Risk Scoring for Prediction of Acute Cardiac Complications from Imbalanced Clinical Data.
Nan LiuZhixiong KohEric Chern-Pin ChuaLicia Mei-Ling TanZhiping LinBilal MirzaMarcus Eng Hock OngPublished in: IEEE J. Biomed. Health Informatics (2014)
Keyphrases
- clinical data
- medical data
- high risk
- patient data
- statistical analysis
- clinical information
- raw data
- knowledge discovery
- cancer patients
- clinical decision making
- risk factors
- medical knowledge
- patient records
- electronic medical record
- clinical data sets
- liver disease
- acute myocardial infarction
- left ventricle
- patient specific
- risk management
- data sources
- data mining
- early detection
- medical information
- mr images
- decision support system
- emergency department
- decision trees
- machine learning
- databases