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Open Access
Peer-reviewed
Research Article
Artificial neural networks for short-term forecasting of cases, deaths, and hospital beds occupancy in the COVID-19 pandemic at the Brazilian Amazon
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Marcus de Barros Braga ,
Roles Conceptualization, Data curation, Formal analysis, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: marcus.braga@ufra.edu.br
Affiliation Paragominas Campus, Universidade Federal Rural da Amazônia, Paragominas, Pará, Brazil
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Rafael da Silva Fernandes,
Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Parauapebas Campus, Universidade Federal Rural da Amazônia, Parauapebas, Pará, Brazil
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Gilberto Nerino de Souza Jr,
Roles Conceptualization, Formal analysis, Methodology, Supervision, Validation, Visualization, Writing – original draft
Affiliation Paragominas Campus, Universidade Federal Rural da Amazônia, Paragominas, Pará, Brazil
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Jonas Elias Castro da Rocha,
Roles Conceptualization, Data curation, Methodology, Project administration, Supervision, Validation, Visualization
Affiliation Paragominas Campus, Universidade Federal Rural da Amazônia, Paragominas, Pará, Brazil
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Cícero Jorge Fonseca Dolácio,
Roles Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing
Affiliation Forest Engineering and Technology Department, Universidade Federal do Paraná, Curitiba, Paraná, Brazil
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Ivaldo da Silva Tavares Jr,
Roles Data curation, Methodology, Software, Validation, Visualization, Writing – original draft
Affiliation Forestry Engineering Department, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
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Raphael Rodrigues Pinheiro,
Roles Validation, Visualization
Affiliation Belém Campus, Universidade Federal Rural da Amazônia, Belém, Pará, Brazil
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Fernando Napoleão Noronha,
Roles Software, Visualization
Affiliation Parauapebas Campus, Universidade Federal Rural da Amazônia, Parauapebas, Pará, Brazil
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Luana Lorena Silva Rodrigues,
Roles Formal analysis, Investigation, Resources, Validation, Writing – review & editing
Affiliation Postgraduate Program in Health Sciences, Institute of Collective Health, Universidade Federal do Oeste do Pará, Santarém, Pará, Brazil
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Rommel Thiago Jucá Ramos,
Roles Data curation, Software, Supervision, Validation, Visualization
Affiliation Institute of Biological Science, Universidade Federal do Pará, Belém, Pará, Brazil
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Adriana Ribeiro Carneiro,
Roles Formal analysis, Investigation, Validation, Writing – original draft
Affiliation Institute of Biological Science, Universidade Federal do Pará, Belém, Pará, Brazil
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Silvana Rossy de Brito,
Roles Formal analysis, Supervision, Validation
Affiliation Cyberspace Institute, Universidade Federal Rural da Amazônia, Belém, Pará, Brazil
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Hugo Alex Carneiro Diniz,
Roles Formal analysis, Supervision, Validation, Visualization
Affiliation Institute of Educational Sciences, Universidade Federal do Oeste do Pará, Santarém, Pará, Brazil
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Marcel do Nascimento Botelho,
Roles Data curation, Investigation, Supervision, Validation
Affiliation Socio-Environmental Institute of Water Resources, Universidade Federal Rural da Amazônia, Belém, Pará, Brazil
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Antonio Carlos Rosário Vallinoto
Roles Conceptualization, Data curation, Formal analysis, Investigation, Supervision, Validation, Writing – original draft, Writing – review & editing
Affiliation Institute of Biological Science, Universidade Federal do Pará, Belém, Pará, Brazil
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Artificial neural networks for short-term forecasting of cases, deaths, and hospital beds occupancy in the COVID-19 pandemic at the Brazilian Amazon
- Marcus de Barros Braga,
- Rafael da Silva Fernandes,
- Gilberto Nerino de Souza Jr,
- Jonas Elias Castro da Rocha,
- Cícero Jorge Fonseca Dolácio,
- Ivaldo da Silva Tavares Jr,
- Raphael Rodrigues Pinheiro,
- Fernando Napoleão Noronha,
- Luana Lorena Silva Rodrigues,
- Rommel Thiago Jucá Ramos
![PLOS](/resource/img/logo-plos.png)
- Published: March 11, 2021
- https://doi.org/10.1371/journal.pone.0248161