Multiple object tracking scores predict post‐concussion status years after mild traumatic brain injury

NeuroTracker baselines have a ''remarkable'' specificity accuracy of 97.8% for detecting the subtle long-term effects of mTBIs

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Medical

August 2020

in

Journal of Neurotrauma

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Aim

To investigate NeuroTracker as an alternative or additional assessment tool for patients with long term post-concussion syndrome (PCS).

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Method

A large sample of 457 males and females aged 6 to 73, were evaluated on NeuroTracker (3 sessions), the Sports Concussion Assessment (SCAT), cognition, and balance. 265 participants had no history of concussions, 135 individuals were asymptomatic with a prior concussion, and 57 individuals were currently symptomatic with a concussion. A Decision Tree Prediction model was used to provide a more sophisticated assessment current concussion status.

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Result

In individuals under 13 years of age (males only), no significant correlations were found between NeuroTracker scores and concussion status, but scores positively associated with SCAT results. In individuals aged 13 years or older, NeuroTracker scores were significantly lower in symptomatic individuals, than individuals who were asymptomatic or had no prior history of concussions. NeuroTracker results did not correlate significantly with SCAT scores, but did correlate positively with cognition and balance assessments.

Decision Tree Prediction of PCS using NeuroTracker scores, demographic information and number of days since injury. The model was very strong at classifying concussion status (symptomatic, asymptomatic and no history), with an excellent specificity accuracy of 97.8%. This represents the maximum accuracy of any reported alternatives, which have dominantly focused only on injury status immediately after concussion, i.e. when it is most clearly diagnosable. For this reason the researchers conclude the diagnostic efficacy to be remarkable, and hypothesized that this type of success maybe be due to the neurological demands on motion perception that NeuroTracker elicits.

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