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Deep learning models for forecasting dengue fever based on climate data in Vietnam
VH Nguyen, TT Tuyet-Hanh, J Mulhall… - PLoS Neglected …, 2022 - journals.plos.org
Background Dengue fever (DF) represents a significant health burden in Vietnam, which is
forecast to worsen under climate change. The development of an early-warning system for …
forecast to worsen under climate change. The development of an early-warning system for …
Machine learning and dengue forecasting: Comparing random forests and artificial neural networks for predicting dengue burden at national and sub-national scales …
N Zhao, K Charland, M Carabali… - PLoS neglected …, 2020 - journals.plos.org
The robust estimate and forecast capability of random forests (RF) has been widely
recognized, however this ensemble machine learning method has not been widely used in …
recognized, however this ensemble machine learning method has not been widely used in …
Open data mining for Taiwan's dengue epidemic
CH Wu, SC Kao, CH Shih, MH Kan - Acta tropica, 2018 - Elsevier
By using a quantitative approach, this study examines the applicability of data mining
technique to discover knowledge from open data related to Taiwan's dengue epidemic. We …
technique to discover knowledge from open data related to Taiwan's dengue epidemic. We …
[HTML][HTML] Influence of climatic factors on the life stages of Aedes mosquitoes and vectorial transmission: A review
Vector-borne diseases are rampant across the world. Studies have been conducted to
assess the impact of climatic factors on the life stages of various mosquito species. In this …
assess the impact of climatic factors on the life stages of various mosquito species. In this …
Association of climate factors with dengue incidence in Bangladesh, Dhaka City: a count regression approach
Abstract Background In Bangladesh, particularly in Dhaka city, dengue fever is a major
factor in serious sickness and hospitalization. The weather influences the temporal and …
factor in serious sickness and hospitalization. The weather influences the temporal and …
Develo** a dengue prediction model based on climate in Tawau, Malaysia
VJ Jayaraj, R Avoi, N Gopalakrishnan, DB Raja… - Acta tropica, 2019 - Elsevier
Dengue is fast becoming the most urgent health issue in Malaysia, recording close to a 10-
fold increase in cases over the last decade. With much uncertainty hovering over the …
fold increase in cases over the last decade. With much uncertainty hovering over the …
Identification of significant climatic risk factors and machine learning models in dengue outbreak prediction
F Yavari Nejad, KD Varathan - BMC Medical Informatics and Decision …, 2021 - Springer
Background Dengue fever is a widespread viral disease and one of the world's major
pandemic vector-borne infections, causing serious hazard to humanity. The World Health …
pandemic vector-borne infections, causing serious hazard to humanity. The World Health …
The impact of climatic factors on temporal mosquito distribution and population dynamics in an area targeted for sterile insect technique pilot trials
It is widely accepted that climate affects the mosquito life history traits; however, its precise
role in determining mosquito distribution and population dynamics is not fully understood …
role in determining mosquito distribution and population dynamics is not fully understood …
Socio-demographic, ecological factors and dengue infection trends in Australia
R Akter, S Naish, W Hu, S Tong - PLoS One, 2017 - journals.plos.org
Dengue has been a major public health concern in Australia. This study has explored the
spatio-temporal trends of dengue and potential socio-demographic and ecological …
spatio-temporal trends of dengue and potential socio-demographic and ecological …
Impact of climate change on dengue incidence in Singapore: time-series seasonal analysis
MT Islam, ASMM Kamal, MM Islam… - International Journal of …, 2024 - Taylor & Francis
This study aimed to identify the meteorological factors that contribute to dengue epidemics.
The monthly incidence of dengue was used as the outcome variable, while maximum …
The monthly incidence of dengue was used as the outcome variable, while maximum …