R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia
A CNN-based approach for tick species identification.
Vector borne disease prediction based on patient symptoms using an ensemble of CatBoots, XGBoost and LGBM.
Agent-Based model simulation of mosquito-human interaction in the Colombian and LAC setting
Epidemiological or operational scenarios of persistent dengue transmission in Mexico and the epidemiological situation
Dataset on the evolution of mosquito-borne diseases in Latin America and the Caribbean 2015-2024. Includes data on Dengue, Zika, Chikungunya, and Malaria by country (Brazil, Colombia, Mexico, Peru, Argentina, Venezuela and others), with reported case
This is a small mosquito species prediction app. It serves as a deployment shinyapp for my blog post entitled "Mosquito Species Image Classification using the torch R package" and originally posted on April 1st, 2023.
Evolución de enfermedades vectoriales (Dengue, Zika, Chikungunya) en América Latina 2015-2024. Dataset FAIR, CC0. DOI: 10.7910/DVN.
Operational or epidemiological scenarios of dengue transmission in the state of Puebla
A GIS-based machine learning system that predicts dengue risk across Bangladesh using meteorological, environmental, and population data. The project integrates ERA5 weather data, satellite imagery, and district-level dengue surveillance to generate weekly outbreak risk maps and early-warning insights.
Operational or epidemiological scenarios of dengue transmission in the state of Guerrero
Mosquito Population Analysis Independent Study for the Midwest Center of Excellence for Vector-Borne Disease (Spring 2020)
Machine Learning Approaches on Vector-borne disease outbreaks
data repository for the seroprevalence survey in Dire Dawa in 2024
Spatial Data Analysis course material developed for the "Regional Training Course on the Use of Open-Source, Real-Time Geo-Visualization in Monitoring Vectors and Vector Borne Diseases", Jelsa, Croatia, 13-17 May 2019.
Operational or epidemiological scenarios of dengue transmission in the state of Quintana Roo
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