image description
# 752782
USD 79.99 (Book Not in Ready Stock, will take 45-60 days to source and dispatch)
- +

Development of Clinical Decision Support Systems using Bayesian Networks = With an example of a Multi-Disciplinary Treatment Decision for Laryngeal Cancer

Author :  Mario A. Cypko

Product Details

Country
Germany
Publisher
Springer Fachmedien Wiesbaden
ISBN 9783658325930
Format PaperBack
Language English
Year of Publication 2021
Bib. Info XIX, 148 p. 39 illus., 10 illus. in color.
Categories Computer Science
Shipping Charges(USD)

Product Description

For the development of clinical decision support systems based on Bayesian networks, Mario A. Cypko investigates comprehensive expert models of multidisciplinary clinical treatment decisions and solves challenges in their modeling. The presented methods, models and tools are developed in close and intensive cooperation between knowledge engineers and clinicians. In the course of this study, laryngeal cancer serves as an exemplary treatment decision. The reader is guided through a development process and new opportunities for research and development are opened up: in modeling and validation of workflows, guided modeling, semi-automated modeling, advanced Bayesian networks, model-user interaction, inter-institutional modeling and quality management.

Product added to Cart
Copied