ArticleFrontiers in physiology2022
Unsupervised Clustering Techniques Identify Movement Strategies in the Countermovement Jump Associated With Musculoskeletal Injury Risk During US Marine Corps Officer Candidates School.
Article in Frontiers in physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- Artificial Intelligence is a Useful Tool in Exercise Science and Sports Medicine.Medicine and science in sports and exercise · 2026Article
- Athletes' performance and injury management in sports training using association rules and data mining techniques.Scientific reports · 2026Article
- Selecting force plate tests and metrics to complement physical preparation strategies prior to commencing strenuous military training courses.Frontiers in sports and active living · 2026Article
- Article
- Strength, Jump Height, Landing, and Mobility Metrics Predict High and Low Performers of a Fire and Move Assessment: A Machine Learning Approach.Medicine and science in sports and exercise · 2025Article
- The Use of Force Plate Technology to Measure Force Production Characteristics in Military Personnel: A Scoping Review of Methodological Reporting Practices.Sports medicine - open · 2025Review
- Biomechanical and physiological biomarkers are useful indicators of military personnel readiness: a multi-institutional, multinational research collaboration.BMJ military health · 2025Review
- Soldier performance management: insights from boots on ground research and recommendations for practitioners.BMJ military health · 2025Review
- Association of allostatic load measured by allostatic load index on physical performance and psychological responses during arduous military training.Physiological reports · 2025Article
- Cluster analysis of cutting technique-a valuable approach for assessing anterior cruciate ligament injury risk?Frontiers in sports and active living · 2025Article
- Associations between Body Segment Mass and Punch, Front Kick, or Countermovement Jump Performance in Military Cadets.Sports (Basel, Switzerland) · 2024Article
- How 'STRONG' is the British Army?BMJ military health · 2024Article
- Force plate assessments in reconnaissance marine training company.BMC sports science, medicine & rehabilitation · 2024Article
- A machine learning framework to classify musculoskeletal injury risk groups in military service members.Frontiers in artificial intelligence · 2024Article
- Biological reliability of a movement analysis assessment using a markerless motion capture system.Frontiers in sports and active living · 2024Article
- Musculoskeletal Injury Risk Stratification: A Traffic Light System for Military Service Members.Healthcare (Basel, Switzerland) · 2023Article
- Identifying special operative trainees at-risk for musculoskeletal injury using full body kinematics.Frontiers in bioengineering and biotechnology · 2023Article
- Force plate methodologies applied to injury profiling and rehabilitation in sport: A scoping review protocol.PloS one · 2023Article
- Identifying Consistent Metrics from the Force-Time Curve of the Countermovement Jump in Combat Fighters and Physically Active Men.International journal of exercise science · 2023Article
- Biomechanical characteristics of proficient free-throw shooters-markerless motion capture analysis.Frontiers in sports and active living · 2023Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Musculoskeletal injuries (MSKI) are a significant burden on the military healthcare system. Movement strategies, genetics, and fitness level have been identified as potential contributors to MSKI risk. Screening measures associated with MSKI risk are emerging, including novel technologies, such as markerless motion capture (mMoCap) and force plates (FP) and allow for field expedient measures in dynamic military settings. The aim of the current study was to evaluate movement strategies (i.e., describe variables) of the countermovement jump (CMJ) in Marine officer candidates (MOCs)
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