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Prediction of Extubation Failure for Intensive Care Unit Patients Using Light Gradient Boosting Machine.
Tingting Chen
Jun Xu
Haochao Ying
Xiaojun Chen
Ruiwei Feng
Xueling Fang
Honghao Gao
Jian Wu
Published in:
IEEE Access (2019)
Keyphrases
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intensive care unit
gradient boosting
intensive care
intensive care units
prognostic models
decision support system
prediction accuracy
cardiac surgery
blood pressure
medical data
high risk
clinical data
loss function
health care
medical knowledge
heart rate
decision support
data sets
patient data