Predicting intubation for intensive care units patients: A deep learning approach to improve patient management

Published: 01 Jan 2024, Last Modified: 26 Jul 2025Int. J. Medical Informatics 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Intubation prediction is challenging due to the complex Intensive Care Unit data.•We develop how to preprocess static and time series data in the Intensive Care Unit.•We develop a deep learning ensemble model to predict intubation.•Our method proves to be a viable approach and achieves the state-of-the-art.
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