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Discovering Oculometric Patterns to Detect Cognitive Performance Changes in Healthy Youth Football Athletes
Gaurav N Pradhan1, Jamie M Bogle1, Michael J Cevette1
1Aerospace Medicine and Vestibular Research Laboratory, Mayo Clinic Arizona, 13400 E Shea Blvd, Scottsdale, AZ 85259 USA.
Eye movement patterns reveal cognitive performance changes in young athletes throughout a sports season. This research aids in detecting cognitive impairments like concussion using oculometric data.
Area of Science:
- Neuroscience
- Sports Science
- Computational Informatics
Background:
- Cognitive performance in youth athletes can fluctuate during a sport season.
- Oculometric patterns (eye movements) offer a potential objective measure of cognitive function.
- Individual developmental rates lead to performance variability in cognitive tasks.
Purpose of the Study:
- To assess changes in cognitive performance in youth athletes by analyzing oculometric patterns during a mental workload task.
- To establish baseline oculometric data profiles based on individual reading speeds.
- To explore the utility of oculometric data for detecting cognitive impairments.
Main Methods:
- Measured oculometric features (fixations, saccades) in 116 athletes (ages 7-14) pre- and post-season.
- Classified athletes into slow, moderate, and fast reading speed profiles for task performance.
- Utilized a multidimensional visualization tool (DiViTo) to analyze oculometric data changes.
Main Results:
- Established distinct oculometric baselines for different reading speed profiles.
- Described intra-individual changes in oculomotor function correlated with cognitive performance shifts over the season.
- Demonstrated the potential of oculometric data to reflect cognitive changes.
Conclusions:
- Oculometric patterns can track cognitive performance changes in youth athletes across a sport season.
- The developed methodology may aid in identifying cognitive impairments, including concussion and neurodevelopmental disorders.
- Oculometric analysis offers a promising, non-invasive approach for cognitive health monitoring in young athletes.
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