An Overview of Machine Learning Applications in Sports Injury ...

This article provides a comprehensive overview of recent advances in ML techniques as they have been applied to sports injury prediction and prevention.

(PDF) An Overview of Machine Learning Applications in Sports ...

Data scientists are predicting sports injuries with an algorithm ... Machine learning can tell athletes when to train and when to stop. Machine ...

An overview of machine learning applications in sports injury ...

Literature from the last five years has been compiled and the findings presented. Given the current lack of open source, uniform data sets, as ...

(PDF) An overview of machine learning applications in sports injury ...

An overview of machine learning applications in sports injury prediction ; In a 2021 paper, Xiang applied an RBF-based neural network to injury predictions. They ...

Machine Learning Applications to Sports Injury: A Review - SciTePress

Future technical applications in these underdeveloped areas should be undergone to expand on and improve sports injury prevention technology. 1 INTRODUCTION.

View of An overview of machine learning applications in ... - SportRxiv

##article.return## An overview of machine learning applications in sports injury prediction Download Download PDF.

Machine learning methods in sport injury prediction and prevention

Current ML methods can be used to identify athletes at high injury risk and be helpful to detect the most important injury risk factors.

Injury Prediction in Sports: A Survey on Machine Learning Methods

However, the objective of this literature review is solely to investigate and review the role of state-of-the-art ML applications in sports ...

Machine learning methods in sport injury prediction and prevention

Current ML methods can be used to identify athletes at high injury risk and be helpful to detect the most important injury risk factors.

Machine learning/artificial intelligence in sports medicine: state of ...

Machine learning (ML) is changing the way health care is practiced and recent applications of these novel statistical techniques have started to impact ...

Diagnostic Applications of AI in Sports: A Comprehensive Review of ...

CNNs are deep learning models designed to analyze lattice-like data structures, such as images or video footage [21]. In sports injury prediction, CNNs are ...

An Overview of Machine Learning Applications in Sports Injury ...

An Overview of Machine Learning Applications in Sports Injury Prediction · Alfred Amendolara · Devin Pfister · Marina Settelmayer · Mujtaba Shah · Veronica Wu ...

Artificial intelligence and Machine Learning approaches in sports

We conducted a comprehensive literature review, focusing on publications related to AI and ML applications in sports. This review encompassed studies on injury ...

[PDF] A review of machine learning applications in soccer with an ...

This narrative review paper aimed to discuss the literature on machine learning applications in soccer with an emphasis on injury risk assessment.

A Narrative Review for a Machine Learning Application in Sports

In the last decade, the number of studies about machine learning algorithms applied to sports, e.g., injury forecasting and athlete performance prediction, ...

Injury Prediction in Sports using Artificial Intelligence Applications

This article presents a detailed summary of ML approaches as they have been used to predict and anticipate sports injuries to this point in time.

Real-time sports injury monitoring system based on the deep ...

The research and application of machine learning in the medical field is becoming more and more extensive, and many achievements have been made, ...

Exploring Machine Learning Applications in Sports Injury Prediction ...

However, technological advancements now enable artificial intelligence (AI) and machine learning (ML) to emerge as promising tools for enhancing both injury ...

Enhancing Sports Injury Risk Assessment in Soccer Through ...

This study used machine learning algorithms to assess non-contact injury risk in professional male soccer players from physiological and mechanical load ...

Machine Learning for Understanding and Predicting Injuries in ...

The full breadth of available data has, however, only recently begun to be explored using suitable statistical methods. Advances in automatic ...