On classifying sepsis heterogeneity in the ICU: insight using machine learning.
Zina M. IbrahimHonghan WuAhmed HamoudLukas StappenRichard J. B. DobsonAndrea AgarossiPublished in: J. Am. Medical Informatics Assoc. (2020)
Keyphrases
- machine learning
- machine learning algorithms
- machine learning methods
- data mining
- explanation based learning
- knowledge acquisition
- support vector machine
- initial stage
- real world
- machine learning and data mining
- inductive logic programming
- learning tasks
- learning systems
- computational intelligence
- information extraction
- computer science
- computer vision
- knowledge discovery
- kernel methods
- database
- artificial intelligence
- social networks
- computational biology
- automatic classification
- learning problems
- decision trees
- pattern recognition
- data analysis
- model selection
- domain knowledge
- knowledge representation
- text mining