Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records

Davi Silva Rodrigues, Ana Catharina S. Nastri, Marcello M. Magri, Maura Salaroli de Oliveira, Ester C. Sabino, Pedro H. M. F. Figueiredo, Anna S. Levin, Maristela P. Freire, Leila S. Harima, Fátima L. S. Nunes, João Eduardo Ferreira, Geraldo F. Busatto, Eloisa Bonfá, Edivaldo Utiyama, Aluisio Segurado, Beatriz Perondi, Anna M. Morais, Amanda Montal, Solange Fusco, Marjorie Fregonesi, Marcelo Rocha, Izabel Marcilio, Izabel C. Rios, Fabiane Y. O. Kawano, M. Amelia de Jesus, Esper G. Kallas, Carolina Marmo, Clarice Tanaka, Heraldo P. de Souza, Julio F. M. Marchini, Carlos Carvalho, Juliana C. Ferreira, Thais Guimaraes, Carolina S. Lazari, Alberto J. S. Duarte, M. Cristina P. B. Francisco, Silvia F. Costa. Predicting the outcome for COVID-19 patients by applying time series classification to electronic health records. BMC Med. Inf. & Decision Making, 22(1):187, 2022. [doi]

Authors

Davi Silva Rodrigues

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Ana Catharina S. Nastri

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Marcello M. Magri

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Maura Salaroli de Oliveira

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Ester C. Sabino

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Pedro H. M. F. Figueiredo

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Anna S. Levin

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Maristela P. Freire

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Leila S. Harima

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Fátima L. S. Nunes

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João Eduardo Ferreira

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Geraldo F. Busatto

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Eloisa Bonfá

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Edivaldo Utiyama

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Aluisio Segurado

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Beatriz Perondi

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Anna M. Morais

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Amanda Montal

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Solange Fusco

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Marjorie Fregonesi

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Marcelo Rocha

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Izabel Marcilio

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Izabel C. Rios

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Fabiane Y. O. Kawano

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M. Amelia de Jesus

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Esper G. Kallas

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Carolina Marmo

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Clarice Tanaka

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Heraldo P. de Souza

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Julio F. M. Marchini

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Carlos Carvalho

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Juliana C. Ferreira

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Thais Guimaraes

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Carolina S. Lazari

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Alberto J. S. Duarte

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M. Cristina P. B. Francisco

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Silvia F. Costa

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