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Method, device and computer-readable storage medium for image segmentation

An image segmentation and image technology, applied in the computer field, can solve problems such as unclear boundaries between organizations, troublesome and complicated, and difficult to segment

Active Publication Date: 2020-10-27
苏州六莲科技有限公司
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] Since medical images conforming to the DICOM3.0 standard are two-dimensional images based on grayscale values, elements / tissues are distinguished by different grayscales, and the influence of noise makes the boundaries between some tissues unclear, so Segmenting medical images is a troublesome and complicated task for both medical staff and scientific and technological workers. It takes a lot of time and energy to complete the segmentation of a complete organ / tissue. For workers with non-medical background , it is even more difficult to complete the work of segmentation

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  • Method, device and computer-readable storage medium for image segmentation
  • Method, device and computer-readable storage medium for image segmentation
  • Method, device and computer-readable storage medium for image segmentation

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[0023] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the accompanying drawings in the embodiments of the present disclosure. Apparently, the described embodiments are only some of the embodiments of the present disclosure, not all of them. The following description of at least one exemplary embodiment is merely illustrative in nature and in no way intended as any limitation of the disclosure, its application or uses. Based on the embodiments in the present disclosure, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present disclosure.

[0024] A method of image segmentation provided by the present disclosure will combine figure 1 to describe.

[0025] Such as figure 1 A schematic flow chart of the image segmentation method of some embodiments is shown. Including steps S101-S106:

[0026] S10...

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Abstract

The invention discloses an image segmentation method, a device and a computer-readable storage medium, which relate to the computer field, in particular to the medical image processing field. Segmentation of the medical image according to different organs / tissues to obtain a segmented image; dividing the segmented image of an organ / tissue into several layers; training image segmentation of the plurality of layers to obtain an image segmenter of the corresponding layer of the certain organ / tissue; dividing the image to be segmented into several copies; the image to be segmented is segmented byan image segmenter. The invention also provides an image segmentation device and a computer-readable storage medium. The invention utilizes an image segmenter to complete image segmentation, reduces medical personnel to participate in segmentation, and greatly improves image segmentation efficiency.

Description

【Technical field】 [0001] The present invention relates to the field of computers, in particular to an image segmentation method, device and computer-readable storage medium. [0002] 【technical background】 [0003] Digital medical image technology is one of the most important diagnostic methods in modern medicine. With the continuous development and popularization of digital medical image diagnostic technology, doctors have higher and higher requirements for medical image diagnosis. For 3D model diagrams, further quantitative analysis, simulation, and combined use with AR / VR are required. 3D reconstruction of medical images is an important technology for converting 2D images into 3D models. If quantitative analysis is required, different organs / tissues need to be segmented and reconstructed separately before quantitative analysis or simulation of organs or tissues can be performed. [0004] Since medical images conforming to the DICOM3.0 standard are two-dimensional images b...

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/11G06T7/00
CPCG06T7/0012G06T2207/10081G06T2207/10088G06T2207/10132G06T2207/20081G06T2207/30056G06T2207/30061G06T7/11
Inventor 袁新生刘继敏黄伟康莫康信张典生
Owner 苏州六莲科技有限公司