Concussion (London, England) · 2024
Dual statistical models link baseline visual attention measure to risk for significant symptomatic concussion in sports.
СтатьяНазвание и аннотация: Перевод в очереди
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Spielman Lisa A, Maruta Jun, Ghajar Jamshid
Аннотация
AIM: Athletic pre-season testing can establish functional baseline for comparison following concussion. Whether impacts of future concussions may be foretold by such testing is little known.
MATERIALS & METHODS: Two sets of models for a significant burden of concussion were generated: a traditional approach using a series of logistic regressions, and a penalized regression approach using elastic net.
RESULTS: 3091 youth and adult athletes were baseline-assessed. 90 subsequently experienced concussion and 35 were still experiencing a significant burden of concussion when tested within two weeks. Both models associated prior history of head injury and visual attention-related metrics with a significant burden of concussion.
CONCLUSION: Pre-season testing of visual attention may identify athletes who are at risk for significant sports-related concussion.
MATERIALS & METHODS: Two sets of models for a significant burden of concussion were generated: a traditional approach using a series of logistic regressions, and a penalized regression approach using elastic net.
RESULTS: 3091 youth and adult athletes were baseline-assessed. 90 subsequently experienced concussion and 35 were still experiencing a significant burden of concussion when tested within two weeks. Both models associated prior history of head injury and visual attention-related metrics with a significant burden of concussion.
CONCLUSION: Pre-season testing of visual attention may identify athletes who are at risk for significant sports-related concussion.