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Methods and systems for performing image analytics using graphical reporting associated with clinical images

机译:使用与临床图像相关的图形报告执行图像分析的方法和系统

摘要

Methods and systems for performing image analytics using graphical reporting associated with clinical images. One system includes at least one data source and a server. The server includes an electronic processor and an interface for communicating with the data source. The electronic processor is configured to receive training information from the at least one data source over the interface. The training information includes a plurality of images and graphical reporting associated with each of the plurality of images. Each graphical reporting includes a graphical marker designating a portion of one of the plurality of images and diagnostic information associated with the portion of the one of the plurality of images. The electronic processor is also configured to perform machine learning to develop a model using the training information. The model is used to automatically analyze an image.
机译:使用与临床图像相关的图形报告执行图像分析的方法和系统。一个系统包括至少一个数据源和服务器。服务器包括电子处理器和用于与数据源通信的接口。电子处理器被配置为通过接口从至少一个数据源接收训练信息。训练信息包括多个图像和与多个图像中的每一个相关联的图形报告。每个图形报告包括指定多个图像中的一个部分的图形标记,以及与多个图像中的一个部分相关联的诊断信息。电子处理器还被配置为执行机器学习,以使用训练信息开发模型。该模型用于自动分析图像。

著录项

  • 公开/公告号US11301991B2

    专利类型

  • 公开/公告日2022-04-12

    原文格式PDF

  • 申请/专利权人 INTERNATIONAL BUSINESS MACHINES CORPORATION;

    申请/专利号US201615179409

  • 申请日2016-06-10

  • 分类号G06K9;G06T7;G16H50/50;G16H15;G16H50/20;G06N20;G06K9/62;G06F40/169;G06F40/205;G16Z99;G06V30/194;A61B5;G06F3/0488;A61B34/10;G06F3/0482;A61B10/02;G06T11;G16H30/20;G16H10/20;G16H20/10;A61B5/01;A61B5/055;A61B5/318;A61B90;

  • 国家 US

  • 入库时间 2022-08-25 00:25:42

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