Unraveling relevant cross-waves pattern drifts in patient-hospital risk factors among hospitalized COVID-19 patients using explainable machine learning methods.
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| Title: | Unraveling relevant cross-waves pattern drifts in patient-hospital risk factors among hospitalized COVID-19 patients using explainable machine learning methods. |
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| Authors: | Lana, Fernanda Cristina Barbosa1 (AUTHOR) fernandacblana@gmail.com, Marinho, Carolina Coimbra2 (AUTHOR) carolinacmarinho@gmail.com, de Paiva, Bruno Barbosa Miranda3 (AUTHOR) brunobarbosa.mpaiva@gmail.com, Valle, Lucas Rocha1 (AUTHOR) lucasrochavalle@gmail.com, do Nascimento, Guilherme Fonseca4 (AUTHOR) guilhermefonseca8426@aluno.ufsj.edu.br, da Rocha, Leonardo Chaves Dutra4 (AUTHOR) lcrocha@ufsj.edu.br, Carneiro, Marcelo5 (AUTHOR) marceloc@unisc.br, Batista, Joanna d'Arc Lyra6 (AUTHOR) joannalyra@gmail.com, Anschau, Fernando7 (AUTHOR) afernando@ghc.com.br, Paraiso, Pedro Gibson8 (AUTHOR) gibson@gmail.com, Bartolazzi, Frederico9 (AUTHOR) fredlazzi@hotmail.com, Cimini, Christiane Corrêa Rodrigues10 (AUTHOR) christiane.cimini@gmail.com, Schwarzbold, Alexandre Vargas11 (AUTHOR) alexvspoa@gmail.com, Rios, Danyelle Romana Alves12 (AUTHOR) danyelleromana@ufsj.edu.br, Gonçalves, Marcos André3 (AUTHOR) magoncalv@gmail.com, Marcolino, Milena Soriano2,13 (AUTHOR) milenamarc@gmail.com |
| Source: | BMC Infectious Diseases. 4/15/2025, Vol. 25 Issue 1, p1-18. 18p. |
| Database: | Academic Search Ultimate |
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| ISSN: | 14712334 |
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| DOI: | 10.1186/s12879-025-10766-0 |
