STT/SC信息检索系统的设计

A. Inácio, Rafael Andrade, A. V. Wangenheim, D. D. J. D. Macedo
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引用次数: 9

摘要

圣卡塔琳娜州立远程医疗和远程保健系统(STT/SC)储存了200多万份检查,每月约有2万份新的影像学检查被发送到系统数据库。由于与这些医疗数据相关的大部分调查结果以文本文档的形式存储,因此精确提取信息是一项艰巨的任务。在医疗保健领域,经常会发现不同的术语,其中一些以组合表达式的形式出现,用于表示相同的概念,而简单修饰符的存在可以将一个表达式转换为另一个不同的概念。这项工作提出了一个为STT/SC开发的信息检索体系结构。它包含在一个集成到STT/SC的模块中,旨在支持有经验和没有经验的用户执行查询。通过实验验证了该系统在实际情况下的准确性。结果表明,该方法可以更快地执行搜索,并且具有可接受的精度。
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Designing an information retrieval system for the STT/SC
The Santa Catarina State Telemedicine and Telehealth System - STT/SC stores well over 2 million examinations and every month about 20 thousand new imaging exams are sent to the system database. As a significant part of the findings associated to these medical data are stored as text documents, the precise extraction of information is a difficult task. In the healthcare domain it is common to find different terms, some of them appearing as composed expressions, used to represent the same concept, whereas the existence of simple modifiers can turn an expression into another, different concept. This work presents an information retrieval architecture developed for the STT/SC. It consists in a module integrated into the STT/SC and was developed in order to support both experienced and inexperienced users to perform queries. Experiments were performed to evaluate the accuracy of the proposed system in real situations. Results show that the search can be performed more much faster and with acceptable precision.
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