Medical image processing system
A medical image and processing system technology, applied in the field of medical image processing system, can solve problems such as low efficiency, inability to make accurate analysis and judgment, poor reliability, etc., and achieve the effect of wide application value
Active Publication Date: 2021-08-13
国家超级计算天津中心
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[0003] However, for some diseases that still have some similarities in imaging manifestations, the common image features, such as the global pandemic of new coronary pneumonia that began in 2020, and other viral pneumonia, organizing pneumonia, eosinophilic pneumonia, etc. There is still a certain similarity in medical performance, with some of the same image features, the existing medical image processing technology can not make accurate analysis and judgment, low efficiency and poor reliability
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[0019] In order to further explain the technical means and effects of the present invention to achieve the intended purpose of the invention, the specific implementation and effects of a medical image processing system proposed according to the present invention will be described in detail below in conjunction with the accompanying drawings and preferred embodiments. The description is as follows.
[0020] An embodiment of the present invention provides a medical image processing system, such as figure 1 As shown, it includes a picture acquisition module 1, a picture preprocessing module 2, a first analysis module 3, a second analysis module 4 and a determination module 5, wherein the picture acquisition module 1 is used to acquire medical imaging images to be processed, and the medical The imaging image may be a CT image of a human tissue, an MRI image of a human tissue, etc., such as a CT image of a lung, an MRI image of a brain, which is not limited herein. The image pre-p...
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The invention relates to a medical image processing system, and the system comprises an image obtaining module which is used for obtaining a to-be-processed medical image; an image preprocessing module which is used for extracting a to-be-analyzed area image from the to-be-processed medical image and sending the to-be-analyzed area image to a first analysis module and a second analysis module respectively; the first analysis module which is used for performing medical image analysis on the to-be-analyzed area image to obtain a first analysis result, and sending the first analysis result to a judgment module; the second analysis module which is used for inputting the to-be-analyzed area image into a preset image classifier to obtain a second analysis result and sending the second analysis result to the judgment module; and the judgment module which is used for generating a final analysis result based on the first analysis result and the second analysis result. According to the invention, the medical image can be accurately analyzed and judged.
Description
technical field [0001] The invention relates to the technical field of image processing, in particular to a medical image processing system. Background technique [0002] With the continuous development and progress of medical imaging technology and computer technology, medical image analysis has become an indispensable tool and technical means in medical research, clinical disease diagnosis and treatment. The corresponding treatment results can provide reference for subsequent treatment. As an effective means of big data processing, artificial intelligence, especially deep learning, has been widely used in medical imaging research in recent years. [0003] However, for some diseases that still have some similarities in imaging manifestations, the common image features, such as the global pandemic of new coronary pneumonia that began in 2020, and other viral pneumonia, organizing pneumonia, eosinophilic pneumonia, etc. There are still certain similarities in medical perfor...
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IPC IPC(8): G06T7/00G06T7/11G06T7/136G16H30/20G06K9/62
CPCG06T7/0012G06T7/11G06T7/136G16H30/20G06T2207/10081G06T2207/10088G06T2207/20036G06T2207/30061G06F18/24
Inventor 康波孟祥飞郭佳
Owner 国家超级计算天津中心