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Target area image segmentation system and device

An image segmentation and target area technology, applied in the field of image processing, can solve problems such as time-consuming, large differences, and cumbersome delineation process, and achieve improved accuracy, rapid and accurate acquisition, and cumbersome and time-consuming solution process. Effect

Active Publication Date: 2019-08-13
SHANGHAI UNITED IMAGING HEALTHCARE
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In particular, the accuracy of the delineation of the target area, which is closely related to the above methods, will directly affect the therapeutic effect
Due to the large differences in the target volume of each patient, doctors need to manually outline the target volume on the target volume image, but the delineation process is too cumbersome and time-consuming

Method used

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  • Target area image segmentation system and device
  • Target area image segmentation system and device

Examples

Experimental program
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Embodiment 1

[0041] figure 1 It is a flow chart of steps configured by a processor in a target area image segmentation system provided in Embodiment 1 of the present invention. This embodiment is applicable to the case of segmenting a target area in an image, especially applicable to the case of segmenting each target area in an image separately. The method can be executed by the target region image segmentation device provided in the embodiment of the present invention, the device can be realized by software and / or hardware, and the device can be configured in the processor of the target region image segmentation system provided in the embodiment of the present invention .

[0042] see figure 1 , the target area image segmentation system provided by the embodiment of the present invention may include a processor, and the processor may be configured as the following steps:

[0043] S110. Acquire an image of a target object, and information of a target region to be segmented included in ...

Embodiment 2

[0061] figure 2 It is a flow chart of the steps configured by the processor in the target region image segmentation system provided in the second embodiment of the present invention. This embodiment is optimized on the basis of the above-mentioned technical solutions. In this embodiment, optionally, the above-mentioned processor may also be configured to: obtain the historical image of the historical object, and the historical segmented image of each historical sub-region in the historical object, and use the historical image and the historical segmented image as A set of training samples; the original neural network model is trained based on multiple training samples to obtain a target segmentation model for each historical sub-region. Wherein, explanations of terms that are the same as or corresponding to the above embodiments are not repeated here.

[0062] Such as figure 2 As shown, the processor of this embodiment can be configured as the following steps:

[0063] S...

Embodiment 3

[0074] image 3The structural block diagram of the target area segmentation image device provided by the third embodiment of the present invention, the device is configured in the processor, and the processor is configured in the target area image segmentation system provided in any of the above embodiments, then the device can be used To execute the steps configured by the processor in the target region image segmentation system. The device and the target region image segmentation system of the above embodiments belong to the same inventive concept. For details not described in detail in the embodiments of the target region image segmentation device, you can refer to the above embodiments of the target region image segmentation system. see image 3 , the device may specifically include: a data acquisition module 310 , a model determination module 320 and an image segmentation module 330 .

[0075] Wherein, the data acquisition module 310 is used to acquire the image of the ...

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Abstract

The embodiment of the invention discloses a target area image segmentation system and device. The system may comprise: a processor configured to: obtain an image of a target object and information ofa to-be-segmented target region included in the image; determining at least one target region segmentation model according to the information of the target region to be segmented, wherein each targetregion segmentation model in the at least one target region segmentation model is used for segmenting different sub-regions; and inputting the image into each target region segmentation model to obtain a segmented image of each sub-region, and determining the target region segmented image of the target object according to the segmented image of each sub-region. According to the technical scheme provided by the embodiment of the invention, each target region segmentation model can be flexibly combined according to the information of the target region to be segmented, so that the target region segmentation image can be obtained more quickly and accurately, and the problems of complicated process and long consumed time caused by manual target region sketching on the image by a doctor are effectively solved.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of image processing, and in particular to a system and device for image segmentation of a target region. Background technique [0002] Radiation therapy, chemical drug therapy, and surgical therapy are the main means of tumor treatment. In particular, the accuracy of the delineation of the target area, which is closely related to the above methods, will directly affect the therapeutic effect. Due to the large differences in the target volume of each patient, doctors need to manually outline the target volume on the target volume image, but the delineation process is too cumbersome and time-consuming. Contents of the invention [0003] Embodiments of the present invention provide a target region image segmentation system and device, which can automatically segment an image according to the specificity of the target region of the target object, and obtain the target region segmented im...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/11G16H30/40
CPCG06T2207/30096G06T7/11G16H30/40
Inventor 周婧劼王章龙韩妙飞
Owner SHANGHAI UNITED IMAGING HEALTHCARE
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