Development of Clinical Decision Support Systems using Bayesian Networks

Name: Development of Clinical Decision Support Systems using Bayesian Networks
Brand: Springer Fachmedien Wiesbaden
SKU: 9783658325930
Price: 1830 CZK
Availability: InStock

Autor: Mario A. Cypko

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer Fachmedien Wiesbaden

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Mario A. Cypko

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2020

Stránek

148

EAN

9783658325930

ISBN

3658325933

Enbook ID

33458644

Vydavatel

Springer Fachmedien Wiesbaden

Hmotnost

454

Rozměry

148 x 210 x 10

Kompletní popis

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.

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Development of Clinical Decision Support Systems using Bayesian Networks

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