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    Article

    Association of Dynamic Trajectories of Time-Series Data and Life-Threatening Mass Effect in Large Middle Cerebral Artery Stroke

    Life-threatening, space-occupying mass effect due to cerebral edema and/or hemorrhagic transformation is an early complication of patients with middle cerebral artery stroke. Little is known about longitudinal...

    Charlene J. Ong, Qiuxi Huang, Ivy So Yeon Kim, Jack Pohlmann in Neurocritical Care (2024)

  2. Article

    Open Access

    Association of large core middle cerebral artery stroke and hemorrhagic transformation with hospitalization outcomes

    Historically, investigators have not differentiated between patients with and without hemorrhagic transformation (HT) in large core ischemic stroke at risk for life-threatening mass effect (LTME) from cerebral ed...

    Jack E. Pohlmann, Ivy So Yeon Kim, Benjamin Brush, Krishna M. Sambhu in Scientific Reports (2024)

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    Article

    Natural Language Processing of Radiology Reports to Detect Complications of Ischemic Stroke

    Abstraction of critical data from unstructured radiologic reports using natural language processing (NLP) is a powerful tool to automate the detection of important clinical features and enhance research effort...

    Matthew I. Miller, Agni Orfanoudaki, Michael Cronin, Hanife Saglam in Neurocritical Care (2022)