软件工程师的心脏知识发现方法

Y. Sebastian, H. Then, V. Raman, Y. H. Wong, A. Fong, K. Sim
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引用次数: 0

摘要

收集用户需求和获取客户信任是数据库知识发现(KDD)过程早期的重要任务。由于医生的繁重工作和不信任,他们在医学信息学领域尤其具有挑战性。在许多情况下,未能解决这些挑战导致了低用户采用率和遵从率。本文描述了婆罗洲岛沙捞越州心血管数据库知识发现的早期阶段。通过快速原型,我们使用增量证明成功的方法已经被证明是收集用户需求并赢得当地心脏病专家信任的有效方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software engineer’s approach towards cardiac knowledge discovery
Gathering user requirements and acquiring client’s trust are important tasks to be carried out in the early stage of knowledge discovery in databases (KDD) process. They have been particularly challenging within medical informatics domain due to physicians’ heavy workload and distrust. In many cases, the failure to address these challenges has resulted in low user adoption and compliance rate. This paper describes the early stages of knowledge discovery on cardiovascular database in the state of Sarawak, Borneo Island. Our use of the incremental proof-of-success approach through rapid prototyping have proved to be an effective way to gather user requirements and winning trust from the local cardiologists.
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