Quantifying Effects, Forecasting Releases, and Herd Immunity of the Covid-19 Epidemic in S. Paulo, Brazil
Celaschi, S.
Show abstract
A simple and well known epidemiological deterministic model was selected to estimate the main results for the basic dynamics of the Covid-19 epidemic breakout in the city of Sao Paulo - Brazil. The methodology employed the SEIR Model to characterize the epidemics outbreak and future outcomes. A time-dependent incidence weight on the SEIR reproductive basic number accounts for local Mitigation Policies (MP). The insights gained from analysis of these successful interventions were used to quantify shifts and reductions on active cases, casualties, and estimatives on required medical facilities (ITU). This knowledge can be applied to other Brazilian areas. The analysis was applied to forecast the consequences of releasing the MP over specific periods of time. Herd Immunity (HI) analysis allowed estimating how far we are from reaching the HI threshold value, and the price to be paid.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Modelling the Test, Trace and Quarantine Strategy to Control the COVID-19 Epidemic in the State of São Paulo, Brazil 96%
- Estimative of real number of infections by COVID-19 on Brazil and possible scenarios 96%
- Estimate of the rate of unreported COVID-19 cases during the first outbreak in Rio de Janeiro 95%
Similar papers in this journal
- Mathematical modeling of the transmission of SARS-CoV-2 '' Evaluating the impact of isolation in Sao Paulo State (Brazil) and lockdown in Spain associated with protective measures on the epidemic of covid-19 95%
- On mobility trends analysis of COVID-19 dissemination in Mexico City 94%
- Modeling the initial phase of COVID-19 epidemic: The role of age and disease severity in the Basque Country, Spain 94%
Similar papers in this journal
- Several countries in one: a mathematical modeling analysis for COVID-19 in inner Brazil 96%
- Model Based Estimation of the SARS-CoV-2 Immunization Level in Austria and Consequences for Herd Immunity Effects 94%
- Strategies for COVID-19 vaccination under a shortage scenario: a geo-stochastic modelling approach 94%
Similar papers in this journal
- Assessing the nationwide impact of COVID-19 mitigation policies on the transmission rate of SARS-CoV-2 in Brazil 94%
- Game theory of vaccination and depopulation for managing avian influenza on poultry farms 94%
- Covid-19 Belgium: Extended SEIR-QD model with nursing homes and long-term scenarios-based forecasts 94%
Similar papers in this journal
- Gaussian Process Emulation for Modeling Dengue Outbreak Dynamics 93%
- Modelling to explore the potential impact of asymptomatic human infections on transmission and dynamics of African sleeping sickness 93%
- On the impact of re-mating and residual fertility on the Sterile Insect Technique efficacy: case study with the medfly, Ceratitis capitata 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.