Medical image segmentation method, device, equipment and system and computer storage medium

A medical image, a technology to be segmented, applied in the field of medical image processing, to achieve the effect of improving accuracy

Pending Publication Date: 2021-03-02
RAYCAN TECH CO LTD SU ZHOU
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the embodiment of the present application is to provide a medical image segmentation method, device, equipment, system and computer-readable storage medium to solve at least one problem existing in the prior art

Method used

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  • Medical image segmentation method, device, equipment and system and computer storage medium
  • Medical image segmentation method, device, equipment and system and computer storage medium
  • Medical image segmentation method, device, equipment and system and computer storage medium

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Embodiment Construction

[0082] The technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only used to explain a part of the embodiments of the present application, not all Examples are not intended to limit the scope of the application or the claims. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the scope of protection of this application.

[0083] It should be noted that when an element is referred to as being “disposed on” another element, it may be directly disposed on the other element or there may also be an intervening element. When an element is referred to as being "connected / coupled" to another element, it can be directly connected / coupled to the other element or intervening elements...

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Abstract

The embodiment of the invention discloses a medical image segmentation method, device, equipment and system, and a computer storage medium. The method can comprise the steps of calling a target detection model to detect a candidate region where a target organ is located from a to-be-segmented medical image; calling a target positioning model different from the neural network model to position a final area where the target organ is located from the candidate areas; and calling a target segmentation model different from the neural network model to segment the final region to obtain a segmentation result of the target organ. By utilizing the technical scheme provided by the invention, full-automatic segmentation of the medical image can be realized, and a doctor can be helped to diagnose.

Description

technical field [0001] The present application relates to the technical field of medical image processing, in particular to a medical image segmentation method, device, equipment, system and computer-readable storage medium. Background technique [0002] The descriptions in this section merely provide background information related to the disclosure in this application and may not constitute prior art. [0003] Medical image segmentation is a complex and critical step in the field of medical image processing and analysis. Its purpose is to segment medical images with some special meanings and extract relevant features to provide reliable basis for clinical diagnosis and pathology research. , to assist doctors to make a more accurate diagnosis. Due to the complexity of the medical image itself, it is necessary to solve a series of problems such as the uneven gray level of the tissue and individual differences in the segmentation process, so the general image segmentation met...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/11G06T7/13G06T7/136G06T7/70G06K9/62
CPCG06T7/11G06T7/13G06T7/136G06T7/70G06T2207/10072G06T2207/20081G06T2207/20084G06T2207/20101G06T2207/20156G06T2207/30004G06T2207/30084G06F18/23213
Inventor 高杰临黎静邓胡川丁瑞鹏
Owner RAYCAN TECH CO LTD SU ZHOU
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