AIMC Topic: Hockey

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Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players' motion.

PloS one Oct 15, 2024
Understanding the athlete's movements and the restrictions incurred by protective equipment is crucial for improving the equipment and subsequently, the athlete's performance. The task of equipment improvement is especially challenging in sports incl...
Adult Biomechanical Phenomena Male Neural Networks, Computer Young Adult Protective Devices Hockey Athletes Movement Athletic Performance Humans
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A Machine Learning Approach to Concussion Risk Estimation Among Players Exhibiting Visible Signs in Professional Hockey.

Sports medicine (Auckland, N.Z.) Sep 17, 2024
BACKGROUND: The identification of concussion risk factors, such as visible signs and mechanisms of injury, improves concussion identification. Exploring individual risk factors, such as concussion history, may help to improve existing concussion risk...
Humans Machine Learning Risk Factors Brain Concussion Hockey Athletic Injuries Male Risk Assessment Logistic Models
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Identifying Key Training Load and Intensity Indicators in Ice Hockey Using Unsupervised Machine Learning.

Research quarterly for exercise and sport Jul 3, 2024
To identify key training load (TL) and intensity indicators in ice hockey, practice, and game data were collected using a wearable 200-Hz accelerometer and heart rate (HR) recording throughout a four-week (29 days) competitive period (23 practice ses...
Humans Competitive Behavior Hockey Heart Rate Adult Physical Conditioning, Human Acceleration Machine Learning Male Athletic Performance Accelerometry Young Adult Wearable Electronic Devices
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Defining a multimodal signature of remote sports concussions.

The European journal of neuroscience May 16, 2017
Sports-related concussions lead to persistent anomalies of the brain structure and function that interact with the effects of normal ageing. Although post-mortem investigations have proposed a bio-signature of remote concussions, there is still no cl...
Sports Brain Concussion Athletic Injuries Humans Hockey Magnetic Resonance Imaging Brain Male Aged Football Middle Aged Machine Learning Nerve Net
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Do children and adolescent ice hockey players with and without a history of concussion differ in robotic testing of sensory, motor and cognitive function?

Journal of neuroengineering and rehabilitation Oct 12, 2016
BACKGROUND: KINARM end point robotic testing on a range of tasks evaluating sensory, motor and cognitive function in children/adolescents with no neurologic impairment has been shown to be reliable. The objective of this study was to determine whethe...
Post-Concussion Syndrome Cognition Trail Making Test Decision Making Male Attention Brain Concussion Humans Sensation Adolescent Psychomotor Performance Space Perception Movement Female Robotics Child Hockey
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Test-retest reliability of KINARM robot sensorimotor and cognitive assessment: in pediatric ice hockey players.

Journal of neuroengineering and rehabilitation Sep 5, 2015
BACKGROUND: Better diagnostic and prognostic tools are needed to address issues related to early diagnosis and management of concussion across the continuum of aging but particularly in children and adolescents. The purpose of the current study was t...
Longitudinal Studies Robotics Brain Concussion Reproducibility of Results Sensation Practice, Psychological Psychomotor Performance Cognition Biomechanical Phenomena Neuropsychological Tests Hockey Treatment Outcome Computer Simulation Adolescent Humans Prognosis Child Prospective Studies Learning Male
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