On the use of decision trees for ICU outcome prediction in sepsis patients treated with statins.
Vicent J. RibasJesús Caballero LopezJuan Carlos Ruiz-RodríguezAdolf Ruiz-SanmartinJordi RelloAlfredo VellidoPublished in: CIDM (2011)
Keyphrases
- outcome prediction
- decision trees
- intensive care unit
- intensive care units
- initial stage
- breast cancer
- genomic data
- clinical data
- logistic regression
- random forest
- logistic regression models
- naive bayes
- protein protein interaction networks
- intensive care
- training data
- machine learning
- cancer treatment
- classification trees