Combining Machine Learning and Metabolomics to Identify Weight Gain Biomarkers

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

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

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

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

por 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
Publicado 2018

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

por Delafiori, Jeany, Navarro, Luiz Cláudio, Siciliano, Rinaldo Focaccia, de Melo, Gisely Cardoso, Busanello, Estela Natacha Brandt, Nicolau, José Carlos, Sales, Geovana Manzan, de Oliveira, Arthur Noin, Val, Fernando Fonseca Almeida, de Oliveira, Diogo Noin, Eguti, Adriana, dos Santos, Luiz Augusto, Dalçóquio, Talia Falcão, Bertolin, Adriadne Justi, Abreu-Netto, Rebeca Linhares, Salsoso, Rocio, Baía-da-Silva, Djane, Marcondes-Braga, Fabiana G, Sampaio, Vanderson Souza, Judice, Carla Cristina, Costa, Fabio Trindade Maranhão, Durán, Nelson, Perroud, Mauricio Wesley, Sabino, Ester Cerdeira, Lacerda, Marcus Vinicius Guimarães, Reis, Leonardo Oliveira, Fávaro, Wagner José, Monteiro, Wuelton Marcelo, Rocha, Anderson Rezende, Catharino, Rodrigo Ramos
Publicado 2021