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Deep learning framework for epidemiological forecasting: A study on COVID-19 cases and deaths in the Amazon state of Pará, Brazil.
Souza GN Jr, Mendes AGB, Costa JDS, Oliveira MDS, Lima PVC, de Moraes VN, Silva DCC, Rocha JECD, Botelho MDN, Araujo FA, Fernandes RDS, Souza DL, Braga MB. Souza GN Jr, et al. Among authors: fernandes rds. PLoS One. 2023 Nov 17;18(11):e0291138. doi: 10.1371/journal.pone.0291138. eCollection 2023. PLoS One. 2023. PMID: 37976312 Free PMC article.
COVID-PA Bulletin: reports on artificial intelligence-based forecasting in coping with COVID-19 pandemic in the state of Pará, Brazil.
Souza GN Jr, Braga MB, Rodrigues LLS, Fernandes RDS, Ramos RTJ, Carneiro AR, Brito SR, Dolácio CJF, Tavares IDS Jr, Noronha FN, Pinheiro RR, Diniz HAC, Botelho MDN, Vallinoto ACR, Rocha JECD. Souza GN Jr, et al. Among authors: fernandes rds. Epidemiol Serv Saude. 2021 Oct 29;30(4):e2021098. doi: 10.1590/S1679-49742021000400012. eCollection 2021. Epidemiol Serv Saude. 2021. PMID: 34730720 Free article. English, Portuguese.
Artificial neural networks for short-term forecasting of cases, deaths, and hospital beds occupancy in the COVID-19 pandemic at the Brazilian Amazon.
Braga MB, Fernandes RDS, Souza GN Jr, Rocha JECD, Dolácio CJF, Tavares IDS Jr, Pinheiro RR, Noronha FN, Rodrigues LLS, Ramos RTJ, Carneiro AR, Brito SR, Diniz HAC, Botelho MDN, Vallinoto ACR. Braga MB, et al. Among authors: fernandes rds. PLoS One. 2021 Mar 11;16(3):e0248161. doi: 10.1371/journal.pone.0248161. eCollection 2021. PLoS One. 2021. PMID: 33705453 Free PMC article.