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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-Junior MH… See abstract for full author list ➔ de Paiva BBM, et al. Among authors: marcolino ms. Sci Rep. 2023 Mar 1;13(1):3463. doi: 10.1038/s41598-023-28579-z. Sci Rep. 2023. PMID: 36859446 Free PMC article.
Applying systems thinking to identify enablers and challenges to scale-up interventions for hypertension and diabetes in low-income and middle-income countries: protocol for a longitudinal mixed-methods study.
Ramani-Chander A, Joshi R, van Olmen J, Wouters E, Delobelle P, Vedanthan R, Miranda JJ, Oldenburg B, Sherwood S, Rawal LB, Mash RJ, Irazola VE, Martens M, Lazo-Porras M, Liu H, Agarwal G, Waqa G, Marcolino MS, Esandi ME, Ribeiro ALP, Probandari A, González-Salazar F, Shrestha A, Sujarwoto S, Levitt N, Paredes M, Sugishita T, Batal M, Li Y, Haghparast-Bidgoli H, Naanyu V, He FJ, Zhang P, Mfinanga SG, De Neve JW, Daivadanam M, Siddiqi K, Geldsetzer P, Klipstein-Grobusch K, Huffman MD, Webster J, Ojji D, Beratarrechea A, Tian M, Postma M, Owolabi MO, Birungi J, Antonietti L, Ortiz Z, Patel A, Peiris D, Schouw D, Koot J, Nakamura K, Tampubolon G, Thrift AG; Global Alliance for Chronic Diseases Upscaling Working Group Collaborators.. Ramani-Chander A, et al. Among authors: marcolino ms. BMJ Open. 2022 Apr 18;12(4):e053122. doi: 10.1136/bmjopen-2021-053122. BMJ Open. 2022. PMID: 35437244 Free PMC article.
[Telemedicine guideline in Patient Care with Acute Coronary Syndrome and Other heart Diseases].
Oliveira Junior MT, Canesin MF, Marcolino MS, Ribeiro AL, Carvalho AC, Reddy S, Santos AR, Fernandes AM, Amaral AZ, Rezende AC, Nechar Junior A, Nascimento BR, Pastore CA, Wen CL, Gualandro DM, Napoli DG, França FF, Feitosa-Filho GS, Saad JA, Pilli J, Paula LJ, Lodi-Junqueira L, Cesar LA, Bodanese LC, Gutierrez MA, Alkmim MB, Nunes MB, Medeiros OO, Moreno RA, Gundim RS, Montenegro ST, Nazima WI. Oliveira Junior MT, et al. Among authors: marcolino ms. Arq Bras Cardiol. 2015 Jun;104(5 Suppl 1):1-26. doi: 10.5935/abc.20150057. Epub 2015 Jun 1. Arq Bras Cardiol. 2015. PMID: 26039716 Free article. Portuguese. No abstract available.
Development and Evaluation of a Mobile Decision Support System for Hypertension Management in the Primary Care Setting in Brazil: Mixed-Methods Field Study on Usability, Feasibility, and Utility.
Silveira DV, Marcolino MS, Machado EL, Ferreira CG, Alkmim MBM, Resende ES, Carvalho BC, Antunes AP, Ribeiro ALP. Silveira DV, et al. Among authors: marcolino ms. JMIR Mhealth Uhealth. 2019 Mar 25;7(3):e9869. doi: 10.2196/mhealth.9869. JMIR Mhealth Uhealth. 2019. PMID: 30907740 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.
119 results