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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.
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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  Data: 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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  Data: <searchLink fieldCode="AR" term="%22Lana%2C+Fernanda+Cristina+Barbosa%22">Lana, Fernanda Cristina Barbosa</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> fernandacblana@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Marinho%2C+Carolina+Coimbra%22">Marinho, Carolina Coimbra</searchLink><relatesTo>2</relatesTo> (AUTHOR)<i> carolinacmarinho@gmail.com</i><br /><searchLink fieldCode="AR" term="%22de+Paiva%2C+Bruno+Barbosa+Miranda%22">de Paiva, Bruno Barbosa Miranda</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> brunobarbosa.mpaiva@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Valle%2C+Lucas+Rocha%22">Valle, Lucas Rocha</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> lucasrochavalle@gmail.com</i><br /><searchLink fieldCode="AR" term="%22do+Nascimento%2C+Guilherme+Fonseca%22">do Nascimento, Guilherme Fonseca</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> guilhermefonseca8426@aluno.ufsj.edu.br</i><br /><searchLink fieldCode="AR" term="%22da+Rocha%2C+Leonardo+Chaves+Dutra%22">da Rocha, Leonardo Chaves Dutra</searchLink><relatesTo>4</relatesTo> (AUTHOR)<i> lcrocha@ufsj.edu.br</i><br /><searchLink fieldCode="AR" term="%22Carneiro%2C+Marcelo%22">Carneiro, Marcelo</searchLink><relatesTo>5</relatesTo> (AUTHOR)<i> marceloc@unisc.br</i><br /><searchLink fieldCode="AR" term="%22Batista%2C+Joanna+d'Arc+Lyra%22">Batista, Joanna d'Arc Lyra</searchLink><relatesTo>6</relatesTo> (AUTHOR)<i> joannalyra@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Anschau%2C+Fernando%22">Anschau, Fernando</searchLink><relatesTo>7</relatesTo> (AUTHOR)<i> afernando@ghc.com.br</i><br /><searchLink fieldCode="AR" term="%22Paraiso%2C+Pedro+Gibson%22">Paraiso, Pedro Gibson</searchLink><relatesTo>8</relatesTo> (AUTHOR)<i> gibson@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Bartolazzi%2C+Frederico%22">Bartolazzi, Frederico</searchLink><relatesTo>9</relatesTo> (AUTHOR)<i> fredlazzi@hotmail.com</i><br /><searchLink fieldCode="AR" term="%22Cimini%2C+Christiane+Corrêa+Rodrigues%22">Cimini, Christiane Corrêa Rodrigues</searchLink><relatesTo>10</relatesTo> (AUTHOR)<i> christiane.cimini@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Schwarzbold%2C+Alexandre+Vargas%22">Schwarzbold, Alexandre Vargas</searchLink><relatesTo>11</relatesTo> (AUTHOR)<i> alexvspoa@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Rios%2C+Danyelle+Romana+Alves%22">Rios, Danyelle Romana Alves</searchLink><relatesTo>12</relatesTo> (AUTHOR)<i> danyelleromana@ufsj.edu.br</i><br /><searchLink fieldCode="AR" term="%22Gonçalves%2C+Marcos+André%22">Gonçalves, Marcos André</searchLink><relatesTo>3</relatesTo> (AUTHOR)<i> magoncalv@gmail.com</i><br /><searchLink fieldCode="AR" term="%22Marcolino%2C+Milena+Soriano%22">Marcolino, Milena Soriano</searchLink><relatesTo>2,13</relatesTo> (AUTHOR)<i> milenamarc@gmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22BMC+Infectious+Diseases%22">BMC Infectious Diseases</searchLink>. 4/15/2025, Vol. 25 Issue 1, p1-18. 18p.
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