Smartphone Pupillometry and Machine Learning for Detection of Acute Mild Traumatic Brain Injury: Cohort Study

Anthony J Maxin   ^{1, 2} , BS ;   Do H Lim   ^{1, 3} , BA ;   Sophie Kush   ⁴ , BS ;   Jack Carpenter   ⁵ , BS ;   Rami Shaibani   ⁶ , MS ;   Bernice G Gulek   ¹ , PhD ;   Kimberly G Harmon   ⁷ , MD ;   Alex Mariakakis   ⁸ , PhD ;   Lynn B McGrath   ⁴ , MD ;   Michael R Levitt   ^{1, 3, 9, 10} , MD

¹ Department of Neurological Surgery, University of Washington, Seattle, WA, United States

² School of Medicine, Creighton University, Omaha, NE, United States

³ Stroke & Applied Neuroscience Center, University of Washington, Seattle, WA, United States

⁴ Department of Neurological Surgery, Weill Cornell Medicine, New York, NY, United States

⁵ Santa Clara University, Santa Clara, CA, United States

⁶ Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, United States

⁷ Department of Family Medicine, University of Washington, Seattle, WA, United States

⁸ Department of Computer Science, University of Toronto, Toronto, ON, Canada

⁹ Department of Radiology, University of Washington, Seattle, WA, United States

¹⁰ Department of Mechanical Engineering, University of Washington, Seattle, WA, United States