A narrative review for a machine learning application in sports: an example based on injury forecasting in soccer

A Rossi, L Pappalardo, P Cintia - Sports, 2021 - mdpi.com
In the last decade, the number of studies about machine learning algorithms applied to
sports, eg, injury forecasting and athlete performance prediction, have rapidly increased …

Shoulder pain and injury risk factors in competitive swimmers: a systematic review

A McKenzie, SA Larequi, A Hams… - … journal of medicine …, 2023 - Wiley Online Library
Aim To synthesize and assess the literature for shoulder pain and injury risk factors in
competitive swimmers. Design Systematic review with best‐evidence synthesis. Data …

[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 …

Training load and its role in injury prevention, part 2: conceptual and methodologic pitfalls

FM Impellizzeri, A McCall, P Ward… - Journal of athletic …, 2020 - meridian.allenpress.com
In part 2 of this clinical commentary, we highlight the conceptual and methodologic pitfalls
evident in current training-load–injury research. These limitations make these studies …

Does load management using the acute: chronic workload ratio prevent health problems? A cluster randomised trial of 482 elite youth footballers of both sexes

T Dalen-Lorentsen, J Bjørneboe, B Clarsen… - British journal of sports …, 2021 - bjsm.bmj.com
Background The acute: chronic workload ratio (ACWR) is commonly used to manage
training load in sports, particularly to reduce injury risk. However, despite its extensive …

Athlete monitoring practices in elite sport in the United Kingdom

E Neupert, L Gupta, T Holder… - Journal of Sports …, 2022 - Taylor & Francis
Athlete monitoring systems (AMS) aid performance optimisation and support illness/injury
prevention. Nonetheless, limited information exists on how AMS are employed across elite …

Is it just a score? Understanding Training Load Management Practices Beyond Sports Tracking

A Karahanoğlu, A Coskun, D Postma… - Proceedings of the …, 2024 - dl.acm.org
Training Load Management (TLM) is crucial for achieving optimal athletic performance and
preventing chronic sports injuries. Current sports trackers provide runners with data to …

[HTML][HTML] In-season internal load and wellness variations in professional women soccer players: comparisons between playing positions and status

R Fernandes, JP Brito, LHP Vieira, AD Martins… - International journal of …, 2021 - mdpi.com
The internal intensity monitoring in soccer has been used more in recent years in men's
football; however, in women's soccer, the existing literature is still scarce. The aims of this …

Workload comparison of contemporary interval throwing programs and a novel optimized program for baseball pitchers

B Dowling, CM Brusalis, JT Streepy… - … Journal of Sports …, 2024 - pmc.ncbi.nlm.nih.gov
Background In the rehabilitation of injured baseball pitchers, there is lack of consensus on
how to guide a player back to pitching. It is unknown how different contemporary interval …

Association between spikes in external training load and shoulder injuries in competitive adolescent tennis players: the SMASH cohort study

F Johansson, A Cools, T Gabbett… - Sports …, 2022 - journals.sagepub.com
Background: Few studies have examined the association between the acute: chronic
workload ratio (ACWR) and complaints/injuries in young tennis players. Primary aims of this …