Unlock instant, AI-driven research and patent intelligence for your innovation.

Medical image processing method and device for brain centerline detection, equipment and storage medium

A medical image and processing method technology, applied in the field of image processing, can solve problems such as poor image processing accuracy, and achieve the effect of solving poor accuracy

Active Publication Date: 2019-11-12
HANGZHOU SHENRUI BOLIAN TECH CO LTD +1
View PDF7 Cites 6 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide a medical image processing method, device, equipment, and storage medium for brain midline detection to solve the problem of poor image processing accuracy for brain midline detection

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
  • Medical image processing method and device for brain centerline detection, equipment and storage medium
  • Medical image processing method and device for brain centerline detection, equipment and storage medium
  • Medical image processing method and device for brain centerline detection, equipment and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0031] 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 protection scope of this application.

[0032] It should be noted that the terms "first" and "second" in the specification and claims of the present application and the above drawings are used to distinguish similar objects, but not necessarily to describe a specific order or sequence. It should be understood that the data so used are interchangeable under appropriate circumstances for the embo...

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 discloses a medical image processing method and device for brain centerline detection, equipment and a storage medium. The method comprises: inputting a CT image, and obtaining a standardized image after image standardization; performing training through the standardized image to obtain a midline segmentation network; and outputting a center line detection result according to the center line segmentation network. The technical problem of poor image processing accuracy of brain centerline detection is solved. More excellent midline segmentation performance can be obtained, and good generalization capability can be achieved. In addition, the method and device can be beneficial to clinical diagnosis and prognosis treatment of stroke and traumatic brain injury by neurosurgeons and neuroradiological practitioners. By applying for image standardization, the performance of image processing is greatly improved.

Description

technical field [0001] This application relates to the field of image processing, in particular, to a medical image processing method, device, equipment, and storage medium for brain midline detection. Background technique [0002] Stroke and traumatic brain injury are the leading causes of adult disability and death. Midline structures on unenhanced CT images are often associated with high intracranial pressure and can provide a wealth of information for physicians to assess the severity of stroke or traumatic brain injury. [0003] The inventors found that some traditional brain midline detection and recognition methods mainly define some key points through the anatomical information of the human brain, and fit the structure of the midline in the image by detecting these key points. However, in some severe cases, the pre-defined key points are usually difficult or impossible to find on the image. At the same time, the midline structure fitted by the key points is usually ...

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): G06T7/11G16H30/20
CPCG06T7/11G16H30/20G06T2207/10081
Inventor 梁孔明潘成伟李秀丽卢光明俞益洲
Owner HANGZHOU SHENRUI BOLIAN TECH CO LTD