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Gerson Oliveira Penna

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Articles

Healthcare occupancy data as an early warning indicator of infectious disease surges in São Paulo

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By Jose Deney Araújo, Marcelo A. S. Bragatte, Erick Sousa, Isaac N. Schrarstzhaupt, Helder I. Nakaya, Gerson Oliveira Penna, Jorge Kalil, Mariângela Simão, Anderson Fernandes Brito, Vanderson S Sampaio
| Nature Verified
Abstract Early detection of infectious disease surges is critical for effective public health response, yet traditional surveillance systems often suffer from delayed reporting. Here, we investigate whether passively collected occupancy data from healthcare facilities can act as an early warning indicator of epidemic activity.
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