[HTML][HTML] Electronic Surveillance System for the Early Notification of Community-Based Epidemics (ESSENCE): overview, components, and public health applications

H Burkom, W Loschen, R Wojcik… - JMIR public health …, 2021 - publichealth.jmir.org
Background: The Electronic Surveillance System for the Early Notification of Community-
Based Epidemics (ESSENCE) is a secure web-based tool that enables health care …

Data-driven methods for present and future pandemics: Monitoring, modelling and managing

T Alamo, DG Reina, PM Gata, VM Preciado… - Annual Reviews in …, 2021 - Elsevier
This survey analyses the role of data-driven methodologies for pandemic modelling and
control. We provide a roadmap from the access to epidemiological data sources to the …

传染病暴发早期预警模型和预警系统概述与展望

S Lai, L Feng, Z Leng, X Lu, R Li, L Yin… - Chinese journal of …, 2021 - eprints.soton.ac.uk
本文回顾了传染病暴发或流行早期预警的基本原理和主要的预警模型, 介绍了基于不同数据源的
传染病预警系统及其应用; 针对新型冠状病毒肺炎疫情期间研究和应用的互联网搜索, 社交媒体 …

Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission

AWZ Chew, Y Pan, Y Wang, L Zhang - Knowledge-Based Systems, 2021 - Elsevier
In this study, a hybrid deep-learning model termed as ODANN, built upon neural networks
(NN) coupled with data assimilation and natural language processing (NLP) features …

Early warning signals of infectious disease transitions: a review

E Southall, TS Brett, MJ Tildesley… - Journal of the Royal …, 2021 - royalsocietypublishing.org
Early warning signals (EWSs) are a group of statistical time-series signals which could be
used to anticipate a critical transition before it is reached. EWSs are model-independent …

[HTML][HTML] Prediction for global Peste des petits ruminants outbreaks based on a combination of random forest algorithms and meteorological data

B Niu, R Liang, G Zhou, Q Zhang, Q Su… - Frontiers in veterinary …, 2021 - frontiersin.org
Peste des Petits Ruminants (PPR) is an acute and highly contagious transboundary disease
caused by the PPR virus (PPRV). The virus infects goats, sheep and some wild relatives of …

Geographically weighted generalized Farrington algorithm for rapid outbreak detection over short data accumulation periods

D Yoneoka, T Kawashima, K Makiyama… - Statistics in …, 2021 - Wiley Online Library
The demand for rapid surveillance and early detection of local outbreaks has been growing
recently. The rapid surveillance can select timely and appropriate interventions toward …

Rapid and highly sensitive pathogen detection by real-time DNA monitoring using a nanogap impedimetric sensor with recombinase polymerase amplification

H Lee, SY Yi, JS Kwon, JM Choi, DS Lee… - Biosensors and …, 2021 - Elsevier
Fast detection of pathogens is important for protecting our health and society. Herein, we
present a high-performance nanogap impedimetric sensor for monitoring nucleic acid …

Effects of lithium resource exploitation on surface water at Jiajika mine, China

JQ Gao, Y Yu, DH Wang, W Wang, CH Wang… - Environmental …, 2021 - Springer
Heavy metal and metalloid (HMM) contamination of the water environment caused by
mining activities is a great challenge to the global mining industry. HMMs released by …

Comparing malaria early detection methods in a declining transmission setting in northwestern Ethiopia

DM Nekorchuk, T Gebrehiwot, M Lake, W Awoke… - BMC public health, 2021 - Springer
Background Despite remarkable progress in the reduction of malaria incidence, this disease
remains a public health threat to a significant portion of the world's population. Surveillance …