Neurologic outcomes of carotid and other emergent interventions for ischemic stroke over 6 years with dataset enhanced by machine learning

Journal of Vascular Surgery(2022)

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摘要
After an ischemic stroke, patients undergoing urgent carotid interventions had the lowest presenting stroke severity (NIHSS) and highest rate of independent neurologic outcomes (mRS) compared with other stroke interventions. Incoming stroke severity correlates with functional neurologic outcomes, and patients who present with an NIHSS of 10 or less who undergo uCEA/uCAS have a high likelihood of independent neurologic functional outcome (mRS of ≤2).
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关键词
Machine learning,Ischemic stroke,Urgent carotid,Stroke severity,Neurologic outcomes
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