Using staged tree models for health data: Investigating invasive fungal infections by aspergillus and other filamentous fungi

Machine learning models are increasingly used in the medical domain to study the association between risk factors and diseases to support practitioners in understanding health outcomes. In this paper, we showcase the use of machine-learned staged tree models for investigating complex asymmetric depe...

Full description

Bibliographic Details

Published in:	Computational and Structural Biotechnology Journal
Main Authors:	Maria Teresa Filigheddu, Manuele Leonelli, Gherardo Varando, Miguel Ángel Gómez-Bermejo, Sofía Ventura-Díaz, Luis Gorospe, Jesús Fortún
Format:	Article
Language:	English
Published:	Elsevier 2024-12-01
Subjects:	Diagnostic criteria Invasive aspergillosis Machine learning Probabilistic graphical models Staged trees
Online Access:	http://www.sciencedirect.com/science/article/pii/S2001037023004282