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Decision analysis and Markov modeling in urology.

机译:泌尿科的决策分析和马尔可夫建模。

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PURPOSE: The process of decision making in medicine has become increasingly complex. This has developed as the result of increasing amounts of data, often without direct information or answers regarding a specific clinical problem. The use of mathematical models has grown and they are commonly used in all areas. We describe and discuss the application of decision analysis and Markov modeling in urology. MATERIALS AND METHODS: We define decision analysis and Markov models, providing a background and primer to educate the urologist. In addition, we performed a complete MEDLINE database search for all decision analyses in all disciplines of urology, serving as a reference summarizing the current status of the literature. RESULTS: The review provides urologists with the ability to critically evaluate studies involving decision analysis and Markov models. We identified 107 publications using decision analysis or Markov modeling in urology. A total of 36 studies used Markov models, whereas the remainder usedstandard decision analytical models. All areas of urology, including oncology, pediatrics, andrology, endourology, reconstruction, transplantation and erectile dysfunction, were represented. CONCLUSIONS: Decision analysis and Markov modeling are widely used approaches in the urological literature. Understanding the fundamentals of these tools is critical to the practicing urologist.
机译:目的:医学决策过程变得越来越复杂。这是由于数据量增加而导致的,通常没有直接的信息或关于特定临床问题的答案。数学模型的使用在增长,并且在所有领域都得到了普遍使用。我们描述和讨论决策分析和马尔可夫模型在泌尿外科的应用。材料与方法:我们定义了决策分析和马尔可夫模型,为教育泌尿科医师提供了背景和基础知识。此外,我们对泌尿科所有学科的所有决策分析进行了完整的MEDLINE数据库搜索,作为总结文献当前状况的参考。结果:该评论使泌尿科医师能够严格评估涉及决策分析和马尔可夫模型的研究。我们使用决策分析或马尔可夫模型进行泌尿外科鉴定了107篇出版物。共有36个研究使用了Markov模型,而其余研究则使用了标准决策分析模型。泌尿科的所有领域,包括肿瘤科,儿科,男科,泌尿科,重建,移植和勃起功能障碍,都得到了体现。结论:决策分析和马尔可夫建模是泌尿外科文献中广泛使用的方法。了解这些工具的基础知识对执业泌尿科医生至关重要。

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