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System for cognition of febrile illnesses based on association rules, equipment and storage medium

A rule and disease technology, applied in medical data mining, medical automated diagnosis, medical informatics, etc., can solve the problem of fever disease inspection relying on fever routine detection data and the experience of doctors and experts, so as to reduce cognitive difficulty and improve The effect of reliability

Pending Publication Date: 2021-08-13
吾征智能技术(北京)有限公司
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  • Abstract
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  • Claims
  • Application Information

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Problems solved by technology

[0003] In view of this, the present invention proposes a system, device, and storage medium for recognizing febrile diseases based on association rules, which are used to solve the problem of excessive reliance on routine fever detection data and the experience of doctors and experts in the examination of febrile diseases

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  • System for cognition of febrile illnesses based on association rules, equipment and storage medium
  • System for cognition of febrile illnesses based on association rules, equipment and storage medium

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Embodiment Construction

[0033] Next, the technical scheme in the embodiment of the present invention will be described in conjunction with the embodiment of the present invention, and is clearly, and it is understood that the described embodiments are merely the embodiments of the present invention, not all of the embodiments. Based on the embodiments in the present invention, those of ordinary skill in the art are in the range of the present invention without making creative labor premistence.

[0034] like figure 1 As shown, the present invention proposes a system based on association rules, including a data acquisition module 10, a data pretreatment module 20, a rule mining module 30, a fever analysis module 40;

[0035] The data acquisition module 10 is configured to obtain a certain amount of heat-generated case sample and perform pretreatment, forming a heat-free conventional detection data, and heat generation accompanying the symptom information and a corresponding heat generation of heat generat...

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Abstract

The invention discloses a system for cognition of febrile illnesses based on association rules, equipment and a storage medium. The system comprises: a data obtaining module, which is used for obtaining a certain amount of fever case samples and for pre-processing the samples to form fever routine test data, fever accompanying symptom information and a fever case set of corresponding febrile diseases; a data preprocessing module, which is used for encoding text data in the fever case set; a rule mining module, which is used for extracting association rules among the fever routine detection data, the fever accompanying symptom information data and the corresponding fever diseases by utilizing an association rule algorithm to form an association rule base; a fever analysis module, which is used for performing fever disease analysis and matching based on the association rule base of the rule mining module. The invention integrates the feature information of two different modalities of febrile diseases and uses the association rule algorithm to analyze the correspondence between febrile diseases and the features of each modality, so that the disease cognition difficulty is reduced.

Description

Technical field [0001] The present invention belongs to the field of data processing and artificial intelligence, and is specifically involved in a system, apparatus, storage medium based on association rules. Background technique [0002] Fever is a very common clinical symptom. It is a defense response to the struggle of the human body and disease. It will encounter patients who have been sent to medical treatment almost every day in internal medicine. Its causes are numerous, involving clinical sections. Compared to other common symptoms, the cause of heat generation is more testing more to test the clinical problem of clinical problems. How to timely and accurately diagnose fever in a timely and accurate grassroots hospital lack of complex instrumentation, it is impressive to the cause, and effective treatment is the technique and method of the grassroots doctor must master. In the case of insufficient medical conditions, over-relying on routine testing data and doctors, expe...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/70G16H50/20
CPCG16H50/70G16H50/20
Inventor 杜登斌杜小军杜乐陈伯怀
Owner 吾征智能技术(北京)有限公司
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