Personalized mortality prediction for the critically ill using a patient similarity metric and bagging.
Joon LeePublished in: BHI (2016)
Keyphrases
- similarity metric
- prediction accuracy
- intensive care
- similarity measure
- similarity measurement
- similarity metrics
- ensemble methods
- prognostic models
- decision trees
- prediction model
- content similarity
- ensemble learning
- random forests
- euclidean metric
- ensemble classifier
- acute myocardial infarction
- patient outcomes
- user profiles
- imbalanced data
- clinical data
- medical data
- random forest
- logistic regression
- medical images
- intensive care unit
- affinity graph
- body mass index
- decision support system