Summary and prospect of early warning models and systems for infectious disease outbreaks

SJ Lai, LZ Feng, ZW Leng, X Lyu, RY Li… - Zhonghua liu Xing …, 2021 - europepmc.org
This paper summarizes the basic principles and models of early warning for infectious
disease outbreaks, introduces the early warning systems for infectious disease based on …

[Retracted] Analysis of News Dissemination Path and Impact of Big Data Technology in Public Health Emergencies

Z Zhang, J Tang - Journal of Environmental and Public Health, 2022 - Wiley Online Library
Throughout the past public health early warning work, there is still a lack of early warning.
Therefore, starting from the reform of the public health early warning mechanism, this paper …

The intelligent decision-making process construction of emergency intelligence based on the big data: -taking the epidemic prevention and control of COVID-19 as an …

Q Sun, H Ma - Proceedings of the 5th International Conference on …, 2022 - dl.acm.org
Global public emergencies represented by COVID-19 have posed new requirements and
challenges to the current governance systems and capacities of governments. Mining …

Constructing big data prevention and control model for public health emergencies in China: a grounded theory study

H Wang, H Ye, L Liu - Frontiers in Public Health, 2023 - frontiersin.org
Big data technology plays an important role in the prevention and control of public health
emergencies such as the COVID-19 pandemic. Current studies on model construction, such …

Application of big data and artificial intelligence in COVID-19 prevention, diagnosis, treatment and management decisions in China

J Dong, H Wu, D Zhou, K Li, Y Zhang, H Ji… - Journal of Medical …, 2021 - Springer
COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2),
spread rapidly and affected most of the world since its outbreak in Wuhan, China, which …

Big data analysis on COVID-19 epidemic and suggestions on regional prevention and control policy

Z Chenghu, P Tao, DU Yunyan… - Bulletin of …, 2020 - bulletinofcas.researchcommons.org
COVID-19 plague outbreak is accelerated due to the large amount of population movement
just as at the time of Chinese traditional Spring Festival. As the heaviest plague region …

Early warning of some notifiable infectious diseases in China by the artificial neural network

Z Guo, K He, D Xiao - Royal Society open science, 2020 - royalsocietypublishing.org
In order to accurately grasp the timing for the prevention and control of diseases, we
established an artificial neural network model to issue early warning signals. The real-time …

Discussion on early warning, prevention and control of emerging infectious diseases from a macroscopic perspective based on big data and effective distance model …

ZK Wang, ZS Chen, AH Du, CY Wang… - Zhonghua liu Xing …, 2020 - europepmc.org
Objective: To provide a system for warning, preventing and controlling emerging infectious
diseases from a macroscopic perspective, using the COVID-19 epidemic data and effective …

The rapid assessment and early warning models for COVID-19

Z Bai, Y Gong, X Tian, Y Cao, W Liu, J Li - Virologica Sinica, 2020 - Springer
Human beings have experienced a serious public health event as the new pneumonia
(COVID-19), caused by the severe acute respiratory syndrome coronavirus has killed more …

Early warning signals for Omicron outbreaks in China: A retrospective study

K Li, J Shi, X Liu, MP Ward, Z Wang… - Journal of Medical …, 2023 - Wiley Online Library
The Omicron variant has become the dominant COVID‐19 variant worldwide due to its rapid
and cryptic spread. Therefore, successful early warning is of great importance to be able to …