Ohno-Machado L, Boxwala A A, Ehresman J, Smith D N, Greenes R A
Decision Systems Group, Brigham and Women's Hospital, Harvard Medical School, Boston, MA 02115, USA.
Proc AMIA Annu Fall Symp. 1997:369-73.
A national mammography database was proposed, based on a centralized architecture for collecting, monitoring, and auditing mammography data. We have developed an alternative architecture relying on Internet-based distributed queries to heterogeneous databases. This architecture creates a "virtual repository", or a federated database which is constructed dynamically, for each query and makes use of data available in legacy systems. It allows the construction of custom-tailored databases at individual sites that can serve the dual purposes of providing data (a) to researchers through a common mammography repository and (b) to clinicians and administrators at participating institutions. We implemented this architecture in a prototype system at the Brigham and Women's Hospital to show its feasibility. Common queries are translated dynamically into database-specific queries, and the results are aggregated for immediate display or download by the user. Data reside in two different databases and consist of structured mammography reports, coded per BIRADS Standardized Mammography Lexicon, as well as pathology results. We prospectively collected data on 213 patients, and showed that our system can perform distributed queries effectively. We also implemented graphical exploratory analysis tools to allow visualization of results. Our findings indicate that the architecture is not only feasible, but also flexible and scaleable, constituting a good alternative to a national mammography database.
有人提议建立一个全国性的乳腺X线摄影数据库,其基于集中式架构来收集、监测和审计乳腺X线摄影数据。我们开发了一种替代架构,该架构依赖基于互联网的对异构数据库的分布式查询。这种架构为每个查询创建一个动态构建的“虚拟存储库”或联合数据库,并利用遗留系统中可用的数据。它允许在各个站点构建定制数据库,这些数据库可用于两个目的:(a) 通过一个通用的乳腺X线摄影存储库向研究人员提供数据,以及(b) 向参与机构的临床医生和管理人员提供数据。我们在布莱根妇女医院的一个原型系统中实现了这种架构,以展示其可行性。通用查询会动态转换为特定于数据库的查询,结果会进行汇总以便用户立即显示或下载。数据存储在两个不同的数据库中,包括按照BIRADS标准化乳腺X线摄影词汇编码的结构化乳腺X线摄影报告以及病理结果。我们前瞻性地收集了213名患者的数据,并表明我们的系统可以有效地执行分布式查询。我们还实现了图形探索性分析工具,以便对结果进行可视化。我们的研究结果表明,该架构不仅可行,而且灵活且可扩展,是全国性乳腺X线摄影数据库的一个很好的替代方案。