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
View PDF0 Cites 10 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Based on this, it is necessary to provide a method, device, computer equipment and storage medium for classifying regi

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • 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

Examples

Experimental program
Comparison scheme
Effect test

Example Embodiment

[0038] In order to make the purpose, technical solutions and advantages of the present application more clearly understood, the present application will be described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, but not to limit the present application.

[0039] The classification method of the region of interest provided by the embodiments of the present application can be applied to, for example, figure 1 shown in the image processing system. The system includes a medical imaging device 11 and a computer device 12; the medical imaging device 11 may be a computer tomography (Computed Tomography, CT) device, a magnetic resonance imaging (Magnetic Resonance Imaging, MRI) device, a positron emission computed tomography Imaging (Positron Emission ComputedTomography, PET) equipment or other medical equipment is used to col...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

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

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
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
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap