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Roberta Soares Faccion

Fernandes Figueira Institute

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Cytokine Profiling-Based Machine Learning Can Predict Future Symptomatic Disease after Respiratory Virus Infection

Number of pages: 26 Posted: 30 Jun 2025
Marina Vieira Agostinho Galvani, Karina da Silva Oliveira, Felipe Henrique da Cunha Xavier, Itauá Leston Araujo, Paulo Emilio Correa Leite, Gabriela Corrêa-Castro, Maria Célia Chaves Zuma, Roberta Soares Faccion, Suelen Martins Perobelli, Otávio Espíndola, Joanna Santos-Oliveira, Adriano Gomes-Silva, Alda Maria Da-Cruz, Hugo Caire Castro-Faria-Neto, Wilson Savino, Zilton Farias Meira de Vasconcelos, Patricia Brasil, Adriana Cesar Bonomo and Rômulo Gonçalves Agostinho Galvani
Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, City of Hope - Department of Hematology and Hematopoietic Cell Transplantation, UFF - Universidade Federal Fluminense, Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, Oswaldo Cruz Foundation (FIOCRUZ) - National Institute for Women, Children and Adolescent Health, Fernandes Figueira Institute, Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, Oswaldo Cruz Foundation (FIOCRUZ) - Oswaldo Cruz Institute, Rio de Janeiro Federal Institute of Education Science and Technology, Oswaldo Cruz Foundation (FIOCRUZ), Oswaldo Cruz Foundation (FIOCRUZ), Oswaldo Cruz Foundation (FIOCRUZ), Oswaldo Cruz Foundation (FIOCRUZ), Oswaldo Cruz Foundation (FIOCRUZ) - National Institute for Women, Children and Adolescent Health, Oswaldo Cruz Foundation (FIOCRUZ) - Instituto Nacional de Infectologia Evandro Chagas (INIEC), Oswaldo Cruz Foundation (FIOCRUZ) - Laboratory on Thymus Research and Laboratório Nacional de Computação Científica
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Abstract:

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Vaccination, Artificial Intelligence, Machine Learning, Cytokines, Pandemics, Seasonal, Respiratory Infection