Rib image detection method, computer equipment and storage medium

A technology of image detection and ribs, applied in the field of image processing, can solve the problems of time-consuming detection process and inaccurate detection results

Pending Publication Date: 2020-04-28
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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  • Abstract
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Problems solved by technology

[0004] However, using the above technology to detect ribs, there are problems that the detection process is time-consuming and the detection results are inaccurate.

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  • Rib image detection method, computer equipment and storage medium
  • Rib image detection method, computer equipment and storage medium
  • Rib image detection method, computer equipment and storage medium

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Embodiment Construction

[0042] 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.

[0043] At present, the diagnosis of rib diseases is a very important aspect of clinical chest diagnosis and treatment. In this regard, many research groups and manufacturers have developed many systems for rib disease detection. However, on the one hand, ribs are oblique and curved tubular structures. The rib area is very small, and it is difficult to effectively separate the rib area from other areas. On the other hand, the proportion of the real lesion area on the rib is relatively small. When detecting ribs, scanning equipment is usually used to scan human ribs. Scan, a...

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Abstract

The invention relates to a rib image detection method, computer equipment and a storage medium. The method comprises: obtaining an original medical image, wherein the original medical image comprisesribs; carrying out expansion processing on a rib in the original medical image to obtain an expanded image of the rib; inputting the expanded image of the rib into a first neural network model for processing to obtain a candidate position of a region of interest; performing region division on the original medical image according to the candidate position of the region of interest to obtain a candidate image region, wherein the candidate image area is an image area including a candidate position of the region of interest on the original medical image; and inputting the candidate image region into a second neural network model for processing to obtain a target position of the region of interest. By adopting the method, the detection time can be saved and the detection accuracy can be improved.

Description

technical field [0001] The present application relates to the technical field of image processing, in particular to a rib image detection method, computer equipment and storage media. Background technique [0002] The rib is a small curved bone, which is the bony support of the thorax. The front side is connected to the sternum, and the back side is connected to the thoracic vertebrae. It can protect the chest cavity, lung cavity and heart of the human body. It is very important for other organs of the human body, and it is so, the detection of ribs is particularly important. [0003] In the related art, when ribs are detected, a scanning device is usually used to scan human ribs, and then the scanned data is reconstructed to obtain a rib image, and then the obtained rib image is input into a neural network model for processing to obtain whether the rib is result of disease. [0004] However, using the above technology to detect ribs, there are problems that the detection ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06T7/11
CPCG06T7/0012G06T7/11G06T2207/20081G06T2207/20084G06T2207/30008
Inventor 宋燕丽宣锴吴迪嘉
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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