Visual Assistance in Development and Validation of Bayesian Networks for Clinical Decision Support

The development and validation of Clinical Decision Support Models (CDSM) based on Bayesian networks (BN) is commonly done in a collaborative work between medical researchers providing the domain expertise and computer scientists developing the decision support model. Although modern tools provide f...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on visualization and computer graphics 2023-08, Vol.29 (8), p.3602-3616
Hauptverfasser:	Muller-Sielaff, Juliane, Beladi, Seyed Behnam, Vrede, Stephanie W., Meuschke, Monique, Lucas, Peter J. F., Pijnenborg, Johanna M. A., Oeltze-Jafra, Steffen
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayes methods Bayes Theorem Bayesian analysis Bayesian networks causal model development Clinical decision making clinical decision support Collaborative work Computational modeling Computer Graphics Data models Decision support systems Decision Support Systems, Clinical Humans Medical diagnostic imaging Medical research Probability distribution Scientists Subject specialists Tumors visual analysis Visualization Workflow
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!