Combining Machine Learning and Metabolomics to Identify Weight Gain Biomarkers

by Flávia Luísa Dias-Audibert, Luiz Claudio Navarro, Diogo Noin de Oliveira, Jeany Delafiori, Carlos Fernando Odir Rodrigues Melo, Tatiane Melina Guerreiro, Flávia Troncon Rosa, Diego Lima Petenuci, Maria Angelica Ehara Watanabe, Licio Augusto Velloso, Anderson Rezende Rocha, Rodrigo Ramos Catharino
Published 2020-01-01

Metabolomics and Machine Learning Approaches Combined in Pursuit for More Accurate Paracoccidioidomycosis Diagnoses

by Estela de Oliveira Lima, Luiz Claudio Navarro, Karen Noda Morishita, Camila Mika Kamikawa, Rafael Gustavo Martins Rodrigues, Mohamed Ziad Dabaja, Diogo Noin de Oliveira, Jeany Delafiori, Flávia Luísa Dias-Audibert, Marta da Silva Ribeiro, Adriana Pardini Vicentini, Anderson Rocha, Rodrigo Ramos Catharino
Published 2020-06-01

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

by Carlos Fernando Odir Rodrigues Melo, Luiz Claudio Navarro, Diogo Noin de Oliveira, Tatiane Melina Guerreiro, Estela de Oliveira Lima, Jeany Delafiori, Mohamed Ziad Dabaja, Marta da Silva Ribeiro, Maico de Menezes, Rafael Gustavo Martins Rodrigues, Karen Noda Morishita, Cibele Zanardi Esteves, Aline Lopes Lucas de Amorim, Caroline Tiemi Aoyagui, Pierina Lorencini Parise, Guilherme Paier Milanez, Gabriela Mansano do Nascimento, André Ricardo Ribas Freitas, André Ricardo Ribas Freitas, Rodrigo Angerami, Fábio Trindade Maranhão Costa, Clarice Weis Arns, Mariangela Ribeiro Resende, Eliana Amaral, Renato Passini Junior, Carolina C. Ribeiro-do-Valle, Helaine Milanez, Maria Luiza Moretti, Jose Luiz Proenca-Modena, Sandra Avila, Anderson Rocha, Rodrigo Ramos Catharino
Published 2018-04-01