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Medical image quality control method and computer readable storage medium

A quality control method and medical image technology, applied in the field of image processing, can solve problems such as low efficiency

Pending Publication Date: 2020-09-08
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] Based on this, it is necessary to provide a medical image quality control method and a computer-readable storage medium for the problem of low efficiency of medical image quality control results in traditional technologies

Method used

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  • Medical image quality control method and computer readable storage medium
  • Medical image quality control method and computer readable storage medium
  • Medical image quality control method and computer readable storage medium

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Embodiment Construction

[0067] 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.

[0068] The quality control method for medical images provided by the embodiment of the present application can be applied to such as figure 1 computer equipment shown. The computer device includes a processor and a memory connected through a system bus, and a computer program is stored in the memory. When the processor executes the computer program, the steps of the following method embodiments can be performed. Optionally, the computer device may also include a communication interface, a display screen and an input device. Wherein, the processor of the computer device i...

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Abstract

The invention relates to a medical image quality control method and a computer readable storage medium. The method comprises the following steps: acquiring an X-ray knee joint image, wherein the X-rayknee joint image comprises an orthotopic knee joint image and / or a lateral knee joint image; inputting the X-ray knee joint image into an image segmentation model to obtain an image segmentation result; wherein the image segmentation result comprises an orthotopic image segmentation result and / or a lateral image segmentation result, and the image segmentation result comprises at least one of a thighbone mask, a fibula mask, a tibia mask, a patella mask and a knee joint gap mask; and calculating a quantification result of the X-ray knee joint image under the first quality index based on the image segmentation result; wherein the first quality index is used for representing whether the shooting position of each tissue in the X-ray knee joint image is standard. According to the method, the efficiency of the quality control process of the medical image is greatly improved; and meanwhile, the accuracy of the obtained image segmentation result is greatly improved, so that the accuracy of the quality quantification result of the X-ray knee joint image is improved.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to a method for quality control of medical images and a computer-readable storage medium. Background technique [0002] With the continuous development of the medical industry, the continuous improvement of the social medical system and the improvement of people's living standards, the number of daily inspections in the hospital is gradually increasing. Due to the relatively low price of digital radiography (Digital Radiography, DR) equipment and relatively fast inspection steps, the number of X-ray inspections is also in a stage of rapid growth. In the X-ray examination of the knee joint, due to the limited number of shooting technicians and the uneven operation level, the image quality of the knee joint is often poor, which affects the doctor's later diagnosis; When the quality of images taken by lower-level hospitals is poor and affects diagnosis, patients wil...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11G06T7/136G06T7/194A61B6/00
CPCG06T7/0012G06T7/11G06T7/136G06T7/194A61B6/58G06T2207/10081G06T2207/20081G06T2207/20084G06T2207/30008G06T2207/30168
Inventor 伍吉兵郑介志
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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