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Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing.
Jacob Deasy
Pietro Liò
Ari Ercole
Published in:
CoRR (2019)
Keyphrases
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variable selection
preprocessing
proportional hazards model
survival prediction
intensive care units
cross validation
linear models
high dimensional
dimension reduction
model selection
feature extraction
lung cancer
data sets
data mining
statistical methods