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Image processing apparatus, learning apparatus, image processing method, method for creating a classification criterion, learning method, and program

机译:图像处理设备,学习设备,图像处理方法,用于创建分类标准的方法,学习方法和程序

摘要

An image processing apparatus, a learning apparatus, an image processing method, a method of creating a classification criterion, a learning method, and a program that can acquire characteristics typical of a medical image are provided. A learning device 1 includes a pre-learning unit 61 that is pre-learning based on a similar image group similar to at least one of a shape of an object in a target image group to be learned, a tissue structure of an object in the target image group, and an imaging system of a device that the target image group takes, performs, and a main learning unit 62 that performs main learning based on a pre-learning result from the pre-learning unit 61 and the target picture group.
机译:提供了一种图像处理设备,学习设备,图像处理方法,创建分类标准的方法,学习方法以及能够获取医学图像的典型特征的程序。学习设备1包括预学习单元61,该预学习单元61基于与要学习的目标图像组中的对象的形状,对象中的对象的组织结构中的至少一个相似的相似图像组进行预学习。目标图像组,以及该目标图像组所拍摄的设备的成像系统,以及基于来自预学习单元61和目标图片组的预学习结果进行主学习的主学习单元62。

著录项

  • 公开/公告号DE112016007005T5

    专利类型

  • 公开/公告日2019-03-07

    原文格式PDF

  • 申请/专利权人 OLYMPUS CORPORATION;

    申请/专利号DE20161107005T

  • 发明设计人 TOSHIYA KAMIYAMA;YAMATO KANDA;

    申请日2016-06-24

  • 分类号A61B1/04;

  • 国家 DE

  • 入库时间 2022-08-21 11:45:34

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