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Human Genome Polymorphisms and Computational Intelligence Approach Revealed a Complex Genomic Signature for COVID-19 Severity in Brazilian Patients
We present a genome polymorphisms/machine learning approach for severe COVID-19 prognosis. Ninety-six Brazilian severe COVID-19 patients and controls were genotyped for 296 innate immunity loci. Our model used a feature selection algorithm, namely recursive feature elimination coupled with a support...
Autores principales: | Pastor, André Filipe, Docena, Cássia, Rezende, Antônio Mauro, Oliveira, Flávio Rosendo da Silva, Sena, Marília de Albuquerque, de Morais, Clarice Neuenschwander Lins, Bresani-Salvi, Cristiane Campello, Vasconcelos, Luydson Richardson Silva, Valença, Kennya Danielle Campelo, Mariz, Carolline de Araújo, Brito, Carlos, Fonseca, Cláudio Duarte, Braga, Cynthia, Reis, Christian Robson de Souza, Marques, Ernesto Torres de Azevedo, Acioli-Santos, Bartolomeu |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10059592/ https://www.ncbi.nlm.nih.gov/pubmed/36992353 http://dx.doi.org/10.3390/v15030645 |
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