Estimating underdiagnosis of COVID-19 with nowcasting and machine learning

• Main Authors: Leandro Pereira Garcia (Author), André Vinícius Gonçalves (Author), Matheus Pacheco Andrade (Author), Lucas Alexandre Pedebôs (Author), Ana Cristina Vidor (Author), Roberto Zaina (Author), Ana Luiza Curi Hallal (Author), Graziela de Luca Canto (Author), Jefferson Traebert (Author), Gustavo Medeiros de Araújo (Author), Fernanda Vargas Amaral (Author)
• Format: Book
• Published: Associação Brasileira de Pós-Graduação em Saúde Coletiva, 2021-10-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

ABSTRACT: Objective: To analyze the underdiagnosis of COVID-19 through nowcasting with machine learning in a Southern Brazilian capital city. Methods: Observational ecological design and data from 3916 notified cases of COVID-19 from April 14th to June 2nd, 2020 in Florianópolis, Brazil. A machine-...