首页> 外国专利> METHOD FOR ANALYZING IMAGE DATA FROM A PATIENT AFTER A MINIMALLY INVASIVE INTERVENTION, ANALYSIS APPARATUS, COMPUTER PROGRAM AND ELECTRONICALLY READABLE DATA STORAGE MEDIUM

METHOD FOR ANALYZING IMAGE DATA FROM A PATIENT AFTER A MINIMALLY INVASIVE INTERVENTION, ANALYSIS APPARATUS, COMPUTER PROGRAM AND ELECTRONICALLY READABLE DATA STORAGE MEDIUM

机译:在微创介入治疗后分析患者图像数据的方法,分析设备,计算机程序和电子可读数据存储介质

摘要

A method is disclosed for analyzing image data from a patient after a minimally invasive intervention on a lesion, in particular after a tumor ablation on a tumor, wherein a pre-intervention image dataset showing the lesion and an intra- and/or post-intervention, second image dataset showing the intervention region are analyzed. In at least one embodiment of the method, the method includes deriving attribute data describing attributes of the image data from the image datasets at least in part automatically, the attribute data being usable as input data to an artificial intelligence analysis algorithm trained using training data from other patients, and the training data being associated with a ground truth. The method further includes determining, from the attribute data, change information that describes the change in the lesion and/or in the intervention region as a result of the intervention.
机译:公开了一种用于在对病变进行微创干预之后,特别是在对肿瘤消融之后对来自患者的图像数据进行分析的方法,其中,干预前的图像数据集显示病变以及干预内和/或干预后,分析显示干预区域的第二图像数据集。在该方法的至少一个实施例中,该方法包括至少部分地自动地从图像数据集中导出描述图像数据的属性的属性数据,该属性数据可用作输入数据,用于使用来自训练数据的训练数据训练的人工智能分析算法。其他患者,并且训练数据与基本事实相关。该方法还包括从属性数据确定描述作为干预结果的病变和/或干预区域中的变化的变化信息。

著录项

  • 公开/公告号US2019046148A1

    专利类型

  • 公开/公告日2019-02-14

    原文格式PDF

  • 申请/专利权人 SIEMENS HEALTHCARE GMBH;

    申请/专利号US201816059197

  • 申请日2018-08-09

  • 分类号A61B6;G06T7/11;G06T7/70;G06T7/40;G06N3/08;

  • 国家 US

  • 入库时间 2022-08-21 12:08:56

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