Unknown infectious disease monitoring method and device, storage medium and electronic equipment

Abstract

The invention discloses an unknown infectious disease monitoring method and device, a storage medium and electronic equipment, and belongs to the technical field of data processing.The method comprises the steps that medical record data of a user with an unknown disease type are collected in a sliding window mode, and each piece of medical record data comprises user information and multiple pieces of disease feature data; clustering the medical record data of the users with unknown disease types to obtain a plurality of clusters, each cluster including user information of a plurality of users with unknown disease types and a plurality of disease feature data; and determining a candidate cluster according to the disease feature data and the user information of each cluster in the plurality of clusters, judging whether users with unknown disease types in the candidate cluster have a relationship in time and space, and if yes, determining all disease feature data included in the candidate cluster as target monitoring features corresponding to unknown infectious diseases. By determining the target monitoring features, the unknown infectious diseases can be effectively monitored, and large-scale transmission of the unknown infectious diseases is avoided.

Description

technical field [0001] The present invention relates to the technical field of data processing, and in particular, to a monitoring method, device, storage medium and electronic device for an unknown infectious disease. Background technique [0002] At present, infectious diseases continue to be one of the leading causes of global morbidity and mortality, affecting public health, social and economic development, and even national security. The focus of early detection of infectious diseases is to promptly and sensitively detect abnormal information on infectious disease outbreaks, and conduct on-site investigation and verification. It is also a critical period for effective monitoring and early warning. Effective monitoring and early warning systems can comprehensively and accurately understand the factual conditions, driving factors and transmission chains that may occur in the outbreak of specific infectious diseases, and propose scientific and effective prevention and cont...

AI Technical Summary

Problems solved by technology

[0004] At present, the monitoring of unknown infectious diseases is mainly based on the diagnosis of doctors. Since the monitoring method is mainly based on human subjective judgment, there is a large lag and uncertainty in this method.

Images