Machine learning methods in sport injury prediction and prevention: a systematic review

H Van Eetvelde, LD Mendonça, C Ley, R Seil… - Journal of experimental …, 2021 - Springer
Purpose Injuries are common in sports and can have significant physical, psychological and
financial consequences. Machine learning (ML) methods could be used to improve injury …

[HTML][HTML] The role of machine learning in the primary prevention of work-related musculoskeletal disorders: A sco** review

VCH Chan, GB Ross, AL Clouthier, SL Fischer… - Applied Ergonomics, 2022 - Elsevier
To determine the applications of machine learning (ML) techniques used for the primary
prevention of work-related musculoskeletal disorders (WMSDs), a sco** review was …

Game Plan: What AI can do for Football, and What Football can do for AI

K Tuyls, S Omidshafiei, P Muller, Z Wang… - Journal of Artificial …, 2021 - jair.org
The rapid progress in artificial intelligence (AI) and machine learning has opened
unprecedented analytics possibilities in various team and individual sports, including …

Application of artificial intelligence in basketball sport

B Li, X Xu - Journal of Education, Health and Sport, 2021 - apcz.umk.pl
Basketball is among the most popular sports in the world, and its related industries have
also produced huge economic benefits. In recent years, the application of artificial …

Risk or benefit? Side effects of caffeine supplementation in sport: a systematic review

JG de Souza, J Del Coso, FS Fonseca… - European journal of …, 2022 - Springer
Purpose The aim of this study was to systematically review evidence on the prevalence and
magnitude of side effects associated with caffeine supplementation in athletes. Methods …

Sports analytics review: Artificial intelligence applications, emerging technologies, and algorithmic perspective

I Ghosh, S Ramasamy Ramamurthy… - … : Data Mining and …, 2023 - Wiley Online Library
The rapid and impromptu interest in the coupling of machine learning (ML) algorithms with
wearable and contactless sensors aimed at tackling real‐world problems warrants a …

Using artificial intelligence-enhanced sensing and wearable technology in sports medicine and performance optimisation

S Chidambaram, Y Maheswaran, K Patel… - Sensors, 2022 - mdpi.com
Wearable technologies are small electronic and mobile devices with wireless
communication capabilities that can be worn on the body as a part of devices, accessories …

Integrative proposals of sports monitoring: subjective outperforms objective monitoring

L Montull, A Slapšinskaitė-Dackevičienė, J Kiely… - Sports medicine …, 2022 - Springer
Current trends in sports monitoring are characterized by the massive collection of tech-
based biomechanical, physiological and performance data, integrated through mathematical …

[BOOK][B] Artificial intelligence in sport performance analysis

D Araújo, M Couceiro, L Seifert, H Sarmento, K Davids - 2021 - taylorfrancis.com
To understand the dynamic patterns of behaviours and interactions between athletes that
characterize successful performance in different sports is an important challenge for all sport …

Just how confident can we be in predicting sports injuries? A systematic review of the methodological conduct and performance of existing musculoskeletal injury …

GS Bullock, J Mylott, T Hughes, KF Nicholson, RD Riley… - Sports medicine, 2022 - Springer
Background An increasing number of musculoskeletal injury prediction models are being
developed and implemented in sports medicine. Prediction model quality needs to be …