Round 2 - Grand Challenges Brazil

Challenge

Goal

Projects

Use of real-world data and machine learning to monitor maternal mortality and severe maternal morbidity

Data science

Published Studies

Neonatal mortality prediction with routinely collected data: a machine learning approach — 21/07/2021

COVID-19 Vaccines Confer Protection in Hospitalized Pregnant and Postpartum Women with Severe COVID-19: A Retrospective Cohort Study — 10/05/2022

Demographic and epidemiological characteristics of pregnant and postpartum women who died from severe acute respiratory syndrome in Brazil: A retrospective cohort study comparing COVID- 19 and nonspecific etiologic causes — 03/10/2022

Association between preterm births and socioeconomic development: analysis of national data — 17/05/2022

Francisco, Rossana Pulcineli Vieira, Lucas Lacerda, and Agatha S. Rodrigues. "Obstetric Observatory BRAZIL-COVID-19: 1031 maternal deaths because of COVID-19 and the unequal access to health care services." Clinics 76 (2021). — //

Gonçalves BMM, Franco RPV, Rodrigues AS (2021) Maternal mortality associated with COVID-19 in Brazil in 2020 and 2021: Comparison with non-pregnant women and men. PLoS ONE 16(12): e0261492 — //

Paganoti, C.d.F.; Rodrigues, A.S.; Francisco, R.P.V.; Costa, R.A.d. The Influenza Vaccine May Protect Pregnant and Postpartum Women against Severe COVID-19. Vaccines 2022, 10, 206. — //

Zanon, A.B.B.; Júnior, E.R.R.; Monroy, N.A.J.; de Godoi, L.G.; de Mattos, B.R.; Paganoti, C.d.F.; Francisco, R.P.V.; Rodrigues, A.S.; da Costa, R.A. The Effect of Being Pregnant during Respiratory Pandemics: A Comparison between 2009/10 Flu and 2020/21 COVID-19 Pandemic in Brazil. Vaccines 2022, 10, 1202. — //

Franco, V. F., Rodrigues, A. S., Junior, E. R. R., de Godói, L. G., Monroy, N. A. J., da Costa, R. A., & Francisco, R. P. V. (2022). Demographic and epidemiological characteristics of pregnant and postpartum women who died from severe acute respiratory syndrome in Brazil: A retrospective cohort study comparing COVID-19 and nonspecific etiologic causes. Plos one, 17(10), e0274797. — //

Serra, F.E.; Rosa Junior, E.R.; de Rossi, P.; Francisco, R.P.V.; Rodrigues, A.S. COVID-19: Impact of Original, Gamma, Delta, and Omicron Variants of SARS-CoV-2 in Vaccinated and Unvaccinated Pregnant and Postpartum Women. Vaccines 2022, 10, 2172. — //