Current approaches to the use of artificial intelligence for injury risk assessment and performance prediction in team sports: a systematic review
JG Claudino, DO Capanema, TV de Souza… - Sports medicine …, 2019 - Springer
Background The application of artificial intelligence (AI) opens an interesting perspective for
predicting injury risk and performance in team sports. A better understanding of the …
predicting injury risk and performance in team sports. A better understanding of the …
Training design, performance analysis, and talent identification—A systematic review about the most relevant variables through the principal component analysis in …
J Pino-Ortega, D Rojas-Valverde… - International Journal of …, 2021 - mdpi.com
Since the accelerating development of technology applied to team sports and its subsequent
high amount of information available, the need for data mining leads to the use of data …
high amount of information available, the need for data mining leads to the use of data …
A systematic review of methods and criteria standard proposal for the use of principal component analysis in team's sports science
D Rojas-Valverde, J Pino-Ortega… - International Journal of …, 2020 - mdpi.com
The availability of critical information about training and competition is fundamental on
performance. Principal components analysis (PCA) is widely used in sports as a multivariate …
performance. Principal components analysis (PCA) is widely used in sports as a multivariate …
Assessing technical skills in talented youth athletes: a systematic review
Background Talent identification and development (TID) programs aim to identify players
with the greatest potential for long-term success. Previous research suggests that the …
with the greatest potential for long-term success. Previous research suggests that the …
Skill assessments in youth soccer: A scoping review
W McCalman, ZJ Crowley-McHattan… - Journal of sports …, 2022 - Taylor & Francis
Talent identification in youth soccer is a complex decision-making process that requires
selectors to judge an individual's future potential. While there has been considerable …
selectors to judge an individual's future potential. While there has been considerable …
Relationship between external and internal load indicators and injury using machine learning in professional soccer: a systematic review and meta-analysis
G Pillitteri, L Petrigna, S Ficarra, V Giustino… - Research in sports …, 2024 - Taylor & Francis
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) …
their association on injury risk (IR) prediction considering machine learning (ML) …
[PDF][PDF] Identification and comparative analysis of essential performance indicators in two levels of soccer expertise
This study aims to identify the essential performance indicators in two level of soccer
expertise. A total of 84 elite's soccer players and 100 novice players from eight soccer …
expertise. A total of 84 elite's soccer players and 100 novice players from eight soccer …
[PDF][PDF] Unsupervised pattern recognition of physical fitness related performance parameters among Terengganu youth female field hockey players
This study aims to identify the most significant physical fitness parameters among youth
female Terengganu field hockey players. Multivariate methods of unsupervised pattern …
female Terengganu field hockey players. Multivariate methods of unsupervised pattern …
Supervised pattern recognition of archers' relative psychological coping skills as a component for a better archery performance
The current study explores the most significant psychological skills needed for the
accomplishment of high archery scores and determines the discriminating psychological …
accomplishment of high archery scores and determines the discriminating psychological …
Artificial intelligence applications in the football codes: A systematic review
Artificial Intelligence (AI) is increasingly being adopted across many domains such as
transport, healthcare, defence and sport, with football codes no exception. Though there is a …
transport, healthcare, defence and sport, with football codes no exception. Though there is a …