Pathological image processing method and device, electronic equipment and storage medium

A processing method and technology of pathological images, applied in the fields of pathological image processing methods, electronic equipment and storage media, and devices, can solve problems such as high threshold, manual labeling, complicated work of classification, difficulty in guaranteeing labeling accuracy, etc., to achieve The effect of ensuring quality, avoiding management confusion, and improving efficiency

Pending Publication Date: 2021-12-07
3D BIOMEDICINE SCI & TECH CO LTD
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Problems solved by technology

[0003] Among them, the work of manual labeling and classification is complicated. In the existing related technologies, a model for labeling and classification can be trained based on a certain amount of labeling results, and then the trained model can be used to automatically label and classify newly input images.
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  • Pathological image processing method and device, electronic equipment and storage medium
  • Pathological image processing method and device, electronic equipment and storage medium
  • Pathological image processing method and device, electronic equipment and storage medium

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[0073] Next, the technical solutions in the embodiments of the present invention will be described in connection with the drawings of the embodiments of the present invention, and it is understood that the described embodiments are merely the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art are in the range of the present invention without making creative labor premise.

[0074] The invention and the scope of the invention and the terms "first", "second", "third" "third" "third" "" fourth ", and the third" "fourth", and the third "" fourth ", which are used for different objects without Describe a specific order or intern order. It should be understood that the data such as use can be interchanged in appropriate, so that the embodiments of the invention described herein can be implemented in the order other than those illustrated or described her...

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Abstract

The invention provides a pathological image processing method and device, electronic equipment and a storage medium, and the method comprises the steps: obtaining K groups of annotation classification information of a pathological image, wherein the annotation classification information represents an annotation image recording at least one annotation region, and a classification label added to each annotation region, and the annotation area is marked out for the pathological image; evaluating the consistency of the K groups of annotation classification information to obtain evaluation information representing the consistency; and if the consistency represented by the evaluation information is higher than a preset standard, feeding back the annotation classification result to the user with the rechecking permission, wherein the annotation classification result is determined according to the K groups of annotation classification information.

Description

technical field [0001] The invention relates to the field of pathological image processing, in particular to a pathological image processing method, device, electronic equipment and storage medium. Background technique [0002] Due to the development of artificial intelligence technology, using artificial intelligence technology to solve complex medical image recognition problems has great clinical application value. The use of machines to analyze pathological images has high repeatability, can quantitative or semi-quantitative analysis results, and can reduce the repetitive work of pathologists, assisting pathologists to improve the accuracy and reliability of results. Among them, if it is necessary to classify tissues and cells in pathological images through deep learning methods, a large number of labeled images are required as training sets to train deep learning models. [0003] Among them, the work of manual labeling and classification is complicated. In the existing ...

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Application Information

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IPC IPC(8): G16H30/40G06K9/62G06F17/16
CPCG16H30/40G06F17/16G06T2207/30004G06F18/24
Inventor 陈培林邢艺释叶亦舟李梦道
Owner 3D BIOMEDICINE SCI & TECH CO LTD
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