Causality: models, reasoning, and inference
Causality: models, reasoning, and inference
Model checking
BIBM '08 Proceedings of the 2008 IEEE International Conference on Bioinformatics and Biomedicine
Learning the structure of dynamic probabilistic networks
UAI'98 Proceedings of the Fourteenth conference on Uncertainty in artificial intelligence
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In the future computers will mine patient data to deliver faster, cheaper healthcare, but how will we design them to give informative causal explanations? Ideas from philosophy, model checking, and statistical testing can pave the way for the needed translational systems biology.