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System for predicting diseases based on epistaxis accompanied by symptoms, equipment, and storage medium

A technology for nosebleeds and diseases, which is applied in the field of disease auxiliary diagnosis equipment, can solve the problems of cumbersome diagnosis and screening methods for nosebleeds, and achieve the effects of improving global optimization capabilities, search efficiency, and auxiliary diagnosis speed

Pending Publication Date: 2021-01-22
吾征智能技术(北京)有限公司
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AI Technical Summary

Problems solved by technology

[0004] In view of this, the present invention proposes a system, device, and storage medium for predicting diseases based on symptoms associated with epistaxis, which are used to solve the cumbersome problem of existing epistaxis diagnosis and screening methods, and provide a simple and practical auxiliary diagnosis of epistaxis system

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  • System for predicting diseases based on epistaxis accompanied by symptoms, equipment, and storage medium
  • System for predicting diseases based on epistaxis accompanied by symptoms, equipment, and storage medium
  • System for predicting diseases based on epistaxis accompanied by symptoms, equipment, and storage medium

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Embodiment Construction

[0041] The following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the implementation manners in the present invention, all other implementation manners obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of the present invention.

[0042] Such as figure 1 As shown, the present invention proposes a system for predicting diseases based on symptoms associated with epistaxis, and the system includes a data acquisition module 100, a data division module 200, a data clustering module 400, and a disease prediction module 500;

[0043] Data acquisition module 100: used to acquire a case with epistaxis as the first clinical complaint symptom from the case database, acquire the accompa...

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Abstract

The invention discloses a system for predicting diseases based on epistaxis accompanying symptoms, equipment, and a storage medium; and the system comprises a data obtaining module which is used for obtaining epistaxis accompanying symptoms of cases and corresponding disease names from a case library, and building an original epistaxis disease data set, a data division module used for dividing theepistaxis into a local disease and a whole body disease and carrying out data division on the epistaxis disease original data set, a vectorization module used for carrying out vectorization representation on the epistaxis accompanying symptoms, a data clustering module used for clustering the local disease data set and the whole body disease data set by adopting a clustering algorithm optimized based on an improved whale algorithm, and a disease prediction module used for carrying out data division and clustering on to-be-tested cases and carrying out disease prediction in a clustering category in a semantic similarity calculation mode. According to the invention, cases are clustered by adopting an improved whale algorithm, and then disease subdivision is carried out, so that the auxiliary diagnosis speed is increased.

Description

technical field [0001] The invention belongs to disease auxiliary diagnosis equipment, and relates to a system, equipment and storage medium for predicting diseases based on symptoms associated with epistaxis. Background technique [0002] Nosebleed (epistaxis) is one of common symptom of nasal cavity disease, also can be caused by systemic disease, occasionally has nasal cavity adjacent pathological change bleeding person who flows out through nasal cavity, and the latter is referred to as through nasal cavity bleeding. Nosebleeds are your body's distress signal. The causes of nosebleeds are very complicated, including systemic and localized. In many cases, nosebleeds are a manifestation of diseases. Among them, systemic diseases include: high blood pressure, arteriosclerosis, which is more common in the elderly, and the nose is prone to bleeding due to increased vascular fragility in the body; leukemia, aplastic anemia, hemophilia and other blood system diseases; long-ter...

Claims

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Application Information

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IPC IPC(8): G16H50/20G16H50/70G06N3/00G06K9/62
CPCG16H50/20G16H50/70G06N3/006G06F18/22G06F18/23213
Inventor 杜登斌杜乐杜小军
Owner 吾征智能技术(北京)有限公司
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