Development of Clinical Decision Su - E-book

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Development Of Clinical Decision Support Systems Using Bayesian Networks - ENG

With An Example Of A Multi-disciplinary Treatment Decision For Laryngeal Cancer

Mario A. Cypko

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Sinopsis

ISBN:	9783658325947
Formato:	Page Fidelity
Idioma:	Inglés
Editorial:	Springer Nature
Tema:	Computadoras
Subtema:	Sistemas especialistas
Año de publicación:	2020-11-30

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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