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Method, device and equipment for auxiliary diagnosis technology and storage medium

An auxiliary diagnosis and technology technology, applied in the field of medical diagnosis, can solve the problems of time-consuming and human resources, uneven professional ability of medical personnel, and different accuracy of disease diagnosis.

Pending Publication Date: 2022-07-05
中国医学科学院阜外医院深圳医院
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Problems solved by technology

[0003] In the prior art, medical personnel obtain disease classifications by analyzing and judging the patient's medical record data, which consumes a lot of time and human resources, and in view of the complexity of human diseases and the professional capabilities of medical personnel (especially grassroots medical and health institutions) The accuracy of disease diagnosis is also high and low

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  • Method, device and equipment for auxiliary diagnosis technology and storage medium
  • Method, device and equipment for auxiliary diagnosis technology and storage medium
  • Method, device and equipment for auxiliary diagnosis technology and storage medium

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Embodiment Construction

[0034] In order to make those skilled in the art better understand the solutions of the present application, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only It is a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in this application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of this application.

[0035] The terms "first", "second" and the like in the description and claims of the present application and the above drawings are used to distinguish different objects, rather than to describe a specific order. Furthermore, the terms "comprising" and "having" and any variations thereof are intended to cover non-exclusive inclusion. For ex...

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Abstract

The embodiment of the invention discloses a method and device for assisting a diagnosis technology, equipment and a storage medium, and the method comprises the following steps: obtaining all electronic medical record data related to a user based on a block chain technology, extracting characters of the electronic medical record data as text data, and storing the text data in a database; extracting a first data set in the electronic medical record data as structured data, wherein the first data set comprises examination vital sign data and examination index data of a preset number of hospitals; the text data is converted into text vector representation, the text vector representation comprises text information, the structured data is converted into structured vector representation, and the structured vector representation comprises structured information; the text information and the structured information are fused to obtain fusion vector representation, the fusion vector representation comprises fusion data, and the fusion data are used for assisting disease classification. According to the invention, the disease classification efficiency can be greatly improved.

Description

technical field [0001] The present application relates to the field of medical diagnosis, and mainly relates to a method, apparatus, device and storage medium for auxiliary diagnosis technology. Background technique [0002] At present, with the accumulation of a large number of electronic medical record data of different modalities and the increasing demand of patients for high-quality medical services, it is necessary to quickly obtain disease diagnosis based on the multimodal medical record data of patients. Therefore, more and more efficient data fusion and disease-aided diagnosis methods are needed. [0003] In the prior art, medical personnel obtain disease classification by analyzing and judging the patient's medical record data, which consumes a lot of time and human resources, and in view of the complexity of human diseases and the professional ability of medical personnel (especially primary medical and health institutions) The accuracy of disease diagnosis is als...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G06F16/35G06F16/31G06K9/62G06N3/04G06N3/08
CPCG16H50/70G06F16/353G06F16/313G06N3/084G06N3/088G06N3/045G06F18/251
Inventor 李镒冲韩桂圆
Owner 中国医学科学院阜外医院深圳医院
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