Mapping influenza activity in emergency departments in France using Bayesian model-based geostatistics.

Juliette PaireauCamille PelatCéline Caserio-SchönemannIsabelle PontaisYann Le StratDaniel Lévy-BruhlSimon Cauchemez

Published in: Influenza and other respiratory viruses (2018)

Our model allows producing smoothed maps where the random noise has been properly removed to reveal the spatial risk surface. The algorithm was incorporated into the national surveillance system to produce maps in real time and could be applied to other diseases.

Keyphrases

public health
machine learning
high resolution
quality improvement
deep learning
air pollution
genome wide
single cell
high density
gene expression
dna methylation
mass spectrometry