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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: ferreira map. 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: ferreira map. Sci Rep. 2021 Oct 13;11(1):20289. doi: 10.1038/s41598-021-96825-3. Sci Rep. 2021. PMID: 34645833 Free PMC article.
Predictors of venous thromboembolism in COVID-19 patients: results of the COVID-19 Brazilian Registry.
da Silveira WC, Ramos LEF, Silva RT, de Paiva BBM, Pereira PD, Schwarzbold AV, Garbini AF, Barreira BSM, de Castro BM, Ramos CM, Gomes CD, Cimini CCR, Pereira EC, Roesch EW, Kroger EMS, Aranha FFMG, Anschau F, Botoni FA, Aranha FG, Crestani GP, Vietta GG, Bastos GAN, Costa JHSM, da Fonseca JRCS, Ruschel KB, de Oliveira LS, Pinheiro LS, Pacheco LS, Segala LB, Couto LSF, Kopittke L, Floriani MA, Silva MM, Carneiro M, Ferreira MAP, Martins MAP, de Faria MNZ, Nogueira MCA, Guimarães Júnior MH, Sampaio NDCS, de Oliveira NR, Pertile NM, Andrade PGS, Assaf PL, Valacio RA, Menezes RM, Francisco SC, Guimarães SMM, Araújo SF, Rezende SM, Pereira SA, Kurtz T, Fereguetti TO, Polanczyk CA, Pires MC, Gonçalves MA, Marcolino MS. da Silveira WC, et al. Among authors: ferreira map. Intern Emerg Med. 2022 Oct;17(7):1863-1878. doi: 10.1007/s11739-022-03002-z. Epub 2022 Jun 1. Intern Emerg Med. 2022. PMID: 35648280 Free PMC article.
Neurological manifestations by sex and age group in COVID-19 inhospital patients.
Pereira DN, Bicalho MAC, Jorge AO, Gomes AGDR, Schwarzbold AV, Araújo ALH, Cimini CCR, Ponce D, Rios DRA, Grizende GMS, Manenti ERF, Anschau F, Aranha FG, Bartolazzi F, Batista JDL, Tupinambás JT, Ruschel KB, Ferreira MAP, Paraíso PG, Araújo SF, Teixeira AL, Marcolino MS. Pereira DN, et al. Among authors: ferreira map. eNeurologicalSci. 2022 Sep;28:100419. doi: 10.1016/j.ensci.2022.100419. Epub 2022 Jul 30. eNeurologicalSci. 2022. PMID: 35935176 Free PMC article.
Real-Life Data on Hydroxychloroquine or Chloroquine with or Without Azithromycin in COVID-19 Patients: A Retrospective Analysis in Brazil.
Souza-Silva MVR, Pereira DN, Pires MC, Vasconcelos IM, Schwarzbold AV, Vasconcelos DH, Pereira EC, Manenti ERF, Costa FR, Aguiar FC, Anschau F, Bartolazzi F, Nascimento GF, Vianna HR, Batista JDL, Machado-Rugolo J, Ruschel KB, Ferreira MAP, Oliveira LS, Menezes LSM, Ziegelmann PK, Tofani MGT, Bicalho MAC, Nogueira MCA, Guimarães-Júnior MH, Aguiar RLO, Rios DRA, Polanczyk CA, Marcolino MS. Souza-Silva MVR, et al. Among authors: ferreira map. Arq Bras Cardiol. 2023 Sep;120(9):e20220935. doi: 10.36660/abc.20220935. Arq Bras Cardiol. 2023. PMID: 37878893 Free PMC article. English, Portuguese.
39 results