Dengue prediction in Latin America using machine learning and the one health perspective: a literature review

M Cabrera, J Leake, J Naranjo-Torres… - Tropical Medicine and …, 2022 - mdpi.com
Dengue fever is a serious and growing public health problem in Latin America and
elsewhere, intensified by climate change and human mobility. This paper reviews the …

Bayesian spatial and spatio-temporal approaches to modelling dengue fever: a systematic review

A Aswi, SM Cramb, P Moraga… - Epidemiology & Infection, 2019 - cambridge.org
Dengue fever (DF) is one of the world's most disabling mosquito-borne diseases, with a
variety of approaches available to model its spatial and temporal dynamics. This paper aims …

Use of Mapping and Spatial and Space-Time Modeling Approaches in Operational Control of Aedes aegypti and Dengue

L Eisen, S Lozano-Fuentes - PLoS neglected tropical diseases, 2009 - journals.plos.org
The aims of this review paper are to 1) provide an overview of how mapping and spatial and
space-time modeling approaches have been used to date to visualize and analyze mosquito …

Spatiotemporal dynamics, risk areas and social determinants of dengue in Northeastern Brazil, 2014–2017: an ecological study

RF do Carmo, JVJ Silva Júnior, AF Pastor… - Infectious diseases of …, 2020 - Springer
Background Dengue fever is an arthropod-borne viral disease caused by dengue virus
(DENV) and transmitted by Aedes mosquitoes. The Northeast region of Brazil is …

Relative risk estimation of dengue disease at small spatial scale

DA Martínez-Bello, A López-Quílez… - International Journal of …, 2017 - Springer
Background Dengue is a high incidence arboviral disease in tropical countries around the
world. Colombia is an endemic country due to the favourable environmental conditions for …

[HTML][HTML] Geographical information systems for dengue surveillance

J Duncombe, A Clements, W Hu… - The American journal …, 2012 - ncbi.nlm.nih.gov
This review provides details on the role of Geographical Information Systems (GIS) in current
dengue surveillance systems and focuses on the application of open access GIS technology …

Spatial connectivity in mosquito-borne disease models: a systematic review of methods and assumptions

SA Lee, CI Jarvis, WJ Edmunds… - Journal of The …, 2021 - royalsocietypublishing.org
Spatial connectivity plays an important role in mosquito-borne disease transmission.
Connectivity can arise for many reasons, including shared environments, vector ecology and …

Spatial stochastic frontier models: accounting for unobserved local determinants of inefficiency

AM Schmidt, ARB Moreira, SM Helfand… - Journal of Productivity …, 2009 - Springer
This paper analyzes the productivity of farms across 370 municipalities in the Center-West
region of Brazil. A stochastic frontier model with a latent spatial structure is proposed to …

Two-level resolution of relative risk of dengue disease in a hyperendemic city of Colombia

A Adin, DA Martínez-Bello, A López-Quílez… - PLoS One, 2018 - journals.plos.org
Risk maps of dengue disease offer to the public health officers a tool to model disease risk in
space and time. We analyzed the geographical distribution of relative incidence risk of …

Modelling zero-inflated spatio-temporal processes

MVM Fernandes, AM Schmidt… - Statistical …, 2009 - journals.sagepub.com
We consider models for spatio-temporal processes which assume either non-negative
values, and often are observed as zero, or discrete values and are also inflated by zeros …