Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection.
Nan LiuZhi KohJunyang GohZhiping LinBenjamin HaalandBoon TingMarcus Eng Hock OngPublished in: BMC Medical Informatics Decis. Mak. (2014)
Keyphrases
- variable selection
- emergency department
- acute coronary syndrome
- clinical data
- patient data
- machine learning
- disease outbreaks
- model selection
- cross validation
- medical data
- high dimensional
- feature selection
- knowledge discovery
- proportional hazards model
- statistical analysis
- health care
- raw data
- public health
- vital signs
- decision trees
- dimension reduction
- medical records
- high dimensional data
- knowledge acquisition
- lung cancer
- x ray
- support vector machine
- mr images
- surveillance system
- data sets
- medical images
- computer vision
- event detection
- social media data
- data sources
- support vector
- data mining