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Page 1
Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset.
de Paiva BBM, Pereira PD, de Andrade CMV, Gomes VMR, Souza-Silva MVR, Martins KPMP, Sales TLS, de Carvalho RLR, Pires MC, Ramos LEF, Silva RT, de Freitas Martins Vieira A, Nunes AGS, de Oliveira Jorge A, de Oliveira Maurílio A, Scotton ALBA, da Silva CTCA, Cimini CCR, Ponce D, Pereira EC, Manenti ERF, Rodrigues FD, Anschau F, Botoni FA, Bartolazzi F, Grizende GMS, Noal HC, Duani H, Gomes IM, Costa JHSM, di Sabatino Santos Guimarães J, Tupinambás JT, Rugolo JM, Batista JDL, de Alvarenga JC, Chatkin JM, Ruschel KB, Zandoná LB, Pinheiro LS, Menezes LSM, de Oliveira LMC, Kopittke L, Assis LA, Marques LM, Raposo MC, Floriani MA, Bicalho MAC, Nogueira MCA, de Oliveira NR, Ziegelmann PK, Paraiso PG, de Lima Martelli PJ, Senger R, Menezes RM, Francisco SC, Araújo SF, Kurtz T, Fereguetti TO, de Oliveira TC, Ribeiro YCNMB, Ramires YC, Lima MCPB, Carneiro M, Bezerra AFB, Schwarzbold AV, de Moura Costa AS, Farace BL, Silveira DV, de Almeida Cenci EP, Lucas FB, Aranha FG, Bastos GAN, Vietta GG, Nascimento GF, Vianna HR, Guimarães HC, de Morais JDP, Moreira LB, de Oliveira LS, de Deus Sousa L, de Souza Viana L, de Souza Cabral MA, Ferreira MAP, de Godoy MF, de Figueiredo MP, Guimarães-Ju… See abstract for full author list ➔ de Paiva BBM, et al. Among authors: rodrigues fd. Sci Rep. 2023 Mar 1;13(1):3463. doi: 10.1038/s41598-023-28579-z. Sci Rep. 2023. PMID: 36859446 Free PMC article.
Clinical characteristics and outcomes of patients hospitalized with COVID-19 in Brazil: Results from the Brazilian COVID-19 registry.
Marcolino MS, Ziegelmann PK, Souza-Silva MVR, Nascimento IJB, Oliveira LM, Monteiro LS, Sales TLS, Ruschel KB, Martins KPMP, Etges APBS, Molina I, Polanczyk CA; Brazilian COVID-19 Registry Investigators. Marcolino MS, et al. Int J Infect Dis. 2021 Jun;107:300-310. doi: 10.1016/j.ijid.2021.01.019. Epub 2021 Jan 12. Int J Infect Dis. 2021. PMID: 33444752 Free PMC article.
Chagas disease and SARS-CoV-2 coinfection does not lead to worse in-hospital outcomes.
Molina I, Marcolino MS, Pires MC, Ramos LEF, Silva RT, Guimarães-Júnior MH, de Oliveira IJR, de Carvalho RLR, Nunes AGS, de Barros ALRM, Scotton ALBA, Madureira AAC, Farace BL, de Carvalho CA, Rodrigues FD, Anschau F, Botoni FA, Nascimento GF, Duani H, Guimarães HC, de Alvarenga JC, Moreira LB, Zandoná LB, de Almeida LF, Oliveira LM, Kopittke L, de Castro LC, Santos LEA, de Souza Cabral MA, Ferreira MAP, da Cunha Severino Sampaio N, de Oliveira NR, Assaf PL, Lopes SJTS, Fereguetti TO, Dos Santos VB, de Carvalho VEB, Ramires YC, Ribeiro ALP, Moscoso FAB, Moura R, Polanczyk CA, do Carmo Pereira Nunes M. Molina I, et al. Among authors: rodrigues fd. Sci Rep. 2021 Oct 13;11(1):20289. doi: 10.1038/s41598-021-96825-3. Sci Rep. 2021. PMID: 34645833 Free PMC article.
Hypothyroidism does not lead to worse prognosis in COVID-19: findings from the Brazilian COVID-19 registry.
Pereira DN, Silveira LFG, Guimarães MMM, Polanczyk CA, Nunes AGS, Costa ASM, Farace BL, Cimini CCR, Carvalho CA, Ponce D, Roesch EW, Manenti ERF, Lucas FB, Rodrigues FD, Anschau F, Aranha FG, Bartolazzi F, Vietta GG, Nascimento GF, Duani H, Vianna HR, Guimarães HC, Costa JHSM, Batista JDL, Alvarenga JC, Chatkin JM, Morais JDP, Machado-Rugolo J, Ruschel KB, Pinheiro LS, Menezes LSM, Couto LSF, Kopittke L, Castro LC, Nasi LA, Cabral MAS, Floriani MA, Souza MD, Carneiro M, Bicalho MAC, Godoy MF, Nogueira MCA, Guimarães Júnior MH, Sampaio NDCS, Oliveira NR, Assaf PL, Finger RG, Campos RX, Menezes RM, Francisco SC, Alvarenga SP, Guimarães SMM, Araújo SF, Oliveira TF, Diniz THO, Ramires YC, Cenci EPA, Oliveira TC, Schwarzbold AV, Ziegelmann PK, Pozza R, Carvalho CS, Pires MC, Marcolino MS. Pereira DN, et al. Among authors: rodrigues fd. Int J Infect Dis. 2022 Mar;116:319-327. doi: 10.1016/j.ijid.2022.01.016. Epub 2022 Jan 19. Int J Infect Dis. 2022. PMID: 35065257 Free PMC article.
Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation.
de Moraes EV, Pires MC, Costa AAA, Nunes AGS, de Amorim CL, Manenti ERF, Lucas FB, Rodrigues FD, Anschau F, do Nascimento GF, Vietta GG, Moreira JFB, Ruschel KB, Costa MA, Duraes PAA, Van Der Sand Germani PA, Dos Reis PP, Menezes RM, da Rocha LCD, Gonçalves MA, Tupinambas U, Marcolino MS. de Moraes EV, et al. Among authors: rodrigues fd. BMC Infect Dis. 2024 Sep 27;24(1):1052. doi: 10.1186/s12879-024-09865-1. BMC Infect Dis. 2024. PMID: 39333931 Free PMC article.
29 results