Pathological section image processing method, device and system and storage medium

A technology of pathological slices and images, applied in the field of intelligent medicine, can solve the problems of inaccurate analysis of pathological slices, and achieve the effect of improving standardization and accuracy and improving accuracy.

Active Publication Date: 2020-02-28
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology

[0004] The embodiment of the present application provides a method, device, system and storage medium for processing pathological slice images, which can be used to solve the technical problem of inaccurate analysis of pathological slices in the related art

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  • Pathological section image processing method, device and system and storage medium
  • Pathological section image processing method, device and system and storage medium
  • Pathological section image processing method, device and system and storage medium

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Embodiment Construction

[0037] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0038] AI (Artificial Intelligence) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the nature of intelligence and produce a new kind of intelligent machine that can respond in a similar way to human intelligence. Artificial intelligence is to study the design principles and implementation methods of various intelligent machines, so that the machines have the functions of perception, reasoning and de...

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Abstract

The invention provides a pathological section image processing method, device and system and a storage medium, and relates to the technical field of intelligent medical treatment of artificial intelligence. The method comprises the following steps: acquiring staining images of a pathological section stained by a cell membrane under n visual fields of a microscope; for the stained image under the ith visual field in the n visual fields, determining the cell nucleus position of the cancer cell in the stained image under the ith visual field; generating a cell membrane description result of the staining image in the ith visual field, wherein the cell membrane description result is used for indicating the integrity and staining intensity of cell membrane staining; determining the number of various types of cells in the staining image under the ith visual field according to the cell nucleus position and the cell membrane description result; and determining an analysis result of the pathological section according to the number of various types of cells in the staining image under the n visual fields. The invention provides a technical scheme for performing systematic cell membrane staining analysis on a pathological section, and the accuracy of a detection result can be improved.

Description

technical field [0001] The embodiments of the present application relate to the field of intelligent medical technology of artificial intelligence, and in particular to a method, device, system and storage medium for processing pathological slice images. Background technique [0002] Correct detection and evaluation of HER2 (Human Epidermal growth factor Receptor-2, Human Epidermal Growth Factor Receptor-2) protein expression and gene amplification status in breast cancer is crucial to the clinical treatment and prognosis of breast cancer. [0003] In related technologies, by staining the cell membrane of the pathological section, and then observing and analyzing the stained pathological section under a microscope, doctors can be assisted in detecting HER2. However, the related technology lacks a systematic analysis of cell membrane staining on pathological sections, resulting in inaccurate final detection results. Contents of the invention [0004] Embodiments of the pre...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/10G06T7/11G06T7/136G06T7/70G16H10/40G16H30/00G16H50/20G06K9/00
CPCG06T7/0012G06T7/10G06T7/11G06T7/136G06T7/70G16H10/40G16H30/00G16H50/20G06T2207/10061G06T2207/30068G06T2207/30096G06T2207/30242G06V20/695G06V20/698G06T2207/10024G06T2207/10056G06T2207/20081G06T2207/20084G06T2207/30024G06T2207/20036G16H30/40G16H70/60G06V2201/03G06V10/34G06T7/187
Inventor 张军颜克洲姚建华韩骁
Owner TENCENT TECH (SHENZHEN) CO LTD
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