The Value of Short-term Physiological History and Contextual Data in Predicting Hypotension in the ICU Settings

Mina Chookhachizadeh Moghadam,Ehsan Masoumi,Samir Kendale,Nader Bagherzadeh

Computer Methods and Programs in Biomedicine Update（2023）

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摘要

•Patients’ pre-ICU contextual information is reflected in the physiological signals.•Including contextual features slightly lower the algorithm's predictive performance.•Physiological features like MAP2HR are the most predictive ones to flag hypotension.

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关键词

Hypotension,ICU,Machine learning,Contextual data,Physiological signals

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