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重症监护预测的高斯过程

Gaussian Processes for Prediction in Intensive Care
课程网址: http://videolectures.net/gpip06_guiza_gppic/  
主讲教师: Fabian Guiza
开课单位: 库鲁文公司
开课时间: 2007-02-25
课程语种: 英语
中文简介:
在本文中,我们介绍了高斯过程在回归预测在重症监护中的应用。我们提出了一个初步的解决方案,通过确定的患者特征来预测患者在重症监护期间的状态演变。
课程简介: In this paper we present the use of Gaussian Processes for regression in the application of prediction in Intensive Care. We propose a preliminary solution to predicting the evolution of a patient's state during his stay in intensive care by means of deffined patient speciffic characteristics.
关 键 词: 重症监护预测; 高斯过程; 病情演变预测; 初步方案
课程来源: 视频讲座网
最后编审: 2020-06-27:zyk
阅读次数: 55