[HTML][HTML] Role of artificial intelligence-internet of things (AI-IoT) based emerging technologies in the public health response to infectious diseases in Bangladesh

MS Rahman, NT Safa, S Sultana, S Salam… - Parasite Epidemiology …, 2022 - Elsevier
Digital technologies are the need of today to predict, prevent and control emerging infectious
diseases. Bangladesh is one of the world's poorest and most densely populated countries …

[HTML][HTML] A comparison of machine learning and statistical species distribution models: Quantifying overfitting supports model interpretation

EC Ramampiandra, A Scheidegger, J Wydler… - Ecological …, 2023 - Elsevier
Species distribution models are commonly applied to predict species responses to
environmental conditions. A wide variety of models with different properties exist that vary in …

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 data-driven eXtreme gradient boosting machine learning model to predict COVID-19 transmission with meteorological drivers

MS Rahman, AH Chowdhury - Plos one, 2022 - journals.plos.org
COVID-19 pandemic has become a global major public health concern. Examining the
meteorological risk factors and accurately predicting the incidence of the COVID-19 …

Accuracy comparison of ARIMA and XGBoost forecasting models in predicting the incidence of COVID-19 in Bangladesh

MS Rahman, AH Chowdhury… - PLOS global public health, 2022 - journals.plos.org
Accurate predictive time series modelling is important in public health planning and
response during the emergence of a novel pandemic. Therefore, the aims of the study are …

Use of unmanned aerial vehicles for building a house risk index of mosquito-borne viral diseases

V Muñiz-Sánchez, KM Valdez-Delgado… - Machines, 2022 - mdpi.com
The Vector Control Program in Mexico has developed operational research strategies to
identify entomological and sociodemographic parameters associated with dengue …

Dengue in Timor-Leste during the COVID-19 phenomenon

ZV da Cruz, AL Araujo, A Ribas… - Frontiers in Public …, 2023 - frontiersin.org
Dengue is a significant public health problem in mostly tropical countries, including Timor-
Leste. Dengue continues to draw attention from the health sector during the COVID-19 …

WebGIS-Based Real-Time Surveillance and Response System for Vector-Borne Infectious Diseases

M Javaid, MS Sarfraz, MU Aftab, QU Zaman… - International Journal of …, 2023 - mdpi.com
The diseases transmitted through vectors such as mosquitoes are named vector-borne
diseases (VBDs), such as malaria, dengue, and leishmaniasis. Malaria spreads by a vector …

Automatic mapping of high-risk urban areas for Aedes aegypti infestation based on building facade image analysis

C Laranjeira, M Pereira, R Oliveira… - PLOS Neglected …, 2024 - journals.plos.org
Background Dengue, Zika, and chikungunya, whose viruses are transmitted mainly by
Aedes aegypti, significantly impact human health worldwide. Despite the recent …

Association Between Hydrological Conditions and Dengue Fever Incidence in Coastal Southeastern China From 2013 to 2019

C Li, Z Wang, Y Yan, Y Qu, L Hou, Y Li… - JAMA Network …, 2023 - jamanetwork.com
Importance Dengue fever is a climate-sensitive infectious disease. However, its association
with local hydrological conditions and the role of city development remain unclear. Objective …