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Fernando Antonio Botoni

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Articles

Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset - Scientific Reports

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By Magda Carvalho Pires, Rafael Silva, Daniela Ponce, Fernanda Rodrigues, Fernando Anschau, Fernando Antonio Botoni, Isabela Gomes, José Miguel Chatkin, Luciane Kopittke, Luiza Marques, Patrícia Klarmann Ziegelmann, Silvia Araujo Verified, Yuri Ramires, Marcelo Carneiro, Alexandre Schwarzbold, Daniel Silveira, Guilherme Nascimento, Heloisa Reniers Vianna, Henrique Cerqueira Guimarães, Leila Beltrami Moreira, Milton Henriques Guimarães-Júnior, Talita Oliveira, Marcos André Gonçalves, Polianna Delfino Pereira, Elayne Crestani Pereira, Frederico Bartolazzi, Helena Carolina Noal, Helena Duani, Julia Teixeira Tupinambás, Juliana Machado Rugolo, Karen Brasil Ruschel, Liege Barella Zandoná, Lílian Santos Pinheiro, Luisa Argolo Assis, Magda Cesar Raposo, Maiara Anschau Floriani, Pedro Gibson Paraiso, Roberta Senger, Rochele Mosmann Menezes, Saionara Cristina Francisco, Tatiana Kurtz, Tatiani Oliveira Fereguetti, Barbara Lopes Farace, Fernanda Barbosa Lucas, Fernando Graça Aranha, Giovanna Grunewald Vietta, Pedro Ledic Assaf, Raquel Lutkmeier, Reginaldo Aparecido Valacio, Renan Goulart Finger, Rufino de Freitas
| Nature Verified
Abstract The majority of early prediction scores and methods to predict COVID-19 mortality are bound by methodological flaws and technological limitations (e.g., the use of a single prediction model).
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Extracorporeal membrane oxygenation outcomes in COVID‐19 patients: Case series from the Brazilian COVID‐19 Registry

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By Daniela Ponce, Magda Carvalho Pires, Heloisa Reniers Vianna, Fernando Antonio Botoni
| Wiley Online Library Verified
CASE SERIES Daniela Ponce, Daniela Ponce orcid.org/0000-0002-6178-6938 Faculdade de Medicina de Botucatu, Universidade Estadual Paulista “Júlio de Mesquita Filho”, Botucatu, Brazil Search for more papers by this author Rafael Lima Rodrigues de Carvalho, Rafael Lima Rodrigues de Carvalho orcid.org/0000-0003-3576-3748 Institute for Health Technology Assessment (IATS/CNPq), Porto Alegre, Brazil Search for more papers by this author Magda Carvalho Pires, Magda Carvalho Pires...
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