medicine
Jul 31, 2024
Assessment of Sports Concussion in Female Athletes: A Role for Neuroinformatics?
Neuroinformatics
Jul 30, 2024
Over the past decade, the intricacies of sports-related concussions among female athletes have become readily apparent. Traditional clinical methods for diagnosing concussions suffer limitations when applied to female athletes, often failing to captu...
Erratum. Injury Prediction in Competitive Runners With Machine Learning.
International journal of sports physiology and performance
Jun 19, 2024
Predicting Musculoskeletal Loading at Common Running Injury Locations Using Machine Learning and Instrumented Insoles.
Medicine and science in sports and exercise
Jun 6, 2024
INTRODUCTION: Wearables have the potential to provide accurate estimates of tissue loads at common running injury locations. Here we investigate the accuracy by which commercially available instrumented insoles (ARION; ATO-GEAR, Eindhoven, The Nether...
Real-time sports injury monitoring system based on the deep learning algorithm.
BMC medical imaging
May 24, 2024
In response to the low real-time performance and accuracy of traditional sports injury monitoring, this article conducts research on a real-time injury monitoring system using the SVM model as an example. Video detection is performed to capture human...
Artificial intelligence and Machine Learning approaches in sports: Concepts, applications, challenges, and future perspectives.
Brazilian journal of physical therapy
May 21, 2024
BACKGROUND: The development and application of Artificial Intelligence (AI) and Machine Learning (ML) in healthcare have gained attention as a promising and powerful resource to change the landscape of healthcare. The potential of these technologies ...
Relationship between external and internal load indicators and injury using machine learning in professional soccer: a systematic review and meta-analysis.
Research in sports medicine (Print)
Dec 26, 2023
This study verified the relationship between internal load (IL) and external load (EL) and their association on injury risk (IR) prediction considering machine learning (ML) approaches. Studies were included if: (1) participants were male professiona...
A Classification Method for Thoracolumbar Vertebral Fractures due to Basketball Sports Injury Based on Deep Learning.
Computational and mathematical methods in medicine
Oct 5, 2022
OBJECTIVE: There are more and more basketball competitions, to propose a classification method of thoracolumbar fractures to assist in the diagnosis of basketball injuries, to analyze the feasibility of its clinical application, and to improve the re...
Research on Image Recognition of Gymnastics Sports Injuries Based on Deep Learning.
Computational intelligence and neuroscience
Jun 28, 2022
Gymnastics is an increasingly popular sport and an important event in the Olympic Games. However, the number of unavoidable injuries in sports is also increasing, and the treatment after the injury is very important. We reduce the harm caused by the ...
A Machine-Learning-Based Medical Imaging Fast Recognition of Injury Mechanism for Athletes of Winter Sports.
Frontiers in public health
Mar 17, 2022
The Beijing 2022 Winter Olympics will begin soon, which is mainly focused on winter sports. Athletes from different countries will arrive in Beijing one after another for training and competition. The health protection of athletes of winter sports is...
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