On Patient's Characteristics Extraction for Metabolic Syndrome Diagnosis: Predictive Modelling Based on Machine Learning.
Frantisek BabicLjiljana MajnaricAlexandra LukácováJán ParalicAndreas HolzingerPublished in: ITBAM (2014)
Keyphrases
- machine learning
- information extraction
- primary care
- heart disease
- decision trees
- machine learning methods
- pattern recognition
- cardiovascular disease
- medical diagnosis
- machine learning algorithms
- text classification
- critical care
- text mining
- feature selection
- causal reasoning
- medical experts
- medical knowledge
- model based diagnosis
- clinical data
- knowledge representation
- knowledge acquisition
- medical doctors
- medical practice
- computational intelligence
- liver disease
- medical treatment
- medical care
- traditional chinese medicine
- medical staff
- obstructive sleep apnea
- clinical practice
- predictive model
- fault diagnosis
- medical images
- natural language processing
- support vector machine
- knowledge discovery
- active learning
- data analysis
- artificial intelligence