Cargando…

A data-driven model to describe and forecast the dynamics of COVID-19 transmission

This paper proposes a dynamic model to describe and forecast the dynamics of the coronavirus disease COVID-19 transmission. The model is based on an approach previously used to describe the Middle East Respiratory Syndrome (MERS) epidemic. This methodology is used to describe the COVID-19 dynamics i...

Descripción completa

Detalles Bibliográficos
Autores principales:	Paiva, Henrique Mohallem, Afonso, Rubens Junqueira Magalhães, de Oliveira, Igor Luppi, Garcia, Gabriele Fernandes
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7394373/ https://www.ncbi.nlm.nih.gov/pubmed/32735581 http://dx.doi.org/10.1371/journal.pone.0236386

Ejemplares similares

A computational tool for trend analysis and forecast of the COVID-19 pandemic
por: Paiva, Henrique Mohallem, et al.
Publicado: (2021)

Study of the COVID-19 pandemic trending behavior in Israeli cities
por: Paiva, Henrique Mohallem, et al.
Publicado: (2021)

On the Effects of Artificial Feeding on Bee Colony Dynamics: A Mathematical Model
por: Paiva, Juliana Pereira Lisboa Mohallem, et al.
Publicado: (2016)

Forecasting Covid-19 Dynamics in Brazil: A Data Driven Approach
por: Pereira, Igor Gadelha, et al.
Publicado: (2020)

Data-driven analysis and forecasting of highway traffic dynamics
por: Avila, A. M., et al.
Publicado: (2020)

Computational load reduction of the agent guidance problem using Mixed Integer Programming
por: Battagello, Vinícius Antonio, et al.
Publicado: (2020)

Assessing the impact of data-driven limitations on tracing and forecasting the outbreak dynamics of COVID-19
por: Fiscon, Giulia, et al.
Publicado: (2021)

Forecasting of COVID-19: spread with dynamic transmission rate
por: Zeng, Yiping, et al.
Publicado: (2020)

Demand-Driven Forecasting: A Structured Approach to Forecasting
por: Chase, Charles
Publicado: (2013)

Inference of transmission dynamics and retrospective forecast of invasive meningococcal disease
por: Cascante-Vega, Jaime, et al.
Publicado: (2023)

Forecasting COVID-19 pandemic: A data-driven analysis
por: Nabi, Khondoker Nazmoon
Publicado: (2020)

Dynamic of Mayaro Virus Transmission in Aedes aegypti, Culex quinquefasciatus Mosquitoes, and a Mice Model
por: Krokovsky, Larissa, et al.
Publicado: (2023)

Transmission dynamics and forecasts of the COVID-19 pandemic in Mexico, March-December 2020
por: Tariq, Amna, et al.
Publicado: (2021)

Spontaneous variability in gamma dynamics described by a damped harmonic oscillator driven by noise
por: Spyropoulos, Georgios, et al.
Publicado: (2022)

Transmission dynamics of cholera in Yemen, 2017: a real time forecasting
por: Nishiura, Hiroshi, et al.
Publicado: (2017)

Phylodynamics and migration data help describe HIV transmission dynamics in internally displaced people who inject drugs in Ukraine
por: Kovalenko, Ganna, et al.
Publicado: (2023)

Forecasting Chikungunya spread in the Americas via data-driven empirical approaches
por: Escobar, Luis E., et al.
Publicado: (2016)

Data-driven outbreak forecasting with a simple nonlinear growth model
por: Lega, Joceline, et al.
Publicado: (2016)

Iterative data-driven forecasting of the transmission and management of SARS-CoV-2/COVID-19 using social interventions at the county-level
por: Newcomb, Ken, et al.
Publicado: (2022)

Data-driven curation process for describing the blood glucose management in the intensive care unit
por: Robles Arévalo, Aldo, et al.
Publicado: (2021)

Transmission Dynamics and Short-Term Forecasts of COVID-19: Nepal 2020/2021
por: Dahal, Sushma, et al.
Publicado: (2021)

Forecasting success via early adoptions analysis: A data-driven study
por: Rossetti, Giulio, et al.
Publicado: (2017)

Data-driven modeling and forecasting of COVID-19 outbreak for public policy making
por: Hasan, A., et al.
Publicado: (2022)

Cross-sectional analysis and data-driven forecasting of confirmed COVID-19 cases
por: Jing, Nan, et al.
Publicado: (2021)

Data driven pathway analysis and forecast of global warming and sea level rise
por: Song, Jiecheng, et al.
Publicado: (2023)

Forecast error correction using dynamic data assimilation
por: Lakshmivarahan, Sivaramakrishnan, et al.
Publicado: (2016)

NeuroML-DB: Sharing and characterizing data-driven neuroscience models described in NeuroML
por: Birgiolas, Justas, et al.
Publicado: (2023)

Dynamics of COVID-19 transmission with comorbidity: a data driven modelling based approach
por: Das, Parthasakha, et al.
Publicado: (2021)

Purely satellite data–driven deep learning forecast of complicated tropical instability waves
por: Zheng, Gang, et al.
Publicado: (2020)

Data-Driven Forecasting of Agitation for Persons with Dementia: A Deep Learning-Based Approach
por: HekmatiAthar, SeyyedPooya, et al.
Publicado: (2021)

Knowledge-based and data-driven underground pressure forecasting based on graph structure learning
por: Wang, Yue, et al.
Publicado: (2022)

Data-driven models for atmospheric air temperature forecasting at a continental climate region
por: Alomar, Mohamed Khalid, et al.
Publicado: (2022)

Describing numerical variables: which are the most appropriate parameters to describe the data?
por: Duquia, Rodrigo Pereira, et al.
Publicado: (2017)

Describing the Primary Care Actions of Oral Health Teams in Brazil
por: dos Reis, Clarice Magalhães Rodrigues, et al.
Publicado: (2015)

Using Mobility Data to Understand and Forecast COVID19 Dynamics
por: Wang, Lijing, et al.
Publicado: (2020)

Forecasting of COVID-19: transmission models and beyond
por: Zhao, Yang, et al.
Publicado: (2020)

Forecasting Trachoma Control and Identifying Transmission-Hotspots
por: Blumberg, Seth, et al.
Publicado: (2021)

Ensemble-Based Interpretations of NMR Structural Data to Describe Protein Internal Dynamics
por: Ángyán, Annamária F., et al.
Publicado: (2013)

Forecasting the COVID-19 transmission in Italy based on the minimum spanning tree of dynamic region network
por: Dong, Min, et al.
Publicado: (2021)

Understanding and forecasting phreatic eruptions driven by magmatic degassing
por: Stix, John, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_a8m6urd6vgff3d8fkipdetbf6s