All topological data analysis articles
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NewsNew AI method spots outbreak signals in sparse and noisy data
A new early-warning method could help detect disease outbreaks even when case data are sparse, delayed or incomplete. By using topological data analysis to capture the underlying shape of epidemic time series, the system remained accurate even when up to half of the surveillance data were missing.