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Titlebook: Development of Clinical Decision Support Systems using Bayesian Networks; With an example of a Mario A. Cypko Book 2020 The Editor(s) (if a

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楼主: 厨房默契
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https://doi.org/10.1007/978-3-8348-9054-2te data is often limited or unavailable. For an extensive model with only a small dataset, a reliable quantitative validation is impossible, and a complete qualitative validation is time-consuming and can effect an overfitting.
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https://doi.org/10.1007/978-3-658-01461-2imilar model and modeling complexity. The model complexity relates to decisions 1) with uncertainties, 2) integrating multidisciplinary domains, 3) providing deep explanations, and 4) being adjustable to local conditions. The modeling complexity relates to 1) limited evidences that require expertise
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Bildgebung vor plastischen RekonstruktionenThis section introduces the epidemiology, anatomy, pathology, and basic therapy forms regarding laryngeal cancer as a primary tumor.
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M. Schmitz,J. A. Voigt,J. Schmidt,R. RissThe following section introduces ordinary BN and BN extensions as well as modeling, validation and visualization techniques and tools. These principles are described in a depth that is necessary to follow methodologies in Part II. Finally, BN applications are described that were studied as a basis for this thesis.
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https://doi.org/10.1007/978-3-8348-9054-2To support tumor board decisions, a BN model should consist of all decision-relevant information (3.3-R1.3.3 and 3.3-R1.4.1/2/3/4). Otherwise, clinicians may loose confidence in the network’s inferences. Also, a BN model should be easily comprehensible to keep the decision workflow efficient (3.3-R1.3.1/3 and 3.3-R1.4.6/7).
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Grundkurs Mobile KommunikationssystemeThis chapter presents a visualization tool for the verification of TNM stagings.
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