Towards development of functional climate-driven early warning systems for climate-sensitive infectious disease: Statistical models and recommendations

S Haque, K Mengersen, I Barr, L Wang, W Yang… - Environmental …, 2024 - Elsevier
Climate, weather and environmental change have significantly influenced patterns of
infectious disease transmission, necessitating the development of early warning systems to …

An integrative explainable artificial intelligence approach to analyze fine-scale land-cover and land-use factors associated with spatial distributions of place of …

H Yang, TN Nguyen, TW Chuang - Tropical Medicine and Infectious …, 2023 - mdpi.com
Dengue fever is a prevalent mosquito-borne disease that burdens communities in
subtropical and tropical regions. Dengue transmission is ecologically complex; several …

A sco** review and bibliometric analysis (ScoRBA) on dengue infection and machine learning research

H Zahiruddin, ZA Zukarnain, A Wijaya - JOIV: International Journal on …, 2024 - joiv.org
Dengue, a fast-spreading vector-borne infectious disease, requires early prediction and
prompt decision-making for effective control. To address this issue, we present a …

Bayesian spatio-temporal model with inla for dengue fever risk prediction in costa rica

SW Chou-Chen, LA Barboza, P Vásquez… - … and Ecological Statistics, 2023 - Springer
Due to the rapid geographic spread of the Aedes mosquito and the increase in dengue
incidence, dengue fever has been an increasing concern for public health authorities in …

The potential of surveillance data for dengue risk map**: An evaluation of different approaches in Cuba

W Baldoquín Rodríguez, M Mirabal… - Tropical Medicine and …, 2023 - mdpi.com
To better guide dengue prevention and control efforts, the use of routinely collected data to
develop risk maps is proposed. For this purpose, dengue experts identified indicators …

Common patterns between dengue cases, climate, and local environmental variables in Costa Rica: A wavelet approach

YE García, SW Chou-Chen, LA Barboza… - PLOS Global Public …, 2023 - journals.plos.org
Dengue transmission poses significant challenges for public health authorities worldwide
due to its susceptibility to various factors, including environmental and climate variability …

[PDF][PDF] Prescriptive temporal modeling approach using climate variables to forecast dengue incidence in Córdoba, Colombia

E Medina, MR Cogollo… - Mathematical Biosciences …, 2024 - aimspress.com
We present a modeling strategy to forecast the incidence rate of dengue in the department of
Córdoba, Colombia, thereby considering the effect of climate variables. A Seasonal …

[PDF][PDF] Impact of Climate Change on the Global Dynamics of Vector-Borne Infectious Diseases: A Narrative Review

E Zavaleta-Monestel, C Rojas-Chinchilla… - Cureus, 2025 - cureus.com
Climate change has significantly altered the dynamics of vector-borne infectious diseases,
favoring their proliferation and geographic expansion. Factors such as rising temperatures …

[PDF][PDF] A Machine Learning Tool with An Integrated Dataset Towards the Construction of An Early Warning System for Dengue in Zulia State, Venezuela

M Cabrera, J Naranjo-Torres, Á Cabrera, L Zambrano… - 2024 - preprints.org
Considering the sustained increase of dengue outbreaks in Latin America in recent years,
this study proposes the use of machine learning (ML) tools with epidemiological data …

The Lancet Countdown on Health and Climate Change: Informe de recomendaciones políticas de Costa Rica (2022)

Z Miranda Chacón, EJ Alfaro Martínez… - kerwa.ucr.ac.cr
El cambio climático es una importante amenaza para la salud humana en Costa Rica y en
todo el mundo. Se necesitan medidas urgentes para reducir las emisiones de gases de …