Książka Development of Clinical Decision Support Systems using Bayesian Networks Mario A. Cypko

Development of Clinical Decision Support Systems using Bayesian Networks

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
342.65
For the development of clinical decision support systems based on Bayesian networks, Mario A. Cypko...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2020
strony
148
EAN
9783658325930
ISBN
3658325933
Enbook ID
33458644
Waga
454
Wymiary
148 x 210 x 10

Pełny opis

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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