Using staged tree models for health data: Investigating invasive fungal infections by aspergillus and other filamentous fungi.
An object of class bn.fit. Refer to the documentation of bnlearn for details.
A discrete Bayesian network modelling the relationship between risk factors and death by Aspergillus. The original dataset was used to learn the Bayesian network. The vertices are:
CMV Infection (No, Si);
Diagnostic Time (<16 days, >=16 days);
Death (No, Si);
Immunosuppresion Groups (Neutropenia, IS-convencional, IS-non-convencional);
Accessed the ICU (No, Si);
Immunotherapy (No, Si);
Malnutrition (No, Si);
Radiological Pattern (No, Si);
Systemic Corticoids (No, Si);
Solid Organ Transplant (No, Si);
Viral Pneumonia (No, Si);
Filigheddu, M. T., Leonelli, M., Varando, G., Gómez-Bermejo, M. Á., Ventura-Díaz, S., Gorospe, L., & Fortún, J. (2024). Using staged tree models for health data: Investigating invasive fungal infections by aspergillus and other filamentous fungi. Computational and Structural Biotechnology Journal, 24, 12-22.