MALDI(+) FT-ICR Mass Spectrometry (MS) Combined with Machine Learning toward Saliva-Based Diagnostic Screening for COVID-19

Author:

de Almeida Camila M.1,Motta Larissa C.1,Folli Gabriely S.1,Marcarini Wena D.2,Costa Camila A.3,Vilela Ana C. S.3,Barauna Valério G.2,Martin Francis L.4,Singh Maneesh N.4,Campos Luciene C. G.5,Costa Nádia L.3,Vassallo Paula F.6,Chaves Andrea R.7ORCID,Endringer Denise C.8,Mill José G.2,Filgueiras Paulo R.1,Romão Wanderson19ORCID

Affiliation:

1. Chemistry Department, Federal University of Espírito Santo, Vitória, ES 29040-090, Brazil

2. Department of Physiological Sciences, Federal University of Espírito Santo, Vitória, ES 29040-090, Brazil

3. School of Dentistry, Department of Stomatology (Oral Pathology), Federal University of Goiás, Goiânia, GO 74000-000, Brazil

4. Biocel UK Ltd., 15 Riplingham Road, West Ella, Hull HU10 6TS, U.K.

5. Department of Biological Science, Santa Cruz State University, Ilhéus, BA 45662-900, Brazil

6. Clinical Hospital, Federal University of Minas Gerais, Belo Horizonte, MG 31270-901, Brazil

7. Chromatography and Mass Spectrometry Laboratory, Institute of Chemistry, Federal University of Goiás, Goiânia, GO 74690-900, Brazil

8. Pharmaceutical Science Graduate Program, Universidade Vila Velha, Vila Velha, ES 29106-010, Brazil

9. Science Department, Federal Institute of Education, Science, and Technology of Espírito Santo, Vila Velha, ES 29106-010, Brazil

Funder

Fundação Estadual de Amparo à Pesquisa do Estado do Espírito Santo

Fundação de Amparo à Pesquisa do Estado da Bahia

Universidade Estadual de Santa Cruz

Conselho Nacional de Desenvolvimento Científico e Tecnológico

Coordenação de Aperfeiçoamento de Pessoal de Nível Superior

Publisher

American Chemical Society (ACS)

Subject

General Chemistry,Biochemistry

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