Predicting In-hospital Mortality of Patients with Sepsis in the ICU via Machine Learning Models.
Ke LinJunqing XieGuilan KongPublished in: AMIA (2018)
Keyphrases
- intensive care unit
- machine learning models
- intensive care
- intensive care units
- high risk
- decision support system
- machine learning algorithms
- spam filtering
- blood pressure
- medical data
- machine learning approaches
- clinical data
- machine learning
- prognostic models
- predictive model
- learning models
- heart rate
- health care
- patient data
- medical knowledge
- decision support
- text classification
- initial stage
- machine learning methods
- pairwise