Using Machine Learning to Predict Mortality for COVID-19 Patients on Day 0 in the ICU.
Elham JamshidiAmirhossein AsgaryNader TavakoliAlireza ZaliSoroush SetarehHadi EsmailySeyed Hamid JamaldiniAmir DaaeeAmirhesam BabajaniMohammad Ali Sendani KashiMasoud JamshidiSahand Jamal RahiNahal MansouriPublished in: Frontiers Digit. Health (2021)
Keyphrases
- intensive care unit
- machine learning
- intensive care
- intensive care units
- decision support system
- clinical data
- medical data
- high risk
- prognostic models
- medical staff
- blood pressure
- pattern recognition
- patient outcomes
- machine learning methods
- cardiac surgery
- information extraction
- machine learning algorithms
- decision trees
- patient data
- artificial intelligence
- early diagnosis
- active learning
- survival analysis
- data analysis
- medical knowledge
- risk factors
- septic shock
- learning algorithm
- computer science
- monitoring system
- data mining
- information systems
- health care
- early detection
- inductive learning
- decision support
- knowledge acquisition
- medical images
- natural language processing
- supervised learning
- support vector machine
- knowledge discovery
- classification trees
- feature selection