Voting of predictive models for clinical outcomes: consensus of algorithms for the early prediction of sepsis from clinical data and an analysis of the PhysioNet/Computing in Cardiology Challenge 2019.
Matthew A. ReynaGari D. CliffordPublished in: CoRR (2020)
Keyphrases
- clinical data
- statistical analysis
- predictive modeling
- patient data
- predictive model
- clinical decision making
- clinical information
- medical data
- data analysis
- raw data
- learning algorithm
- medical knowledge
- training data
- real patient data
- clinical databases
- patient records
- clinical practice
- database
- patient outcomes
- databases
- knowledge representation
- prior knowledge
- knowledge discovery