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Intelligent medical system

A medical system and intelligent technology, applied in image enhancement, instrumentation, image data processing, etc., can solve problems such as inability to provide organ function information, inability to display details of brain structure and morphology, etc., to achieve the effect of improving accuracy and ensuring health

Inactive Publication Date: 2022-06-21
上海梦栀海文化传媒有限公司
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AI Technical Summary

Problems solved by technology

Structural imaging can clearly reflect the structural shape of an organ, but cannot provide functional information of an organ, while functional imaging can accurately provide metabolic information and real-time activities of an organ, but cannot reveal the structural and morphological details of the brain

Method used

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Embodiment Construction

[0043] Hereinafter, exemplary embodiments according to the present application will be described in detail with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments of the present application, and it should be understood that the present application is not limited by the example embodiments described herein.

[0044] Scenario overview

[0045] As mentioned earlier, at present, brain imaging technology is an important means to study the brain. The imaging methods of brain imaging technology mainly include structural imaging and functional imaging.

[0046] Structural imaging can clearly reflect the structural morphology of organs, but cannot provide functional information of organs, while functional imaging can accurately provide metabolic information and real-time activities of organs, but cannot reveal the structural and morphological details of the brain....

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Abstract

The invention relates to the field of smart medical treatment, and particularly discloses a smart medical system which extracts local features of a brain image of a patient through the mth layer and the last layer of a shallow layer of a convolutional neural network serving as a feature map extractor, thereby obtaining a first feature map and a second feature map, and further using a convolutional neural network as a feature descriptor to enhance the expression of the shallow features of the first feature map, and performing singular value decomposition-based dimensionality reduction on the second feature map to pay attention to the dimensionality difference between the two feature maps, thereby improving the classification accuracy. Therefore, the abnormal region in the brain image of the patient can be accurately detected and judged, so that the health of the patient is ensured.

Description

technical field [0001] The present invention relates to the field of smart medical care, and more particularly, to a smart medical system. Background technique [0002] At present, brain imaging technology is an important means to study the brain. The imaging methods of brain imaging technology mainly include structural imaging and functional imaging. Structural imaging can clearly reflect the structural morphology of organs, but cannot provide functional information of organs, while functional imaging can accurately provide metabolic information and real-time activities of organs, but cannot reveal the structural and morphological details of the brain. [0003] Therefore, it is expected that a smart medical system can comprehensively use information to detect and judge abnormal areas in patients' brain images, thereby ensuring the health of patients. SUMMARY OF THE INVENTION [0004] In order to solve the above technical problems, the present application is made. The e...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06T7/00G06N3/08G06N3/04G06K9/62G06V10/764G06V10/44G06V10/82
CPCG06T7/0012G06N3/08G06T2207/20081G06T2207/30016G06N3/045G06F18/2415
Inventor 刘盼
Owner 上海梦栀海文化传媒有限公司
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