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Training load and injury: causal pathways and future directions
Causal pathways between training loads and the mechanisms of tissue damage and athletic
injury are poorly understood. Here, the relation between specific training load measures and …
injury are poorly understood. Here, the relation between specific training load measures and …
Athletic injury research: frameworks, models and the need for causal knowledge
JT Kalkhoven - Sports Medicine, 2024 - Springer
Within applied sports science and medicine research, many challenges hinder the
establishment and detailed understanding of athletic injury causality as well as the …
establishment and detailed understanding of athletic injury causality as well as the …
Integrative proposals of sports monitoring: subjective outperforms objective monitoring
Current trends in sports monitoring are characterized by the massive collection of tech-
based biomechanical, physiological and performance data, integrated through mathematical …
based biomechanical, physiological and performance data, integrated through mathematical …
Machine learning for understanding and predicting injuries in football
A Majumdar, R Bakirov, D Hodges, S Scott… - Sports Medicine-Open, 2022 - Springer
Attempts to better understand the relationship between training and competition load and
injury in football are essential for hel** to understand adaptation to training programmes …
injury in football are essential for hel** to understand adaptation to training programmes …
Develo** athlete monitoring systems: theoretical basis and practical applications
A major challenge for scientists working with team sports is being able to individualize
training and recovery to meets the needs of both athletes and the team. Appropriate control …
training and recovery to meets the needs of both athletes and the team. Appropriate control …
[HTML][HTML] A systematic review of the relationship between workload and injury risk of professional male soccer players
Z Jiang, Y Hao, N **, Y Li - … of Environmental Research and Public Health, 2022 - mdpi.com
The number of studies on the relationship between training and competition load and injury
has increased exponentially in recent years, and it is also widely studied by researchers in …
has increased exponentially in recent years, and it is also widely studied by researchers in …
Dance exposure, individual characteristics, and injury risk over five seasons in a professional ballet company
PURPOSE: To describe the relationships between dance exposure, dancer characteristics,
and injury risk across five seasons in a professional ballet company. METHODS: Dance …
and injury risk across five seasons in a professional ballet company. METHODS: Dance …
[HTML][HTML] In-season internal and external workload variations between starters and non-starters—a case study of a top elite european soccer team
R Oliveira, LH Palucci Vieira, A Martins, JP Brito… - Medicina, 2021 - mdpi.com
Background and Objectives: Interpretation of the load variations across a period seems
important to control the weekly progression or variation of the load, or to identify in-micro …
important to control the weekly progression or variation of the load, or to identify in-micro …
Training Load, Official Match Locomotor Demand, and Their Association in Top-Class Soccer Players During a Full Competitive Season
A Riboli, F Nardi, M Osti, M Cefis… - The Journal of …, 2025 - journals.lww.com
Abstract Riboli, A, Nardi, F, Osti, M, Cefis, M, Tesoro, G, and Mazzoni, S. Training load,
official match locomotor demand, and their association in top-class soccer players during a …
official match locomotor demand, and their association in top-class soccer players during a …
[PDF][PDF] A data mining approach to predict non-contact injuries in young soccer players
Predicting and avoiding an injury is a challenging task. By exploiting data mining
techniques, this paper aims to identify existing relationships between modifiable and non …
techniques, this paper aims to identify existing relationships between modifiable and non …