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Region-of-interest classification method and device, computer equipment and storage medium

A technology of a region of interest and a classification method, applied in the classification method of the region of interest, computer equipment and storage media, and the field of devices, can solve problems such as low accuracy, and achieve the effect of accurate diagnosis results

Pending Publication Date: 2020-07-24
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0005] Based on this, it is necessary to provide a method, device, computer equipment and storage medium for classifying regions of interest in order to solve the problem of low diagnostic accuracy in traditional technologies aided by medical images.

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  • Region-of-interest classification method and device, computer equipment and storage medium
  • Region-of-interest classification method and device, computer equipment and storage medium
  • Region-of-interest classification method and device, computer equipment and storage medium

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Embodiment Construction

[0038] 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.

[0039] The method for classifying the region of interest provided in the embodiment of the present application can be applied to such as figure 1 shown in the image processing system. Wherein, the system includes a medical imaging device 11 and a computer device 12; the medical imaging device 11 can be a computerized tomography (Computed Tomography, CT) device, a magnetic resonance imaging (Magnetic Resonance Imaging, MRI) device, a positron emission type computed tomography Imaging (Positron Emission Computed Tomography, PET) equipment or other medical equipment are used...

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Abstract

The invention relates to a region-of-interest classification method and device, computer equipment and a storage medium. The method comprises the following steps of: acquiring a to-be-classified cardiac coronary artery image; inputting the cardiac coronary artery image into an image segmentation model to obtain a segmented image of the coronary artery in the cardiac coronary artery image; determining a region of interest in the coronary artery based on the segmented image of the coronary artery; and for a region image corresponding to the region of interest, determining a classification resultof the region of interest; wherein the classification result is used for representing the focus type and severity of the region of interest. Because the computer equipment can display the marking result and the classification result of the region of interest to a doctor for checking, the corresponding medical image is displayed, so that a better auxiliary effect can be provided in the diagnosis process of the doctor; and the classification result represents the focus type and severity of the region of interest, so that more effective focus information can be provided when a doctor is assisted, and the doctor can give a more accurate diagnosis result.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to a method, device, computer equipment and storage medium for classifying regions of interest. Background technique [0002] With the development of medical imaging equipment, doctors can use medical images to screen and diagnose diseases, such as screening cerebral hemorrhage or brain tumors through brain computerized tomography (CT), and screening lung nodules through chest CT. Coronary artery CT screening for calcification, plaque, stenosis, atherosclerosis, etc. [0003] Usually when a doctor reads a film, he checks the characteristics of the corresponding lesion in the medical image for diagnosis support. If the lesion has obvious features in the medical image, the diagnosis can be made better; but for some chronic or in the medical image If no obvious feature can be found in the image or a disease that requires multiple inspection information to support th...

Claims

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Application Information

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IPC IPC(8): G06T7/00G06T7/11G06T7/136G06K9/62
CPCG06T7/0012G06T7/11G06T7/136G06T2207/30048G06T2207/10081G06T2207/10088G06T2207/10104G06F18/24
Inventor 郭世嘉廖术
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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