| 书目名称 | Development of Clinical Decision Support Systems using Bayesian Networks | | 副标题 | With an example of a | | 编辑 | Mario A. Cypko | | 视频video | | | 概述 | New opportunities for completely transparent and reproducible CDSS | | 图书封面 |  | | 描述 | 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. | | 出版日期 | Book 2020 | | 关键词 | Clinical Decision Support System; Bayesian Network; Cancer treatment; Decision models; Guided modelling | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-658-32594-7 | | isbn_softcover | 978-3-658-32593-0 | | isbn_ebook | 978-3-658-32594-7 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Fachmedien Wies |
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发表于 2025-3-21 18:18:20
