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Image quantization method, computer equipment and storage medium

An image quantification and image technology, applied in the field of image processing, can solve the problem of low detection accuracy

Active Publication Date: 2020-05-08
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0004] However, the above-mentioned technology has the problem of low detection accuracy.

Method used

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  • Image quantization method, computer equipment and storage medium
  • Image quantization method, computer equipment and storage medium
  • Image quantization method, computer equipment and storage medium

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Embodiment Construction

[0029] 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.

[0030] Pneumonia refers to inflammation caused by pathogenic microorganisms, allergies and other factors. In severe cases, it may endanger human health. Therefore, the detection of pneumonia is very important. When the prior art detects pneumonia, it generally measures clinical parameters such as the subject's disturbance of consciousness and blood pressure, and comprehensively considers whether the subject has lungs and the severity of pneumonia according to the measurement results. However, the prior art During the measurement process, the problem of low detection accura...

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Abstract

The invention relates to an image quantization method, computer equipment and a storage medium. The method comprises the following steps: segmenting a medical image of a to-be-detected object to obtain a first class segmented image and a second class segmented image, wherein the first class segmented image comprises at least one first region of interest, and the second type segmented image comprises second regions of interest corresponding to the first regions of interest; determining feature data corresponding to each second region of interest according to the at least one first region of interest and the second region of interest corresponding to each first region of interest, wherein the feature data is used for representing the distribution condition of each second region of interest;and determining a quantized value corresponding to the medical image according to the feature data corresponding to each second region of interest and the clinical feature data of the to-be-detected object, wherein the clinical feature data is data obtained after clinical detection is conducted on the to-be-detected object, and the quantized value is used for indicating the severity degree of pulmonary infection on the medical image. The method can improve the detection precision.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to an image quantization method, computer equipment and storage media. Background technique [0002] Pneumonia is an inflammation of the terminal trachea, alveoli, and interstitium of the lungs caused by pathogenic microorganisms, immune damage, allergies, physical and chemical factors, and drugs. Severe pneumonia may endanger human life and health. Therefore, it is particularly important to detect pneumonia. important. [0003] In related technologies, when detecting the subject's lungs, it is mostly through the analysis of the medical images of the subject to obtain the conclusion whether there is a lesion in the subject's lungs, but currently the Whether pneumonia is produced in the lungs of the subject, and when judging the severity of the subject's pneumonia, most of the clinical manifestations such as disturbance of consciousness, blood pressure, and respir...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11
CPCG06T7/0012G06T7/11G06T2207/30061
Inventor 杨燕平高耀宗
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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