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A new formalism for temporal modeling in medical decision-support systems.

We present a new mathematical formalism, which we call modifiable temporal belief networks (MTBNs) that extends the concept of an ordinary belief network (BN) to incorporate a dynamic causal structure and explicit temporal semantics. An important feature of MTBNs is that they allow portions of the m...

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Autors principals: Aliferis, C. F., Cooper, G. F.
Format: Artigo
Idioma:Inglês
Publicat: American Medical Informatics Association 1995
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Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC2579086/
https://ncbi.nlm.nih.gov/pubmed/8563270
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