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Conference Papers Year : 2005

Using Dynamic Bayesian Networks for a Decision Support System Application to the Monitoring of Patients Treated by Hemodialysis

Abstract

A Bayesian network is a graphical model that encodes probabilistic relationships among variables of interest. Dynamic Bayesian networks are an extension of Bayesian networks for modeling dynamic processes. In this paper we present a decision support system based on a dynamic Bayesian network. Its purpose is to monitor the dry weight of patients suffering from chronic renal failure treated by hemodialysis.
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Dates and versions

inria-00000474 , version 1 (21-10-2005)

Identifiers

  • HAL Id : inria-00000474 , version 1

Cite

Chérif Smaili, Cédric Rose, François Charpillet. Using Dynamic Bayesian Networks for a Decision Support System Application to the Monitoring of Patients Treated by Hemodialysis. 1st International Computer Systems & Information Technology Conference - ICSIT'05, Jul 2005, Alger, Algérie. ⟨inria-00000474⟩
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