Artificial Intelligence Predicts Severity of COVID-19 Based on Correlation of Exaggerated Monocyte Activation, Excessive Organ Damage and Hyperinflammatory Syndrome: A Prospective Clinical Study.

Krysko, Olga; Kondakova, Elena; Vershinina, Olga; Galova, Elena; Blagonravova, Anna; Gorshkova, Ekaterina; Bachert, Claus; Ivanchenko, Mikhail; Krysko, Dmitri V; Vedunova, Maria

Krysko, Olga; Kondakova, Elena; Vershinina, Olga; Galova, Elena; Blagonravova, Anna; Gorshkova, Ekaterina; Bachert, Claus; Ivanchenko, Mikhail; Krysko, Dmitri V; Vedunova, Maria.

Afiliação

Krysko O; Upper Airways Research Laboratory, Department of Head and Skin, Ghent University, Ghent, Belgium.
Kondakova E; Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhniy Novgorod, Nizhniy Novgorod, Russia.
Vershinina O; Institute of Information Technology, Mathematics and Mechanics, National Research Lobachevsky State University of Nizhniy Novgorod, Nizhniy Novgorod, Russia.
Galova E; Privolzhsky Research Medical University, Nizhny Novgorod, Russia.
Blagonravova A; Privolzhsky Research Medical University, Nizhny Novgorod, Russia.
Gorshkova E; Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhniy Novgorod, Nizhniy Novgorod, Russia.
Bachert C; Upper Airways Research Laboratory, Department of Head and Skin, Ghent University, Ghent, Belgium.
Ivanchenko M; Institute of Information Technology, Mathematics and Mechanics, National Research Lobachevsky State University of Nizhniy Novgorod, Nizhniy Novgorod, Russia.
Krysko DV; Institute of Biology and Biomedicine, National Research Lobachevsky State University of Nizhniy Novgorod, Nizhniy Novgorod, Russia.
Vedunova M; Cell Death Investigation and Therapy Laboratory, Department of Human Structure and Repair, Ghent University, Ghent, Belgium.

Front Immunol ; 12: 715072, 2021.

Article em En | MEDLINE | ID: mdl-34539644

Assuntos

COVID-19/patologia; Diagnóstico por Computador/métodos; Índice de Gravidade de Doença; Máquina de Vetores de Suporte; Alanina Transaminase/sangue; Aspartato Aminotransferases/sangue; Biomarcadores/análise; Citocinas/sangue; Feminino; Proteína HMGB1/sangue; Humanos; L-Lactato Desidrogenase/sangue; Macrófagos/imunologia; Masculino; Pessoa de Meia-Idade; Monócitos/imunologia; Prognóstico; Estudos Prospectivos; SARS-CoV-2

Palavras-chave

COVID-19; IL-6; artificial intelligence; macrophage derived cytokine; prediction models

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Índice de Gravidade de Doença / Diagnóstico por Computador / Máquina de Vetores de Suporte / COVID-19 Idioma: En Ano de publicação: 2021 Tipo de documento: Article

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