salmonella2: salmonella Bayesian Networks

In bnRep: A Repository of Bayesian Networks from the Academic Literature

salmonella Bayesian Networks

Description

Patterns of antimicrobial resistance in Salmonella isolates from fattening pigs in Spain.

Format

A discrete Bayesian network to show the existence of dependencies between resistance to antimicrobials. Probabilities were given within the referenced paper. The vertices are (s stands for susceptible, r for resistant):

AMP

Ampicillin (s, r);

CAZ

Ceftazidime (s, r);

CHL

Chloramphenicol (s, r);

CIP

Ciprofloxacin (s, r);

CTX

Cefotaxime (s, r);

GEN

Gentamicin (s, r);

NAL

Nalidixic acid (s, r);

SMX

Sulfamethoxazole (s, r);

TET

Tetracycline (s, r);

TMP

Trimethoprimn (s, r);

Value

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

References

Teng, K. T. Y., Aerts, M., Jaspers, S., Ugarte-Ruiz, M., Moreno, M. A., Saez, J. L., ... & Alvarez, J. (2022). Patterns of antimicrobial resistance in Salmonella isolates from fattening pigs in Spain. BMC Veterinary Research, 18(1), 333.

bnRep documentation built on April 12, 2025, 1:13 a.m.