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数据挖掘在PACS系统中的应用
Application of Data Mining
【摘要】 PACS系统在医院得到越来越广泛的应用,大量的图像和文本资料存贮在PACS数据库中。这些海量数据仅仅是一些“数据”的集合,而不是“信息”或者“知识”的集合。本文将数据挖掘技术与PACS系统结合,通过处理PACS系统中的各种病案资料,从“数据”中获取有用知识的集合,为医生的辅助诊断提供了智能的决策支持。
【Abstract】 PACS system has been Widely used since recent years. Large volumes of medical images and diagnosis data are stored in PACS. Though these data are very rich, b ut ″information″ or ″knowledge″ are very poor. In this paper, we use data mining techniques in PACS system to ex tract the hidden knowledge from PACS data, especially mining the medical images. Combining with examines and diagnoses of patients, data mining can uncover the pattern between medical images and diagnoses. Then we use these discovered knowledge to assist doctor’s diagnosis process.
【基金】 广州市科技厅资助
- 【文献出处】 现代计算机(专业版) ,Modern Computer , 编辑部邮箱 ,2003年12期
- 【分类号】TP311.13
- 【被引频次】6
- 【下载频次】69