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Tumor image intelligent classification method and device and medical image processing equipment

A medical image and classification method technology, applied in the field of computer vision, can solve the problem of low tumor classification accuracy, and achieve the effect of improving classification efficiency and classification accuracy.

Active Publication Date: 2021-12-17
WUHAN ENDOANGEL MEDICAL TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] At present, it is mainly to use manual methods to determine whether there are tumors in medical images, and then to determine the disease status. Since the current method of detecting tumors in medical images depends on doctors, the accuracy of tumor classification in medical images will be low.

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  • Tumor image intelligent classification method and device and medical image processing equipment
  • Tumor image intelligent classification method and device and medical image processing equipment
  • Tumor image intelligent classification method and device and medical image processing equipment

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Embodiment Construction

[0039] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by those skilled in the art without making creative efforts belong to the scope of protection of this application.

[0040] In the description of the present application, the terms "first" and "second" are used for descriptive purposes only, and cannot be understood as indicating or implying relative importance or implicitly specifying the quantity of indicated technical features. Thus, a feature defined as "first" or "second" may explicitly or implicitly include one or more of said features. In the description of the present application, "plurality" means two or more, unless otherwise specifically defined. ...

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Abstract

The invention provides a tumor image intelligent classification method and device and medical image processing equipment. The method comprises the steps of obtaining a three-dimensional tumor medical image of a target part; obtaining a tumor area image of the three-dimensional tumor medical image through a trained tumor detection model; acquiring a vertical profile map of the three-dimensional tumor medical image according to the tumor area image; fitting tumor boundary lines in the vertical profile map, and uniformly dividing the fitted tumor boundary lines to obtain tumor boundary line segments; and analyzing the slope of each tumor boundary line segment, and determining the image type of the three-dimensional tumor medical image. By adopting the method, the classification accuracy of the tumor images can be improved, and the classification efficiency of the tumor images can also be improved.

Description

technical field [0001] The present application relates to the technical field of computer vision, in particular to a method and device for intelligent classification of tumor images, and medical image processing equipment. Background technique [0002] Computer vision (Computer Vision, CV) refers to the recognition, tracking and measurement of targets by image sensors and computers instead of humans, so that the target becomes an image that is more suitable for human observation or sent to the instrument for detection. As a scientific discipline, theories and technologies related to computer vision research attempt to build artificial intelligence systems that can obtain information from images or multidimensional data. Computer vision technology usually includes image processing, image recognition, image semantic understanding, image semantic segmentation, image retrieval, face recognition, fingerprint recognition and other technologies. [0003] In recent years, computer ...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/13G06K9/46G06K9/62
CPCG06T7/0012G06T7/13G06F18/24
Inventor 于红刚姚理文卢姿桦张丽辉
Owner WUHAN ENDOANGEL MEDICAL TECH CO LTD