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Search Results - han+kim
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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
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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
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Clinical and Disease Specializations > Neurology > Cognitive Impairment
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Clinical and Disease Specializations > Neurology
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Technology Classifications > Computers, Electronics & Software > Algorithms
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Technology Classifications > Computers, Electronics & Software > Artificial Intelligence
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Technology Classifications > Computers, Electronics & Software > Machine Learning
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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
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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
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