Development of Clinical Decision Support Systems using Bayesian Networks

Language: English

Published by Springer Vieweg Dez 2020, 2020

3658325933 / 9783658325930

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This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 168 pp. Englisch.

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Title
Development of Clinical Decision Support Systems using Bayesian Networks
Author
Mario A. Cypko
Publisher
Springer Vieweg Dez 2020
Publication year
2020
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3658325933
ISBN 13
9783658325930
Item weight
226 grams
Dimensions
210x148x10 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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