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Smartphone Pupillometry with Machine Learning Differentiates Ischemic from Hemorrhagic Stroke: A Pilot Study

Anthony J. Maxin,Bernice G. Gulek,Do H. Lim, Samuel Kim, Rami Shaibani,Graham M. Winston,Lynn B. Mcgrath,Alex Mariakakis,Isaac J. Abecassis,Michael R. Levitt

JOURNAL OF STROKE & CEREBROVASCULAR DISEASES（2025）

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关键词
Smartphone pupillometry,Pupillary light reflex,Ischemic stroke,Hemorrhagic stroke,Digital health,Biomarkers
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