کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
377749 658824 2012 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An implicit approach to deal with periodically repeated medical data
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
An implicit approach to deal with periodically repeated medical data
چکیده انگلیسی

ContextTemporal information plays a crucial role in medicine, so that in medical informatics there is an increasing awareness that suitable database approaches are needed to store and support it. Specifically, a great amount of clinical data (e.g., therapeutic data) are periodically repeated. Although an explicit treatment is possible in most cases, it causes severe storage and disk I/O problems.ObjectiveIn this paper, we propose an innovative approach to cope with periodic relational medical data in an implicit way.MethodsWe propose a new data model, representing periodic data in a compact (implicit) way, which is a consistent extension of TSQL2 consensus approach. Then, we identify some important types of temporal queries, and present query answering algorithms to answer them. Finally, we also run experiments to evaluate our approach.ResultsThe experiments show that our approach outperforms current explicit approaches, especially as regard disk I/O.ConclusionWe have provided an implicit approach to periodic data with is a consistent extension of TSQL2 (and which is thus grant interoperable with it), and we have experimentally proven that it outperforms current explicit approaches.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Artificial Intelligence in Medicine - Volume 55, Issue 3, July 2012, Pages 149–162
نویسندگان
, , , , ,