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Three-dimensional image processing method, image processing model training method and medium

A three-dimensional image and image processing technology, applied in character and pattern recognition, instruments, computer parts, etc., to achieve the effect of high complexity, long time, and reduced workload of personnel

Pending Publication Date: 2020-05-29
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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Problems solved by technology

[0004] The present application provides a three-dimensional image processing method, image processing model training method and medium to solve at least one of the above technical problems

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  • Three-dimensional image processing method, image processing model training method and medium
  • Three-dimensional image processing method, image processing model training method and medium
  • Three-dimensional image processing method, image processing model training method and medium

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Embodiment Construction

[0049]In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is an embodiment of a part of the application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without creative efforts shall fall within the scope of protection of this application.

[0050] In order to make the purpose, technical solution and advantages of the present application clearer, the implementation manners of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0051] Please refer to figure 1 , which shows a schematic diagram of an application environment provid...

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Abstract

The invention provides a three-dimensional image processing method, an image processing model training method and a medium. The method comprises the following steps of: ; according to the image processing models of different stages; and determining at least one batch of image subsets for training from the to-be-processed three-dimensional image set, constructing a training set for training an image processing model based on the at least one batch of image subsets and the corresponding image processing result, and processing the images in the three-dimensional image set by using the trained image processing model to obtain a corresponding image processing result. Therefore, the model training efficiency can be improved, the three-dimensional image processing efficiency and accuracy are improved, and the workload of personnel is reduced.

Description

technical field [0001] The present application relates to the technical field of computer image processing, in particular to a three-dimensional image processing method, an image processing model training method and a medium. Background technique [0002] Medical image data is one of the important medical data in clinical detection and auxiliary diagnosis. At present, the analysis and processing of medical image data mainly rely on experienced doctors to complete. However, because the analysis and processing of medical image data is complex and cumbersome, especially when dealing with difficult tasks (such as brain images, pathological images) and high-dimensional medical image data (such as 3D images), the existing manual reading The methods of slice and manual sketching will not only consume a lot of manpower and time, and the processing efficiency is low, but also the accuracy and precision of the processing results will not be high due to the existence of human errors. ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06V2201/031G06F18/241G06F18/214
Inventor 张伟沈宏
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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