ARSOM, a mixed-integer optimization approach that selects association rules, predicts unplanned ICU transfer with AUC around 0.62 to 0.76, comparable to logistic regression and LASSO, while producing interpretable subgroup-specific rules.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2019 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Mixed-Integer Optimization Approach to Learning Association Rules for Unplanned ICU Transfer
ARSOM, a mixed-integer optimization approach that selects association rules, predicts unplanned ICU transfer with AUC around 0.62 to 0.76, comparable to logistic regression and LASSO, while producing interpretable subgroup-specific rules.