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Artificial intelligence-based medication recommendation method and apparatus, electronic device and medium

A technology of artificial intelligence and recommendation method, which is applied in the field of digital medical care, can solve the problems of unsupported dialect recognition, recommendation, lack, etc., and achieve the effect of improving accuracy and security, improving accuracy, and improving correctness

Pending Publication Date: 2021-01-12
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

[0002] At present, the basic medical conditions are lacking, and it is extremely difficult for patients to seek medical treatment. In particular, most of the patients are illiterate, cannot speak Mandarin, or even only dialect. There is technology to recommend medicines by assigning doctors in pharmacies, but the doctors in rural pharmacies may not be professional business personnel. For specific diseases and medications, whether there is any interaction between medicines is not known at all, and it is impossible to make correct drug recommendations, resulting in The patient's disease cannot be treated correctly and in a timely manner
[0003] In addition, for patients who can only speak dialects, the existing online voice recommendation medicines only recognize Mandarin and do not support dialect recognition. The accuracy of recognizing the voice information input by patients is low, resulting in low accuracy of drug recommendations

Method used

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  • Artificial intelligence-based medication recommendation method and apparatus, electronic device and medium
  • Artificial intelligence-based medication recommendation method and apparatus, electronic device and medium
  • Artificial intelligence-based medication recommendation method and apparatus, electronic device and medium

Examples

Experimental program
Comparison scheme
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Embodiment 1

[0057] figure 1 It is a flow chart of the artificial intelligence-based medication recommendation method provided by Embodiment 1 of the present invention.

[0058] In this embodiment, the artificial intelligence-based medication recommendation method can be applied to electronic equipment. For electronic equipment that needs to recommend medication, the artificial intelligence-based medication provided by the method of the present invention can be directly integrated on the electronic equipment. Recommended functions, or run in the electronic device in the form of a software development kit (Software Development Kit, SKD).

[0059] Such as figure 1 As shown, the artificial intelligence-based medication recommendation method specifically includes the following steps. According to different requirements, the order of the steps in the flow chart can be changed, and some of them can be omitted.

[0060] S11, in response to the patient's medication recommendation request, receivin...

Embodiment 2

[0124] figure 2 It is a structural diagram of an artificial intelligence-based medication recommendation device provided in Embodiment 2 of the present invention.

[0125] In some embodiments, the artificial intelligence-based medication recommendation device 20 may include a plurality of functional modules composed of program code segments. The program codes of each program segment in the artificial intelligence-based medication recommendation device 20 can be stored in the memory of the electronic device, and executed by the at least one processor to execute (see for details figure 1 Description) AI-based medication recommendation function.

[0126] In this embodiment, the artificial intelligence-based medication recommendation device 20 can be divided into multiple functional modules according to the functions it performs. The functional modules may include: a receiving module 201 , an input module 202 , an identification module 203 , a determination module 204 , a detec...

Embodiment 3

[0186] refer to image 3 As shown in , it is a schematic structural diagram of the electronic device provided by Embodiment 3 of the present invention. In a preferred embodiment of the present invention, the electronic device 3 includes a memory 31 , at least one processor 32 , at least one communication bus 33 and a transceiver 34 .

[0187] Those skilled in the art should understand that, image 3 The structure of the electronic device shown does not constitute a limitation of the embodiment of the present invention, it can be a bus structure or a star structure, and the electronic device 3 can also include more or less other hardware than shown in the figure Or software, or a different arrangement of components.

[0188] In some embodiments, the electronic device 3 is an electronic device that can automatically perform numerical calculation and / or information processing according to preset or stored instructions, and its hardware includes but not limited to microprocessor...

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Abstract

The invention relates to the technical field of digital medical treatment, and provides an artificial intelligence-based medication recommendation method and apparatus, an electronic device and a medium. The method comprises the steps of receiving voice information input by a patient, inputting the voice information into a dialect recognition model corresponding to a dialect type, and outputting target text information, performing entity identification on the target text information to obtain an entity identification result; determining an initial medication recommendation list according to the entity identification result and the drug knowledge graph; performing safe medication detection on all medicines in the initial medication recommendation list according to a plurality of preset safemedication detection rules to obtain a final medication recommendation list; generating a target medication list of the patient when a confirmation operation of the patient on the final medication recommendation list is received. According to the method, the voice information of the patient is input into the corresponding dialect recognition model for recognition, the recognized entity is input into the medicine knowledge graph to screen out the recommended medicine, and therefore the accuracy of medicine recommendation is improved.

Description

technical field [0001] The invention relates to the technical field of digital medical treatment, in particular to an artificial intelligence-based medication recommendation method, device, electronic equipment and medium. Background technique [0002] At present, the basic medical conditions are lacking, and it is extremely difficult for patients to seek medical treatment. In particular, most of the patients are illiterate, cannot speak Mandarin, or even only dialect. There is technology to recommend medicines by assigning doctors in pharmacies, but the doctors in rural pharmacies may not be professional business personnel. For specific diseases and medications, whether there is any interaction between medicines is not known at all, and it is impossible to make correct drug recommendations, resulting in Patients' diseases cannot be treated correctly and in a timely manner. [0003] In addition, for patients who can only speak dialects, the existing online voice drug recomm...

Claims

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Application Information

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IPC IPC(8): G06F16/36G06F16/33G06F16/335G06F16/9535G06F16/958G06F40/295G10L15/00G10L15/22
CPCG06F16/367G06F16/3343G06F16/335G06F16/9535G06F16/958G06F40/295G10L15/005G10L15/22
Inventor 伍志强
Owner 深圳平安智慧医健科技有限公司
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