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Machine Learning Algorithm for Delirium Prediction in the Intensive Care Unit

Unmet NeedDelirium is a potentially preventable and often reversible disorder of impaired cognition. It is common in the intensive care unit (ICU), with an overall prevalence of 32.3%. However, the prevalence is dependent on the type of patients. For example, among ventilated burn patients, the prevalence is 77%, and among mechanically ventilated patients,...

Published: 3/14/2025 | Inventor(s): Robert Stevens, Kirby Gong, Akaash Sanyal, Joanna Guo, Ryan Lu, Teya Bergamaschi, Han Kim

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Category(s): Clinical and Disease Specializations > Neurology > Dementia, Clinical and Disease Specializations > Neurology > Cognitive Impairment, Clinical and Disease Specializations > Neurology, Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Machine Learning, Technology Classifications > Diagnostics > Prognostic Biomarkers