Discovery and integration of univariate patterns from daily individual organ-failure scores for intensive care mortality prediction.
Tudor TomaAmeen Abu-HannaRobert-Jan BosmanPublished in: Artif. Intell. Medicine (2008)
Keyphrases
- intensive care
- prognostic models
- septic shock
- patient data
- health care
- decision support system
- decision support
- pattern discovery
- intensive care unit
- classification trees
- prediction accuracy
- knowledge discovery
- logistic regression
- survival analysis
- risk factors
- logistic regression models
- regression model
- multivariate time series
- prediction model
- prostate cancer
- temporal patterns
- intraoperative
- databases
- statistical analysis
- data mining techniques
- medical images
- training data
- three dimensional