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A New Natural Language Processing-Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study.
Paiva B, Gonçalves MA, da Rocha LCD, Marcolino MS, Lana FCB, Souza-Silva MVR, Almeida JM, Pereira PD, de Andrade CMV, Gomes AGDR, Ferreira MAP, Bartolazzi F, Sacioto MF, Boscato AP, Guimarães-Júnior MH, Dos Reis PP, Costa FR, Jorge AO, Coelho LR, Carneiro M, Sales TLS, Araújo SF, Silveira DV, Ruschel KB, Santos FCV, Cenci EPA, Menezes LSM, Anschau F, Bicalho MAC, Manenti ERF, Finger RG, Ponce D, de Aguiar FC, Marques LM, de Castro LC, Vietta GG, Godoy MF, Vilaça MDN, Morais VC. Paiva B, et al. Among authors: goncalves ma. JMIR Med Inform. 2024 Oct 28;12:e54246. doi: 10.2196/54246. JMIR Med Inform. 2024. PMID: 39467275 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: goncalves ma. 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.
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-Junior MH… See abstract for full author list ➔ de Paiva BBM, et al. Among authors: goncalves ma. Sci Rep. 2023 Mar 1;13(1):3463. doi: 10.1038/s41598-023-28579-z. Sci Rep. 2023. PMID: 36859446 Free PMC article.
Temporal validation of the MMCD score to predict kidney replacement therapy and in-hospital mortality in COVID-19 patients.
das Graças José Ventura V, Pereira PD, Pires MC, Asevedo AA, de Oliveira Jorge A, Dos Santos ACP, de Moura Costa AS, Dos Reis Gomes AG, Lima BF, Pessoa BP, Cimini CCR, de Andrade CMV, Ponce D, Rios DRA, Pereira EC, Manenti ERF, de Almeida Cenci EP, Costa FR, Anschau F, Aranha FG, Vigil FMB, Bartolazzi F, Aguiar GG, Grizende GMS, Batista JDL, Neves JVB, Ruschel KB, do Nascimento L, de Oliveira LMC, Kopittke L, de Castro LC, Sacioto MF, Carneiro M, Gonçalves MA, Bicalho MAC, da Paula Sordi MA, da Cunha Severino Sampaio N, Paraíso PG, Menezes RM, Araújo SF, de Assis VCM, de Paula Farah K, Marcolino MS. das Graças José Ventura V, et al. Among authors: goncalves ma. BMC Nephrol. 2023 Oct 4;24(1):292. doi: 10.1186/s12882-023-03341-9. BMC Nephrol. 2023. PMID: 37794354 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: goncalves ma. 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.
Infodemics and health misinformation: a systematic review of reviews.
Borges do Nascimento IJ, Pizarro AB, Almeida JM, Azzopardi-Muscat N, Gonçalves MA, Björklund M, Novillo-Ortiz D. Borges do Nascimento IJ, et al. Among authors: goncalves ma. Bull World Health Organ. 2022 Sep 1;100(9):544-561. doi: 10.2471/BLT.21.287654. Epub 2022 Jun 30. Bull World Health Organ. 2022. PMID: 36062247 Free PMC article. Review.
224 results