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- W1605865514 abstract "This paper explores the use of instance-based reasoning (IBR) to estimate the probability of hospital death in patients admitted to the Intensive Care Unit (ICU). The predictions are based on severity-of-illness scores that indicate the state of the patient. We have implemented an instance-based reasoning algorithm as an alternative to logistic regression (LR) models to predict hospital mortality. The performance was measured and prospectively validated. Results show that instance-based reasoning is competitive to logistic regression." @default.
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- W1605865514 date "2005-01-01" @default.
- W1605865514 modified "2023-09-23" @default.
- W1605865514 title "Instance-based prognosis in intensive care using severity-of-illness scores" @default.
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