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A medical image recognition method, device and storage medium

A medical image and recognition method technology, applied in the field of communication, can solve the problems of missed judgment and misjudgment, large gap in medical level, inaccurate recognition results, etc., to achieve the effect of improving accuracy

Active Publication Date: 2021-11-02
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the medical level of hospitals in various regions is quite different, and doctors' judgments are highly subjective, which is prone to misjudgment and misjudgment, resulting in inaccurate recognition results

Method used

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  • A medical image recognition method, device and storage medium
  • A medical image recognition method, device and storage medium
  • A medical image recognition method, device and storage medium

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by those skilled in the art without creative efforts fall within the protection scope of the present invention.

[0054] Embodiments of the present invention provide a medical image recognition method, device and storage medium. Wherein, the medical image recognition can be integrated in a network device, and the network device can be a server, or a terminal and other devices.

[0055] Image analysis generally uses mathematical models combined with image processing technology to analyze the underlying features and superstructure, so as to extract information with certain intelligence. Th...

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Abstract

The embodiment of the present invention discloses a medical image recognition method, device and storage medium; in the embodiment of the present invention, after the medical image to be recognized is obtained, the information of the medical image can be enhanced to obtain the information enhanced map, and then the pre-defined The proposed classification model analyzes the texture and position of the target object in the medical image to obtain the target texture information and target position information, and then fuses the target texture information and target position information to obtain local feature information, and then according to the medical image The type of the target object is identified by the image, the information enhancement map and the local feature information, and a recognition result is obtained; this scheme can effectively improve the accuracy of medical image recognition.

Description

technical field [0001] The present invention relates to the field of communication technology, in particular to a medical image recognition method, device and storage medium. Background technique [0002] Stroke is an acute cerebrovascular disease, including ischemic and hemorrhagic stroke. There are 1.3 million new cases of hemorrhagic stroke every year in the country, and the fatality rate in the acute phase is 30%-40%. The causes of cerebral hemorrhage are complex and variable, including hemorrhage caused by aneurysm and hypertension, and other causes include hemorrhage caused by arteriovenous malformation, moyamoya disease and amyloidosis. The onset of this disease is characterized by acuteness, rapidity, and severity, so knowing the cause of bleeding quickly is of decisive help to the next step of treatment. [0003] At present, in clinical detection, doctors usually rely on computerized tomography (CT, Computed Tomography) images and medical record information for ju...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T7/00G06T7/11
Inventor 胡一凡郑冶枫宋睿周旋王小军胡延洋
Owner TENCENT TECH (SHENZHEN) CO LTD