Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation.
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| Title: | Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation. |
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| Authors: | de Moraes EV; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil. eduardohmob@gmail.com., Pires MC; Department of Statistics, Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, 6627, ICEx, sala 4071, Belo Horizonte, Brazil., Costa AAA; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil., Nunes AGS; Hospital Unimed-BH, Av. do Contorno, Belo Horizonte, 3097, Brazil., de Amorim CL; Universidade Federal dos Vales do Jequitinhonha e Mucuri (UFVJM), R. da Glória, 187, Diamantina, Brazil., Manenti ERF; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil., Lucas FB; Hospital Santo Antônio, Praça Dr. Márcio Carvalho Lopes Filho, 501, Curvelo, Brazil., Rodrigues FD; University Hospital of Porto Alegre, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil., Anschau F; Hospital Nossa Senhora da Conceição, Av. Francisco Trein, 326, Porto Alegre, Brazil.; Hospital Cristo Redentor, Rua Domingos Rubbo, 20, Porto Alegre, Brazil., do Nascimento GF; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil., Vietta GG; Hospital SOS Cárdio, Rodovia SC-401, 121, Florianópolis, Brazil., Moreira JFB; Universidade Federal da Bahia, Av. Milton Santos, Vitória da Conquista, Brazil., Ruschel KB; Hospital Universitário Canoas, Av. Farroupilha, Porto Alegre, 8001, Brazil.; Hospital Mãe de Deus, R. José de Alencar, 286, Porto Alegre, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil., Costa MA; Hospital Risoleta Tolentino Neves, R. das Gabirobas, 1, Belo Horizonte, Brazil., Duraes PAA; Pontifıcia Universidade Católica de Minas Gerais (PUCMG), R. Dom José Gaspar, 500, Belo Horizonte, Brazil., Van Der Sand Germani PA; Centro Infant, Department of Pediatrics, School of Medicine, Pontifıcia Universidade Católica do Rio Grande do Sul (PUCRS), Av. Ipiranga, Porto Alegre, 6681, Brazil., Dos Reis PP; Hospital Metropolitano Doutor Célio de Castro, R. Dona Luiza, 311, Belo Horizonte, Brazil., Menezes RM; Hospital Santa Cruz, R. Fernando Abott, 174, Santa Cruz do Sul, Brazil., da Rocha LCD; Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del- Rei, Brazil.; Computer science department of Universidade Federal de São João del-Rei, Praça Frei Orlando, 170, São João del-Rei, Brazil., Gonçalves MA; Computer Science Department of Universidade Federal de Minas Gerais, Av. Presidente Antônio Carlos, Belo Horizonte, 6627, Brazil., Tupinambas U; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil., Marcolino MS; Medical School and University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, CEP 30130-100, Brazil.; Institute for Health and Technology Assessment, R. Ramiro Barcelos, Porto Alegre, 2350, Brazil.; Department of Internal Medicine, Medical School & Telehealth Center, University Hospital, Universidade Federal de Minas Gerais, Av. Professor Alfredo Balena, 110, Belo Horizonte, Brazil. |
| Source: | BMC infectious diseases [BMC Infect Dis] 2024 Sep 27; Vol. 24 (1), pp. 1052. Date of Electronic Publication: 2024 Sep 27. |
| Publication Type: | Journal Article; Multicenter Study |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968551 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2334 (Electronic) Linking ISSN: 14712334 NLM ISO Abbreviation: BMC Infect Dis Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 1471-2334 |
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| DOI: | 10.1186/s12879-024-09865-1 |
