Critical care medicine
The most recent articles from:
Crit. Care Med.
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Critical care medicine · Apr 2023
Deep Learning-Based Recurrent Delirium Prediction in Critically Ill Patients.
To predict impending delirium in ICU patients using recurrent deep learning. ⋯ Our delirium prediction model achieved strong performance by applying deep learning to a dataset that is at least one order of magnitude larger than those used in previous studies. Another novel aspect of our study is the temporal nature of our features and predictions. Our model enables accurate prediction of impending delirium in the ICU, which can potentially lead to early intervention, more efficient allocation of ICU resources, and improved patient outcomes.