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Image analysis method and device, computer equipment and storage medium

An image analysis and computer program technology, applied in the field of medical images, can solve problems such as low analysis accuracy, and achieve the effect of improving accuracy and removing background interference.

Pending Publication Date: 2020-11-06
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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Problems solved by technology

[0004] However, the traditional analysis methods for lesion areas in medical images have the problem of low analysis accuracy

Method used

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  • Image analysis method and device, computer equipment and storage medium
  • Image analysis method and device, computer equipment and storage medium
  • Image analysis method and device, computer equipment and storage medium

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Embodiment Construction

[0055] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0056] The image analysis method provided in the embodiment of the present application can be applied to such as figure 1computer equipment shown. The computer device includes a processor and a memory connected through a system bus, and a computer program is stored in the memory. When the processor executes the computer program, the steps of the following method embodiments can be performed. Optionally, the computer device may also include a network interface, a display screen and an input device. Wherein, the processor of the computer device is used to provide calculati...

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Abstract

The invention relates to an image analysis method and device, computer equipment and a storage medium. The method comprises the steps of obtaining a to-be-analyzed medical image; inputting the medicalimage into a preset segmentation network, and segmenting a region of interest in the medical image through the segmentation network to obtain a segmented image; and inputting the segmented image andthe medical image into a preset classification network to obtain an analysis result of the region of interest. By adopting the method, the accuracy of the obtained analysis result of the region of interest can be improved.

Description

technical field [0001] The present application relates to the technical field of medical images, in particular to an image analysis method, device, computer equipment and storage medium. Background technique [0002] With the development of medical imaging technology, a variety of imaging technologies including X-ray imaging have emerged. Medical imaging can accurately detect the lesion of the subject to be detected. Medical imaging has become the main means of clinical medical diagnosis. [0003] In the traditional technology, the analysis method of the lesion area in the medical image is mainly to manually determine the observation target area in the medical image, and then judge the morphological characteristics of the observation target area, so as to obtain the lesion area in the medical image. Analysis results for the region. Taking the analysis of esophageal images as an example, at present, the esophagus of the subject to be tested is mainly detected by X-ray barium...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/11G06T7/00G06K9/62
CPCG06T7/11G06T7/0012G06T2207/10081G06F18/2414G06F18/253
Inventor 张文海高耀宗
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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