首页> 外国专利> PAIN DETERMINATION USING TREND ANALYSIS, MEDICAL DEVICE INCORPORATING MACHINE LEARNING, ECONOMIC DISCRIMINANT MODEL, AND IOT, TAILORMADE MACHINE LEARNING, AND NOVEL BRAINWAVE FEATURE QUANTITY FOR PAIN DETERMINATION

PAIN DETERMINATION USING TREND ANALYSIS, MEDICAL DEVICE INCORPORATING MACHINE LEARNING, ECONOMIC DISCRIMINANT MODEL, AND IOT, TAILORMADE MACHINE LEARNING, AND NOVEL BRAINWAVE FEATURE QUANTITY FOR PAIN DETERMINATION

机译:使用趋势分析,医疗器械整合机器学习,经济判别模型以及物联网,量身定制机器学习以及新颖的脑波特征量进行疼痛确定的疼痛确定

摘要

The present invention provides a pain estimation method and device that make it possible to accurately and objectively make determinations on the pain of an estimation subject. More specifically, the present invention provides: a pain monitoring method for monitoring the pain of an estimation subject on the basis of the brainwaves of the estimation subject and a device and a system that execute said method; and a method for generating a model for making determinations on the pain of a subject and a device and a system that execute said method. The present invention also provides a method for improving machine learning and a device and a system that execute said method. To address the problem of efficiently making accurate pain determinations, the present invention also provides: a method for making determinations on pain using brainwave feature quantities that include at least one brainwave feature quantity such as a brainwave feature quantity interrelationship or a complexity index; and a device and a system for executing said method.
机译:本发明提供了一种疼痛估计方法和装置,其使得可以准确客观地确定被评估者的疼痛。更具体地,本发明提供:一种用于基于估计对象的脑波来监视估计对象的疼痛的疼痛监视方法以及执行该方法的装置和系统。以及用于产生用于确定受试者的疼痛的模型的方法以及执行所述方法的设备和系统。本发明还提供一种用于改善机器学习的方法以及执行该方法的设备和系统。为了解决有效地进行准确的疼痛确定的问题,本发明还提供了一种用于使用包括至少一个脑波特征量(例如,脑波特征量相互关系或复杂性指数)的脑波特征量对疼痛进行确定的方法。用于执行所述方法的设备和系统。

著录项

  • 公开/公告号WO2019009420A1

    专利类型

  • 公开/公告日2019-01-10

    原文格式PDF

  • 申请/专利权人 OSAKA UNIVERSITY;

    申请/专利号WO2018JP25769

  • 发明设计人 NAKAE AYA;

    申请日2018-07-06

  • 分类号A61B5/0476;G06N99;G06Q50/22;

  • 国家 WO

  • 入库时间 2022-08-21 11:57:25

相似文献

  • 专利
  • 外文文献
获取专利

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