R package for statistical and spatiotemporal modeling of epidemiological data for vector-borne diseases in Colombia
A CNN-based approach for tick species identification.
Agent-Based model simulation of mosquito-human interaction in the Colombian and LAC setting
Vector borne disease prediction based on patient symptoms using an ensemble of CatBoots, XGBoost and LGBM.
Epidemiological or operational scenarios of persistent dengue transmission in Mexico and the epidemiological situation
Mosquito Population Analysis Independent Study for the Midwest Center of Excellence for Vector-Borne Disease (Spring 2020)
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.
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 Puebla
Operational or epidemiological scenarios of dengue transmission in the state of Guerrero
Machine Learning Approaches on Vector-borne disease outbreaks
Evolución de enfermedades vectoriales (Dengue, Zika, Chikungunya) en América Latina 2015-2024. Dataset FAIR, CC0. DOI: 10.7910/DVN.
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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