A Machine Learning Application Based in Random Forest for Integrating Mass Spectrometry-Based Metabolomic Data: A Simple Screening Method for Patients With Zika Virus

Recent Zika outbreaks in South America, accompanied by unexpectedly severe clinical complications have brought much interest in fast and reliable screening methods for ZIKV (Zika virus) identification. Reverse-transcriptase polymerase chain reaction (RT-PCR) is currently the method of choice to dete...

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Detalhes bibliográficos
Publicado no:Front Bioeng Biotechnol
Main Authors: Melo, Carlos Fernando Odir Rodrigues, Navarro, Luiz Claudio, de Oliveira, Diogo Noin, Guerreiro, Tatiane Melina, Lima, Estela de Oliveira, Delafiori, Jeany, Dabaja, Mohamed Ziad, Ribeiro, Marta da Silva, de Menezes, Maico, Rodrigues, Rafael Gustavo Martins, Morishita, Karen Noda, Esteves, Cibele Zanardi, de Amorim, Aline Lopes Lucas, Aoyagui, Caroline Tiemi, Parise, Pierina Lorencini, Milanez, Guilherme Paier, do Nascimento, Gabriela Mansano, Ribas Freitas, André Ricardo, Angerami, Rodrigo, Costa, Fábio Trindade Maranhão, Arns, Clarice Weis, Resende, Mariangela Ribeiro, Amaral, Eliana, Junior, Renato Passini, Ribeiro-do-Valle, Carolina C., Milanez, Helaine, Moretti, Maria Luiza, Proenca-Modena, Jose Luiz, Avila, Sandra, Rocha, Anderson, Catharino, Rodrigo Ramos
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2018
Assuntos:
Bioengineering and Biotechnology
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5904215/
https://ncbi.nlm.nih.gov/pubmed/29696139
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fbioe.2018.00031
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