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Disease examination item recommendation equipment, method and device based on artificial intelligence

An inspection item, artificial intelligence technology, applied in semantic tool creation, text database query, unstructured text data retrieval, etc., can solve problems such as patient recommendation, avoid money waste, save labor and material costs, assist diseases effect of diagnosis

Pending Publication Date: 2021-11-30
深圳平安智慧医健科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present application provides an artificial intelligence-based disease examination item recommendation device, method and device to solve the problem of how to accurately recommend corresponding examination items for patients in the prior art

Method used

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  • Disease examination item recommendation equipment, method and device based on artificial intelligence
  • Disease examination item recommendation equipment, method and device based on artificial intelligence
  • Disease examination item recommendation equipment, method and device based on artificial intelligence

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Experimental program
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Embodiment 1

[0056] figure 1 It is a schematic diagram of an artificial intelligence-based disease examination item recommendation device provided by an embodiment of the present application. The device for recommending disease examination items based on artificial intelligence in the embodiment of the present application includes, but is not limited to, servers, computers, mobile terminals, etc. in the digital medical system.

[0057] The device for recommending disease examination items based on artificial intelligence may include, but not limited to, a processor 10 and a memory 11 . Those skilled in the art can understand that, figure 1 It is only an example of the disease examination item recommendation device 1 based on artificial intelligence, and does not constitute a limitation to the disease examination item recommendation device 1 based on artificial intelligence, and may include more or less components than those shown in the illustration, or combine certain components , or di...

Embodiment 2

[0135] see figure 2 , figure 2 It is an implementation flow chart of an artificial intelligence-based method for recommending disease examination items provided by an embodiment of the present application. The execution subject of the method is as follows: figure 1 The artificial intelligence-based disease inspection item recommends equipment. like figure 2 The shown artificial intelligence-based disease inspection item recommendation method is detailed as follows:

[0136] In S201, the consultation data of the target patient is obtained.

[0137] In S202, text information matching the entity information in the preset disease knowledge graph is extracted from the medical inquiry data to obtain medical inquiry text information; wherein, the entity information in the disease knowledge graph includes disease name information, Disease symptom information and disease check item information.

[0138] In S203, determine the consultation feature vector corresponding to the con...

Embodiment 3

[0159] image 3 A schematic structural diagram of an artificial intelligence-based device for recommending disease examination items provided by an embodiment of the present application is shown. For ease of description, only the parts relevant to the embodiment of the present application are shown:

[0160] The device for recommending disease examination items based on artificial intelligence includes: a consultation data acquisition unit 31 , a consultation text information determination unit 32 , a consultation feature vector determination unit 33 and a target disease examination item determination unit 34 . in:

[0161] The consultation data acquiring unit 31 is configured to acquire the consultation data of the target patient.

[0162] The medical questioning text information determination unit 32 is used to extract text information matching the entity information in the preset disease knowledge map from the medical questioning data to obtain the medical questioning tex...

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Abstract

The invention is suitable for the technical field of artificial intelligence, and provides a disease examination item recommendation device, method and device based on artificial intelligence. The method comprises the steps that the disease examination item recommendation device based on artificial intelligence obtains inquiry data of a target patient, and extracts text information matched with the entity information in the disease knowledge graph from the inquiry data to obtain inquiry text information; an inquiry feature vector corresponding to the inquiry text information is determined in a graph convolutional layer of an inspection item recommendation model obtained based on training of the disease knowledge graph; a target disease feature vector matched with the inquiry feature vector is determined in a first classifier of the examination item recommendation model, and corresponding target disease examination item information is determined according to the target disease feature vector. According to the embodiment of the invention, the corresponding examination item can be accurately recommended for the target patient in a digital medical scene, so that subsequent disease diagnosis is effectively assisted, and the cost is saved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular to an artificial intelligence-based disease examination item recommendation device, method and device. Background technique [0002] At present, in a medical scene, when a patient visits a hospital, he or she usually checks corresponding inspection items according to the doctor's guidance, so that the doctor can make a corresponding diagnosis according to the inspection results. [0003] However, due to the variety of examination items, it is difficult for doctors to accurately determine in advance which examination items the patient needs to undergo when some patients have relatively rare symptoms. If there are too many redundant and unnecessary inspection items in the inspection items instructed by the doctor, it may cause time delay and waste of money. However, if the examination items instructed by the doctor lack some examination items closely rel...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G16H10/60G06F16/33G06F16/35G06F16/36
CPCG16H50/20G16H10/60G06F16/3344G06F16/35G06F16/367
Inventor 杨怀忠
Owner 深圳平安智慧医健科技有限公司
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