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Physical examination data analysis method and device based on stacked type auto-encoder

A stacked self-encoder and self-encoder technology, which is applied in electrical digital data processing, special data processing applications, instruments, etc., can solve the problems of heavy workload and misdiagnosis of doctors, and achieve the effect of reducing the burden of doctors and improving accuracy

Inactive Publication Date: 2016-11-23
北京医拍智能科技有限公司
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Problems solved by technology

[0002] Now when patients go to the hospital to see a doctor, they often need to have a physical examination first. After the physical examination, the doctor will diagnose the disease according to the patient's physical examination form, which will inevitably lead to misdiagnosis.
Moreover, there are many patients in the hospital now, and it is conceivable that the doctor's workload is very heavy if the doctor alone makes the diagnosis.

Method used

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  • Physical examination data analysis method and device based on stacked type auto-encoder
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  • Physical examination data analysis method and device based on stacked type auto-encoder

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Embodiment Construction

[0016] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are the Some, but not all, embodiments are invented. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0017] see figure 1 , this embodiment discloses a method for analyzing medical examination data based on a stacked autoencoder, including:

[0018] S1. Obtain the medical examination data to be analyzed;

[0019] S2. Input the medical examination data to be analyzed into a pre-established intelligent diagnosis model to obtain corresponding disease diagnosis results, w...

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Abstract

The invention discloses a medical examination data analysis method and device based on a stacked autoencoder, which can assist manual disease diagnosis. The method includes: S1. Obtaining the medical examination data to be analyzed; S2. Inputting the medical examination data to be analyzed into a pre-established intelligent diagnosis model to obtain corresponding disease diagnosis results, wherein the intelligent diagnosis model is based on a stacked automatic Encoder build.

Description

technical field [0001] The invention relates to the technical field of disease diagnosis, in particular to a method and device for analyzing medical examination data based on a stacked autoencoder. Background technique [0002] Now when patients go to the hospital to see a doctor, they often need to have a physical examination first. After the physical examination, the doctor will diagnose the disease according to the patient's physical examination form, which will inevitably lead to misdiagnosis. Moreover, there are many patients in the hospital now, and it is conceivable that the doctor's workload is very heavy by relying on doctors alone for diagnosis. [0003] In view of this, how to provide a physical examination data analysis method to assist manual disease diagnosis has become an urgent technical problem to be solved. Contents of the invention [0004] Aiming at the deficiencies and defects of the prior art, the present invention provides a method and device for an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F19/00
CPCG16H50/20G16H50/30
Inventor 吴诗展郭俐利刘立
Owner 北京医拍智能科技有限公司