João Gabriel Gelli

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Silvio HamacherProfessor of Industrial Engineering, PUC-Rio, BrazilVerified email at puc-rio.br
Fernanda BaiaoAssociate Professor at PUC-RioVerified email at puc-rio.br
Fernando A. BozzaSenior Scientist, Oswaldo Cruz Foundation (FIOCRUZ), and IDOR, Rio de Janeiro, BrazilVerified email at ini.fiocruz.br
Leonardo S. L. BastosPontifical Catholic University of Rio de JaneiroVerified email at puc-rio.br
Otavio RanzaniBarcelona Institute for Global Health (ISGlobal), Spain / University of São Paulo, BrazilVerified email at isglobal.org
Leila Figueiredo DantasPUC-RioVerified email at aluno.puc-rio.br
Igor Tona PeresPontifical Catholic University of Rio de JaneiroVerified email at tecgraf.puc-rio.br
Janaina Figueira MarchesiBusiness Optimization Specialist, Instituto Tecgraf/PUC-RioVerified email at tecgraf.puc-rio.br

João Gabriel Gelli

PUC-Rio

Verified email at tecgraf.puc-rio.br

Data Science


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Characterisation of the first 250 000 hospital admissions for COVID-19 in Brazil: a retrospective analysis of nationwide data OT Ranzani, LSL Bastos, JGM Gelli, JF Marchesi, F Baião, S Hamacher, ... The Lancet Respiratory Medicine 9 (4), 407-418, 2021	541	2021
Sociodemographic factors associated with COVID-19 in-hospital mortality in Brazil IT Peres, LSL Bastos, JGM Gelli, JF Marchesi, LF Dantas, BBP Antunes, ... Public Health 192, 15-20, 2021	86	2021
App-based symptom tracking to optimize SARS-CoV-2 testing strategy using machine learning LF Dantas, IT Peres, LSL Bastos, JF Marchesi, GFG De Souza, JGM Gelli, ... PLoS One 16 (3), e0248920, 2021	29	2021
Characterization of the first 250 000 hospital admissions for COVID-19 in Brazil: a retrospective analysis of nationwide data. Lancet Respir Med. 2021; 9 (4): 407-18 OT Ranzani, LSL Bastos, JGM Gelli, JF Marchesi, F Baião, S Hamacher, ... View PDF View article View in Scopus, 407-418, 2021	25	2021
Otimização do planejamento de projetos: aplicação á construção de poços marítimos em uma indústria de éleo e gás JF Marchesi, L Carrilho, JG Gelli, S Hamacher, PH Sousa Proceedings of the LI Brazilian Symposium on Operations Research, 2019	1	2019
Clustering match-level statistics to determine playing styles in soccer JGM Gelli, F Baiao Galoá, 2020		2020
App-based symptom tracking to optimize SARS-CoV-2 testing strategy using machine learning (preprint) LF DANTAS, IT PERES, LSL BASTOS, JF MARCHESI, GFG DE SOUZA, ...		2020

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