Reduction of false alarms in the intensive care unit using an optimized machine learning based approach.
Wan-Tai M. Au-YeungAshish Kumar SahaniEric M. IsselbacherAntonis A. ArmoundasPublished in: npj Digit. Medicine (2019)
Keyphrases
- false alarms
- machine learning
- intensive care unit
- detection rate
- false alarm rate
- intensive care
- number of false alarms
- false positives
- decision support system
- machine learning methods
- artificial intelligence
- machine learning algorithms
- medical data
- clinical data
- high risk
- learning algorithm
- cardiac surgery
- data mining
- face detection
- knowledge representation
- data warehouse
- expert systems