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MEDICAL IMAGE ANALYSIS METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM

机译:医学图像分析方法和装置,以及电子设备和可读存储介质

摘要

A medical image analysis method, a medical image analysis apparatus, a device and a storage medium. The method comprises: acquiring a medical image set and a standard index set of a target object, and denoising the medical image set to obtain a denoised image set (S1); extracting a feature from the denoised image set so as to obtain a feature image set (S2); performing feature clustering on the feature image set to obtain a clustered feature image set (S3); cutting the feature image set according to the clustered feature image set, so as to obtain a target image set (S4); performing comparison and extraction on the target object in the target image set, and quantifying an extraction result to obtain a detection index set of the target object (S5); and obtaining an analysis result according to the detection index set and the standard index set (S6). The standard index set can be stored in a blockchain node. By means of the method, the problems of a slice image partition being unclear and there being no standard for image data analysis are solved.
机译:医学图像分析方法,医学图像分析装置,装置和存储介质。该方法包括:获取目标对象的医学图像集和标准索引集,并将医学图像设置为获得去噪图像集(S1);从去噪图像设置中提取特征,以便获得特征图像集(S2);在要素图像集上执行特征群集以获取群集特征映像集(S3);切割根据群集特征图像集的特征图像集,以便获得目标图像集(S4);对目标图像集中的目标对象执行比较和提取,并量化提取结果以获得目标对象的检测索引集(S5);并根据检测索引集和标准索引集获得分析结果(S6)。标准索引集可以存储在区块链节点中。借助于该方法,解决了切片图像分区的问题,并且没有解决图像数据分析的标准。

著录项

  • 公开/公告号WO2021189900A1

    专利类型

  • 公开/公告日2021-09-30

    原文格式PDF

  • 申请/专利权人 PING AN TECHNOLOGY (SHENZHEN) CO.LTD.;

    申请/专利号WO2020CN131977

  • 发明设计人 ZHANG GUYUE;

    申请日2020-11-26

  • 分类号G06T7/136;G06T5;G06K9/46;G06K9/62;G16H30/20;

  • 国家 CN

  • 入库时间 2022-08-24 21:25:21

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