【24h】

Virtual instrumentation in medical investigations and diagnosis support

机译:虚拟仪器在医学调查和诊断支持中

获取原文

摘要

The improvement in medical care, which we have observed in the last few decades, has been influenced by the introduction of new technologies and methods for monitoring the patient. Medical researchers working have been faced with large amount of different types of data (alphanumeric, signals, images), that are sometimes difficult to analyze using traditional methods. In order to extract maximum information from the collected data, introduction of sophisticated mathematical methods to medical sciences has been necessary. The aim of this article is to explain how virtual instrumentation concept may facilitate creation of tools, which may be useful both in medical investigations and diagnosis support. As the example we present the analysis of the fetal heart rate signal in time, frequency and joined time-frequency domain. The possibility of classification of such obtained results with statistical and artificial intelligence methods is described.
机译:在过去的几十年中,我们观察到的医疗保健方面的改善受到了用于监测患者的新技术和方法的影响。医学研究人员面临着大量不同类型的数据(字母数字,信号,图像),这些数据有时很难使用传统方法进行分析。为了从收集的数据中提取最大的信息,必须将复杂的数学方法引入医学。本文的目的是解释虚拟仪器概念如何促进工具的创建,这可能对医学调查和诊断支持均有用。作为示例,我们介绍了在时间,频率和联合时频域中对胎儿心率信号的分析。描述了使用统计和人工智能方法对此类获得的结果进行分类的可能性。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号