Imperial College London
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DrAnneCori

Faculty of Medicine, School of Public Health

Senior Lecturer in Infectious Disease Modelling
 
 
 
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Contact

 

+44 (0)20 7594 3229a.cori

 
 
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Location

 

404School of Public HealthWhite City Campus

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Summary

 

Publications

Citation

BibTex format

@article{Bhatia:2021:10.1038/s41746-021-00442-3,
author = {Bhatia, S and Lassmann, B and Cohn, E and Desai, AN and Carrion, M and Kraemer, MUG and Herringer, M and Brownstein, J and Madoff, L and Cori, A and Nouvellet, P},
doi = {10.1038/s41746-021-00442-3},
journal = {npj Digital Medicine},
title = {Using digital surveillance tools for near real-time mapping of the risk of infectious disease spread},
url = {http://dx.doi.org/10.1038/s41746-021-00442-3},
volume = {4},
year = {2021}
}
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RIS format (EndNote, RefMan)

TY  - JOUR
AB  - Data from digital disease surveillance tools such as ProMED and HealthMap can complement the field surveillance during ongoing outbreaks. Our aim was to investigate the use of data collected through ProMED and HealthMap in real-time outbreak analysis. We developed a flexible statistical model to quantify spatial heterogeneity in the risk of spread of an outbreak and to forecast short term incidence trends. The model was applied retrospectively to data collected by ProMED and HealthMap during the 2013–2016 West African Ebola epidemic and for comparison, to WHO data. Using ProMED and HealthMap data, the model was able to robustly quantify the risk of disease spread 1–4 weeks in advance and for countries at risk of case importations, quantify where this risk comes from. Our study highlights that ProMED and HealthMap data could be used in real-time to quantify the spatial heterogeneity in risk of spread of an outbreak.
AU  - Bhatia,S
AU  - Lassmann,B
AU  - Cohn,E
AU  - Desai,AN
AU  - Carrion,M
AU  - Kraemer,MUG
AU  - Herringer,M
AU  - Brownstein,J
AU  - Madoff,L
AU  - Cori,A
AU  - Nouvellet,P
DO  - 10.1038/s41746-021-00442-3
PY  - 2021///
SN  - 2398-6352
TI  - Using digital surveillance tools for near real-time mapping of the risk of infectious disease spread
T2  - npj Digital Medicine
UR  - http://dx.doi.org/10.1038/s41746-021-00442-3
UR  - http://hdl.handle.net/10044/1/88650
VL  - 4
ER  -
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