Covid-19 Automated Diagnosis and Risk Assessment through Metabolomics and Machine Learning

Author:

Delafiori Jeany1,Navarro Luiz Cláudio2,Siciliano Rinaldo Focaccia34,de Melo Gisely Cardoso56,Busanello Estela Natacha Brandt1,Nicolau José Carlos4,Sales Geovana Manzan1,de Oliveira Arthur Noin1,Val Fernando Fonseca Almeida56,de Oliveira Diogo Noin1,Eguti Adriana7,dos Santos Luiz Augusto8,Dalçóquio Talia Falcão4,Bertolin Adriadne Justi4,Abreu-Netto Rebeca Linhares56,Salsoso Rocio4,Baía-da-Silva Djane56,Marcondes-Braga Fabiana G4,Sampaio Vanderson Souza59,Judice Carla Cristina10,Costa Fabio Trindade Maranhão10ORCID,Durán Nelson11,Perroud Mauricio Wesley7,Sabino Ester Cerdeira12,Lacerda Marcus Vinicius Guimarães513,Reis Leonardo Oliveira14,Fávaro Wagner José11,Monteiro Wuelton Marcelo56,Rocha Anderson Rezende2,Catharino Rodrigo Ramos1ORCID

Affiliation:

1. Innovare Biomarkers Laboratory, School of Pharmaceutical Sciences, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas, São Paulo 350-13083-970, Brazil

2. RECOD Laboratory, Computing Institute, University of Campinas, Cidade Universitária Zeferino Vaz,, Campinas, São Paulo 573-13083-852, Brazil

3. Clinical Division of Infectious and Parasitic Diseases, University of São Paulo Medical School, São Paulo, São Paulo 01246-903, Brazil

4. Instituto do Coracao (InCor), Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, Cerqueira César, São Paulo 44-05403-90, Brazil

5. Tropical Medicine Foundation Dr. Heitor Vieira Dourado, Manaus, Amazonas 69040-000,Brazil

6. Amazonas State University, Manaus, Amazonas 25-69040-000, Brazil

7. Sumaré State Hospital, Sumaré, São Paulo 2400-13175-490, Brazil

8. Paulínia Municipal Hospital, Paulínia, São Paulo 100-13140-000, Brazil

9. Health Surveillance Foundation of Amazonas State, Manaus, Amazonas, 4010-69093-018 Brazil

10. Laboratory of Tropical Diseases, Institute of Biology, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas, São Paulo 13083-970 Brazil

11. Laboratory of Urogenital Carcinogenesis and Immunotherapy, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas, São Paulo 13083-865, Brazil

12. Institute of Tropical Medicine, University of São Paulo, São Paulo, São Paulo 470-05403-000,Brazil

13. Leônidas and Maria Deane Institute, Manaus, Amazonas, 476-69057-070 Brazil

14. UroScience Laboratory, University of Campinas, Cidade Universitária Zeferino Vaz, Campinas, São Paulo 126-13083-887, Brazil

Funder

Minist?rio da Sa?de

Conselho Nacional de Desenvolvimento Cient?fico e Tecnol?gico

Funda??o de Amparo ? Pesquisa do Estado de S?o Paulo

Coordena??o de Aperfei?oamento de Pessoal de N?vel Superior

Minist?rio do Desenvolvimento, Ind?stria, e Com?rcio Exterior

Amazonas State Government

Publisher

American Chemical Society (ACS)

Subject

Analytical Chemistry

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