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AI(Artificial Intelligence) based gastroscope image analysis method

机译:基于AI(人工智能)的胃镜图像分析方法

摘要

The present invention relates to an artificial intelligence (AI)-based gastroscopic image analysis method. The method for analyzing a gastroscopy image based on artificial intelligence (AI) according to the present invention includes the steps of constructing a plurality of image classification models based on artificial intelligence for a gastroscopy image; Configuring each of the training data for a plurality of image classification models to train a plurality of image classification models; Observing or photographing each part of the stomach from the oral cavity and the throat to the second part of the duodenum or from the second part of the duodenum to the oral cavity and the throat using a gastroscopy probe; With respect to the image taken during shooting, the anatomical position of the stomach is automatically classified and recognized using the plurality of image classification models, and the location of the lesion is automatically saved or notified, and shooting and saving are recommended in gastroscopy. Verifying whether or not an image of the portion to be taken has been captured; And dividing an image of a specific portion of the captured gastroscopy images for each region by a region division model, and outputting the same number of division maps as the number of target classes as a division result.
机译:基于人工智能(AI)的胃镜图像分析方法技术领域根据本发明的基于人工智能(AI)的分析方法包括基于胃镜图像的人工智能构建多个图像分类模型的步骤;配置多个图像分类模型的每个训练数据以训练多个图像分类模型;从口腔和喉部观察或拍摄胃的每一部分,或者使用胃镜探针从十二指肠的第二部分到口腔和喉部的第二部分;关于在拍摄期间拍摄的图像,使用多个图像分类模型自动分类和识别胃的解剖位置,并且自动保存或通知病变的位置,并且建议在胃镜检查中拍摄和保存。验证是否捕获要拍摄的部分的图像;并将捕获的胃镜图像的特定部分的图像划分为每个区域的每个区域,并将相同数量的分割映射输出作为目标类的数量作为划分结果。

著录项

  • 公开/公告号KR102255311B1

    专利类型

  • 公开/公告日2021-05-24

    原文格式PDF

  • 申请/专利权人

    申请/专利号KR1020200100030

  • 发明设计人 김경남;

    申请日2020-08-10

  • 分类号G16H50/50;A61B1/273;G06N20;G06N3/08;G16H30/20;G16H30/40;G16H50/20;

  • 国家 KR

  • 入库时间 2022-08-24 18:58:59

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