Temporal and spatiotemporal arboviruses forecasting by machine learning: a systematic review

CL Lima, ACG da Silva, GMM Moreno… - Frontiers in Public …, 2022 - frontiersin.org
Arboviruses are a group of diseases that are transmitted by an arthropod vector. Since they
are part of the Neglected Tropical Diseases that pose several public health challenges for …

Forecasting dengue fever in Brazil: An assessment of climate conditions

LM Stolerman, PD Maia, JN Kutz - PloS one, 2019 - journals.plos.org
Local climate conditions play a major role in the biology of the Aedes aegypti mosquito, the
main vector responsible for transmitting dengue, zika, chikungunya and yellow fever in …

Predicting dengue outbreaks in Brazil with manifold learning on climate data

C Souza, P Maia, LM Stolerman, V Rolla… - Expert Systems with …, 2022 - Elsevier
Tropical countries face urgent public health challenges regarding epidemic control of
Dengue. Since effective vector-control efforts depend on the timing in which public policies …

Predicting dengue fever outbreaks in French Guiana using climate indicators

A Adde, P Roucou, M Mangeas, V Ardillon… - PLoS neglected …, 2016 - journals.plos.org
Background Dengue fever epidemic dynamics are driven by complex interactions between
hosts, vectors and viruses. Associations between climate and dengue have been studied …

Modelling dengue fever risk in the State of Yucatan, Mexico using regional-scale satellite-derived sea surface temperature

AE Laureano-Rosario, JE Garcia-Rejon… - Acta tropica, 2017 - Elsevier
Accurately predicting vector-borne diseases, such as dengue fever, is essential for
communities worldwide. Changes in environmental parameters such as precipitation, air …

Studi Ekologi Hubungan Kejadian Demam Berdarah Dengue (DBD) dengan Faktor Iklim di Kota Administrasi Jakarta Pusat, Indonesia Tahun 1999-2018

F Nugraha, B Haryanto, RA Wulandari… - Jurnal Ilmu …, 2021 - journals.stikim.ac.id
Abstract Demam Berdarah Dengue (DBD) merupakan vector-borne disease dengan tingkat
prevalensi tertinggi di dunia. Jumlah kasus DBD telah meningkat di sejumlah negara dalam …

The impacts of precipitation patterns on dengue epidemics in Guangzhou city

H Meng, J Xiao, T Liu, Z Zhu, D Gong, M Kang… - International Journal of …, 2021 - Springer
Some studies have demonstrated that precipitation is an important risk factor of dengue
epidemics. However, current studies mostly focused on a single precipitation variable, and …

Non-parametric tests and multivariate analysis applied to reported dengue cases in Brazil

JF de Oliveira-Júnior, G Gois, EB da Silva… - Environmental …, 2019 - Springer
Dengue is among the largest public health problems in Brazil. Reported dengue cases via
DATASUS were correlated with reanalysis data from NCEP (rainfall and air temperature) …

Evaluation of hydrologic and meteorological impacts on dengue fever incidences in southern Taiwan using time-frequency analysis methods

CW Tsai, TG Yeh, YR Hsiao - Ecological Informatics, 2018 - Elsevier
Extreme weather events are occurring more frequently as a result of climate change.
Recently dengue fever has become a serious issue in southern Taiwan. It may have …

Evaluation of the models for forecasting dengue in Brazil from 2000 to 2017: An ecological time-series study

MVM Lima, GZ Laporta - Insects, 2020 - mdpi.com
Simple Summary Dengue is an infectious disease that affects thousand millions of people
worldwide every year. Here we applied statistical modeling for forecasting future epidemics …