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Machine Learning-Based Early Warning Systems for Clinical Deterioration: Systematic Scoping Review

BackgroundTimely identification of patients at a high risk of clinical deterioration is key to prioritizing care, allocating resources effectively, and preventing adverse outcomes. Vital signs-based, aggregate-weighted early warning systems are commonly used to predict the risk of outcomes related t...

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Main Authors: Muralitharan, Sankavi (Author), Nelson, Walter (Author), Di, Shuang (Author), McGillion, Michael (Author), Devereaux, PJ (Author), Barr, Neil Grant (Author), Petch, Jeremy (Author)
Format: Book
Published: JMIR Publications, 2021-02-01T00:00:00Z.
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