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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

Keywords(s):

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

Adverse Drug Reaction Prediction Model Using Physiological Signals Data

Unmet NeedAdverse drug reactions (ADR) are a major cause of death in the United States, with an estimated 100,000+ deaths and $40 billion in medical costs annually. Carvedilol is a beta-blocker that is prescribed over 20 million times annually and is used to treat patients with congestive heart failure. The drug is typically most effective when taken...

Published: 3/14/2025 | Inventor(s): Ali Afshar, Han Kim, Howard Burkom, Jason Lee

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Algorithms, Technology Classifications > Computers, Electronics & Software > Machine Learning, Clinical and Disease Specializations > Cardiovascular > Congestive Heart Failure