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Analysis system, method, device and medium for fusing CT images and personalized information

A CT image and analysis system technology, applied in the field of image processing, can solve the problem of inaccurate analysis results, achieve the effects of accurate analysis results, improve extraction accuracy, and enhance interpretability

Active Publication Date: 2022-03-18
TSINGHUA UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide an analysis system, method, device and medium for fusing CT images and personalized information, so as to solve the problem that the analysis results of the analysis system in the prior art are not accurate enough

Method used

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  • Analysis system, method, device and medium for fusing CT images and personalized information
  • Analysis system, method, device and medium for fusing CT images and personalized information

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Embodiment Construction

[0021] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the accompanying drawings in the embodiments of the present invention:

[0022] figure 1 It schematically shows the structure of the analysis system for fusing CT images and personalized information of the present invention, and also shows the flow trend of the analysis method. An analysis system for fusing CT images and personalized information provided by an embodiment of the present invention includes: an image preprocessing unit 1 , a personal information integration unit 2 , an image network unit 3 , and a fusion analysis network unit 4 . Such as figure 1 As shown, the system also includes: an image feature visualization unit 5 and a personality information visualization unit 6 .

[0023] When the above-mentioned analysis system for fusing CT images and personalized information is used for analysis, the following steps are inc...

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Abstract

The invention belongs to the technical field of image processing, and discloses an analysis system, method, device and medium for fusing CT images and personalized information. The system includes: an image preprocessing unit, which is used to preprocess the input original CT image to obtain the preprocessed lesion image; a personality information integration unit, which is used to collect and integrate the patient's personal information, and extract the personal information feature vector; The image network unit is used to input the preprocessed lesion image into the deep image network for supervised learning, training and extraction of image feature vectors; the fusion analysis network unit is used to perform the personal information feature vector and the image feature vector Splicing, input fusion analysis network, training output analysis results. The invention can solve the problem that the analysis results based on the CT image analysis system in the prior art are not accurate enough.

Description

technical field [0001] The invention relates to the technical field of image processing, in particular to an analysis system, device and storage medium for fusing CT images and personalized information. Background technique [0002] Cancer is currently the number one major and complex disease among various causes of death in my country. In medicine, cancer refers to malignant tumors arising from epithelial tissue. Generally speaking, what we call "cancer" refers to all malignant tumors. Cancer has the characteristics of uncontrolled cell growth and unlimited division, escape from programmed cell death, and possible invasion or metastasis to other organs. The occurrence of cancer is a complex physiological process with multiple factors and multiple steps. At present, there are more than 200 known cancer types, and they contain even more subtypes. According to the different degrees of development of malignant tumors, people divide them into different stages. At present, the...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06T5/50G06T7/00G06N3/04
CPCG06T5/50G06T7/0012G06T2207/10081G06T2207/20084G06N3/045
Inventor 张学工李想之方翔路海明
Owner TSINGHUA UNIV
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