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Diagnosis and treatment scheme recommendation method and device

A technology of diagnosis and treatment plan and recommendation method, applied in the fields of medical data mining, medical automatic diagnosis, computer-aided medical procedures, etc., can solve the problems of low accuracy of diagnosis and treatment plan recommendation, incomplete plan recommendation, etc. full effect

Pending Publication Date: 2022-04-19
云南联合视觉科技有限公司
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Problems solved by technology

[0005] In view of this, the present invention provides a method and device for recommending a diagnosis and treatment plan, the main purpose of which is to solve the problems of low accuracy and incomplete recommendation of the current diagnosis and treatment plan

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  • Diagnosis and treatment scheme recommendation method and device
  • Diagnosis and treatment scheme recommendation method and device
  • Diagnosis and treatment scheme recommendation method and device

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Embodiment Construction

[0042] Various aspects and features of the present application are described herein with reference to the accompanying drawings.

[0043] It should be understood that various modifications may be made to the embodiments applied for herein. Accordingly, the above description should not be viewed as limiting, but only as exemplifications of embodiments. Those skilled in the art will envision other modifications within the scope and spirit of the application.

[0044] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments of the application and, together with the general description of the application given above and the detailed description of the embodiments given below, serve to explain the embodiments of the application. principle.

[0045] These and other characteristics of the present application will become apparent from the following description of preferred forms of embodiment given as non-limiting examp...

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Abstract

The invention discloses a diagnosis and treatment scheme recommendation method and apparatus. The method comprises the steps of obtaining case features corresponding to various disease types, first medication features corresponding to the various disease types and second medication features corresponding to the various disease types based on a plurality of historical case data; performing model training based on the case features, the first drug use features and the second drug use features to obtain a target autoregression flow model; and at least based on the target autoregressive flow model, performing diagnosis and treatment scheme recommendation on the vital sign data of the target patient to obtain one or more of a target disease type, a target first medication scheme and a target second medication scheme. According to the method and the device, diagnosis and treatment plans can be recommended to the patient more accurately and comprehensively.

Description

technical field [0001] The present application relates to the technical field of diagnosis and treatment plan recommendation, in particular to a method and device for recommending a diagnosis and treatment plan. Background technique [0002] With the introduction of the concept of computational medicine, the use of artificial intelligence technology to solve medical data analysis problems is becoming more and more popular. Using computers to analyze the diagnosis and treatment plans of a large number of patients, and then recommend similar cases of target patients to doctors based on the analysis results, which can provide doctors with auxiliary medical decisions. [0003] At present, the methods for similar case recommendation can be divided into two categories: 1) manual feature methods based on information retrieval; 2) deep feature methods based on word vector learning. For manual features, it usually exhibits faster processing speed, but due to the lack of semantic min...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/20G16H50/70G16H70/40G06K9/62
CPCG16H50/20G16H50/70G16H70/40G06F18/241
Inventor 陶大鹏武艺强
Owner 云南联合视觉科技有限公司
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