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Automatic Information Extraction for Computerized Clinical Guideline

机译:计算机化临床指南的自动信息提取

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Clinical Guidelines (CG) are recommendations on the appropriate treatment and care of people with specific diseases and conditions. CG should be used by both physicians and patients to make the informed decision. However, the CGs are not well used due to their complexity and because they are frequently updated. The computerized CGs are proposed to make use of the computer to do the decision making. However, it needs a lot of human effort to transform the narrative CG into computerized CG. In this paper, we proposed a method to use the NLP techniques to extract the fine-grained information from the text based CG automatically. Such information could be easily converted to the computer interpretable models.
机译:临床指南(CG)是关于适当治疗和治疗具有特定疾病和条件的人的建议。医生和患者应使用CG进行明智的决定。然而,由于它们的复杂性而不是很好地使用CGS,因为它们经常更新。建议计算机化的CGS用于利用计算机进行决策。但是,它需要很多人类努力将叙述CG转化为计算机化的CG。在本文中,我们提出了一种方法来使用NLP技术从基于文本的CG中提取细粒度信息。这些信息可以很容易地转换为计算机可解释模型。

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