A Machine Learning-based Early Warning System for Circulatory System Deterioration in Intensive Care Unit Patients.
Stephanie L. HylandMartin FaltysMatthias HüserXinrui LyuCristóbal EstebanGunnar RätschTobias MerzPublished in: AMIA (2018)
Keyphrases
- intensive care unit
- machine learning
- intensive care units
- intensive care
- decision support system
- high risk
- medical staff
- medical data
- patient monitoring
- cardiac surgery
- clinical data
- blood pressure
- decision trees
- machine learning algorithms
- knowledge acquisition
- data mining
- medical knowledge
- inductive learning
- medical images
- knowledge discovery
- logistic regression
- machine learning methods
- knowledge representation
- artificial intelligence
- learning algorithm