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Traditional Chinese medicine intelligent diagnosis and treatment auxiliary system based on knowledge graph and deep learning

A technology of deep learning and knowledge graph, applied in the field of intelligent diagnosis and treatment assistance system of traditional Chinese medicine, can solve the problems of lack of scientific and efficient diagnosis and treatment assistance system

Inactive Publication Date: 2021-09-10
TECH & ENG CENT FOR SPACE UTILIZATION CHINESE ACAD OF SCI
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Problems solved by technology

[0002] At present, for the diagnosis and treatment of traditional Chinese medicine, it mainly depends on the experience of doctors, and there is a lack of scientific and efficient auxiliary system for diagnosis and treatment.

Method used

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  • Traditional Chinese medicine intelligent diagnosis and treatment auxiliary system based on knowledge graph and deep learning
  • Traditional Chinese medicine intelligent diagnosis and treatment auxiliary system based on knowledge graph and deep learning
  • Traditional Chinese medicine intelligent diagnosis and treatment auxiliary system based on knowledge graph and deep learning

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Embodiment Construction

[0012] The principles and features of the present invention will be described below in conjunction with the accompanying drawings, and the examples given are only used to explain the present invention, and are not intended to limit the scope of the present invention.

[0013] Such as figure 1 As shown, it is a schematic diagram of the structural framework provided by the embodiment of the TCM intelligent diagnosis and treatment assistance system of the present invention. The TCM intelligent diagnosis and treatment assistance system is realized based on knowledge graph and deep learning, including: data acquisition device 10, deep learning device 20, graph database 30, Relational database 40 and terminal 50, wherein:

[0014] The data acquisition device 10 is used to crawl the target data from the website of traditional Chinese medicine, and the deep learning device 20 is used to perform fusion deep learning on the target data according to the preset knowledge map relationship,...

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Abstract

The invention discloses a traditional Chinese medicine intelligent diagnosis and treatment auxiliary system and relates to the technical field of computers. A data acquisition device is used for crawling target data from a traditional Chinese medicine website, anda deep learning device is used for performing fusion deep learning on the target data according to a preset knowledge graph relationship, generating triple data, storing the triple data into a graph database, generating mapping information, and storing the mapping information into a relational database; and a terminal is used for searching the mapping information of the corresponding disease from the relational database according to the search instruction, and calling and displaying the associated triple data. The system can realize auxiliary decision making of traditional Chinese medicine diagnosis and treatment, improve the accuracy and efficiency of traditional Chinese medicine diagnosis and treatment, improve the sharing, accumulation and mining of traditional Chinese medicine knowledge and experience, assist clinical front-line doctors in intelligent diagnosis and treatment, reduce the misjudgment rate, better analyze disease phenomena, integrally understand the disease phenomena and search disease nodes for the system, search disease nodes, accurately analyze the corresponding relation between the medicine and the disease phenomenon and improving the scientific and practical basis, and have important valuein improving scientific and practical basis.

Description

technical field [0001] The invention relates to the field of computer technology, in particular to an intelligent diagnosis and treatment assistance system for traditional Chinese medicine based on knowledge graphs and deep learning. Background technique [0002] At present, for the diagnosis and treatment of traditional Chinese medicine, it mainly depends on the experience of doctors, and there is a lack of scientific and efficient diagnosis and treatment auxiliary system. Contents of the invention [0003] The technical problem to be solved by the present invention is to provide an intelligent diagnosis and treatment auxiliary system for traditional Chinese medicine based on knowledge graph and deep learning for the deficiencies of the prior art. [0004] The technical scheme that the present invention solves the problems of the technologies described above is as follows: [0005] A TCM intelligent diagnosis and treatment assistance system based on knowledge graph and d...

Claims

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Application Information

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IPC IPC(8): G16H50/20G06K9/62G06F16/951G06F16/36G06N3/04G06N3/08
CPCG16H50/20G06F16/367G06F16/951G06N3/08G06N3/044G06N3/045G06F18/2415
Inventor 谢浩于清魏华民郭丽丽白泉涌
Owner TECH & ENG CENT FOR SPACE UTILIZATION CHINESE ACAD OF SCI
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