Example: Diagnostic Decision Support for Lung Diseases

Context

The two attached network examples represent derivations of the well-known "Visit Asia" example, which was first presented in Lauritzen and Spiegelhalter (1988).

Bayesian Network Model for Diagnostic Decision Support

Network Files

Asia5.xbl

Asia6.xbl

References

• Lauritzen, S., & Spiegelhalter, D. (1988). Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems. Journal of the Royal Statistical Society. Series B (Methodological), 50(2), 157-224. Retrieved June 24, 2020, from www.jstor.org/stable/2345762

See Also

• Example: Wisconsin Breast Cancer Database

• Webinar: Diagnostic Decision Support

• Webinar: Differential Diagnosis of Diseases

• Webinar: Differential Diagnosis of COVID-19