Comparison of artificial neural network and logistic regression models for prediction of mortality in head trauma based on initial clinical data.
Behzad EftekharKazem MohammadHassan ArdebiliMohammad GhodsiEbrahim KetabchiPublished in: BMC Medical Informatics Decis. Mak. (2005)
Keyphrases
- clinical data
- logistic regression models
- prognostic models
- artificial neural networks
- patient outcomes
- statistical analysis
- logistic regression
- medical data
- patient data
- intensive care unit
- acute myocardial infarction
- intensive care
- regression model
- prediction model
- raw data
- predictive model
- domain experts
- mr images
- neural network
- knowledge discovery
- clinical information
- prostate cancer
- variable selection
- radial basis function
- knowledge representation
- data sources
- decision trees
- classification trees
- survival analysis
- domain specific
- cancer patients
- vital signs
- expert systems
- information retrieval