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bnRep (version 0.0.3)

perioperative: perioperative Bayesian Network

Description

Development of a perioperative medication suspension decision algorithm based on Bayesian networks.

Arguments

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network for the estimation of the drug suspension period even in the presence of competing risks. The probabilities were available from a repository. The vertices are:

DrugSuspension

(0 days, 5 days, 7 days);

ThromboticRisk

(High, Medium, Low);

BleedingRisk

(High, Null);

PlateletCount

(High, Medium, Low);

AbnormalAPTT

(High, Medium, Low);

References

Kawaguchi, S., Fukuda, O., Kimura, S., Yeoh, W. L., Yamaguchi, N., & Okumura, H. (2024, January). Development of a Perioperative Medication Suspension Decision Algorithm Based on Bayesian Networks. In 2024 IEEE/SICE International Symposium on System Integration (SII) (pp. 7-12). IEEE.