数据仓库中各种数据库体系结构的评估:以ETL集成电子病历为例

C. Frank, L. Frank, A. Kumar
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引用次数: 0

摘要

描述患者疾病和治疗的电子健康记录(EHR)通常存储在创建这些记录的医院所在地或地区。然而,患者可能在不同的医院接受治疗,因此,需要整合来自不同医院的健康记录,以使任何医院都能获得患者健康史的总体概况。为了以一致的方式集成来自不同医院的电子病历系统,必须解决两种不同类型的异构问题。第一个问题是,不同的医院通常不使用一个通用的DBMS(数据库管理系统)系统,因此,传统的ACID(原子性、一致性、隔离性和持久性)属性在不同的医院中缺失。二是异质性问题,即在电子病历登记方面存在不同的不兼容标准。本文的目的是描述和评估不同的EHR数据库设计,用于存储来自不同医院或多或少不兼容的健康记录。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of Various Database Architectures for Datawarehouses: a Case Study on ETL integrated EHR
EHR (Electronic Health Records) describing the diseases and treatments of patients are normally stored in the hospital locations or regions, where they are created. However, patients may be treated in different hospitals, and therefore, there is a need for integrating health records from different hospitals to enable any hospital to obtain a total overview of a patient's health-history. Two different types of heterogeneity problem have to be solved in order to integrate EHR systems from different hospitals in a consistent way. The first problem is that different hospitals normally do not use a common DBMS (Data Base Management System) system and therefore, the traditional ACID (Atomicity, Consistency, Isolation and Durability) properties are missing across the different hospital locations. The second heterogeneity problem is that there are different incompatible standards on how to make EHR registrations. The objective of this paper is to describe and evaluate different EHR database designs for storing more or less incompatible health records from different hospitals.
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