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Books in English > Computing & Information Technology > Computer science > Artificial intelligence > Expert systems / knowledge-based systems > Development of Clinical Decision Support Systems using Bayesian Networks

Development of Clinical Decision Support Systems using Bayesian Networks

Name: Development of Clinical Decision Support Systems using Bayesian Networks
Brand: Springer Fachmedien Wiesbaden
SKU: 33458644
Price: 82.59 EUR
Availability: InStock
Author: Mario A. Cypko
ISBN: 9783658325930

Mario A. Cypko

Language

English

Book Paperback

Libristo code: 33458644

Publishers Springer Fachmedien Wiesbaden, December 2020

For the development of clinical decision support systems based on Bayesian networks, Mario A. Cypko... Full description

Libristo code: 33458644

199 b

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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.