THE MULTISTATE KALMAN FILTER IN MEDICAL MONITORING
THE MULTISTATE KALMAN FILTER IN MEDICAL MONITORING
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DOI：
10.1016/0169-2607(86)90109-4
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发表时间：
1986-10-01
影响因子：
6.1
通讯作者：
GORDON, K
中科院分区：
文献类型：
--
作者：
GORDON, K
为了从计算机数据库中获得最大的优势，信息的显示方式是至关重要的。在线统计技术可以证明是一个很大的奖金，以医疗监测，但一直受到限制的方法。卡尔曼滤波器是时间序列分析中最强大的方法之一，我们现在已经证明它在各种环境中都很有用，包括肾移植排斥反应的检测，其中一些患者的检测先于经验丰富的临床医生。
In order to gain the best advantage from a computer database the way in which the information is displayed is vitally important. On-line statistical techniques could prove to be a great bonus to medical monitoring but have been limited by the methodology available. The Kalman Filter is one of the most powerful methods for time series analysis, and we have now shown it to be useful in a variety of settings, including the detection of kidney transplant rejection, where detection in some patients precedes that of experienced clinicians.