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Intelligent pertussis screening method and system

A kind of whooping cough and intelligent technology, applied in the field of pertussis intelligent screening method and system, can solve the problems of time-consuming and labor-consuming pertussis screening method, achieve the effect of shortening the confirmation time, reducing the consumption of manpower and material resources, and improving efficiency

Active Publication Date: 2020-12-11
武汉东湖大数据交易中心股份有限公司
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Problems solved by technology

[0003] In view of this, an embodiment of the present invention provides a pertussis intelligent screening method and system to solve the time-consuming and labor-consuming problem of existing pertussis screening methods

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  • Intelligent pertussis screening method and system
  • Intelligent pertussis screening method and system
  • Intelligent pertussis screening method and system

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Embodiment Construction

[0018] In order to make the purpose, features and advantages of the present invention more obvious and understandable, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the following The described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative work belong to the protection scope of the present invention. The principles and features of the present invention will be described below in conjunction with the accompanying drawings. The examples given are only used to explain the present invention, not to limit the scope of the present invention.

[0019] The term "comprising" and other expressions with similar meanings in the description or claims of the p...

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Abstract

The invention provides an intelligent pertussis screening method and system. The method comprises the steps of: respectively obtaining epidemiological history feature information, clinical symptom feature information and etiological feature information related to pertussis, building a corresponding feature information cognitive model, and iteratively calculating the posterior probability of the pertussis feature information according to the data information in the feature information system cognitive model; and calculating to obtain the parameter value of the BKT cognitive model by taking theposterior probability as the input of an EM algorithm, and deriving the cognitive result of a pertussis feature to be detected through the BKT cognitive model. The efficiency of pertussis screening confirmation can be improved, the consumption of manpower, material resources and time is reduced, and accurate and reliable screening diagnosis is realized.

Description

technical field [0001] The invention relates to the field of artificial intelligence, in particular to an intelligent screening method and system for pertussis. Background technique [0002] Pertussis is an acute respiratory infectious disease caused by the pertussis bacilli. The clinical feature is that the cough gradually worsens, showing a typical paroxysmal and spasmodic cough. ~3 months, so it is called whooping cough. Pertussis can be induced by close contact of susceptible persons with persons with pertussis. People with low immunity are more likely to be infected after running, eating, catching cold, or being frightened. The disease is highly contagious and can be effectively prevented by inoculation with the pertussis vaccine. Whooping cough disease generally needs to be clinically diagnosed based on epidemiological data and clinical manifestations. The diagnosis requires a positive culture of pertussis bacteria or detection of specific antibodies against pertuss...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H50/80
CPCG16H50/80
Inventor 杜乐杜登斌
Owner 武汉东湖大数据交易中心股份有限公司
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