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Prediction of Sepsis from Clinical Data Using Long Short-Term Memory and eXtreme Gradient Boosting.
Yongchao Wang
Bin Xiao
Xiuli Bi
Weisheng Li
Junhui Zhang
Xu Ma
Published in:
CinC (2019)
Keyphrases
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clinical data
gradient boosting
medical data
prediction accuracy
patient data
raw data
loss function
statistical analysis
clinical information
knowledge discovery
domain experts
mr images
recurrent neural networks
initial stage
cancer patients
information retrieval
feature selection