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

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

Active Publication Date: 2022-04-01
HANGZHOU SHENRUI BOLIAN TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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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, so as to solve the problem of poor image processing accuracy for brain midline detection

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

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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 scope of protection of this application.

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

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Abstract

The present application discloses a medical image processing method, device, equipment, and storage medium for brain midline detection. The method includes inputting a CT image, and obtaining a standardized image after image standardization; training a midline segmentation network through the standardized image; and outputting a midline detection result according to the midline segmentation network. The present application solves the technical problem of poor image processing accuracy for brain midline detection. Through this application, better midline segmentation performance and good generalization ability can be obtained. In addition, the present application may benefit neurosurgeons and neuroradiologists in the clinical diagnosis and prognostic treatment of stroke and traumatic brain injury. By applying image normalization, the performance of image processing is greatly improved.

Description

technical field [0001] The present 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 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 serious 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 usua...

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Application Information

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Patent Type & Authority Patents(China)
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