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Explicit causal reasoning is needed to prevent prognostic models being victims of their own success.
Matthew Sperrin
David Jenkins
Glen P. Martin
Niels Peek
Published in:
J. Am. Medical Informatics Assoc. (2019)
Keyphrases
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causal reasoning
prognostic models
causal models
directed acyclic graph
knowledge representation
intensive care
default logic
prostate cancer
data mining
artificial intelligence
feature selection
decision trees
pairwise
decision makers