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juandavidgutier/README.md

I am a biologist and ecology researcher interested in phenomena environment-disease. A key element of my academic and research activity is to implement tools and methods of causal inference, statistical modeling, machine learning and spatial analysis in the fields of eco-epidemiology and digital health.

Popular repositories

  1. Download-vegetation-index-data- Download-vegetation-index-data- Public

    Script to download data of vegetation index data from MODIS

    R 1

  2. healthcare_capacity_disparities- healthcare_capacity_disparities- Public

    script and dataset to reproduce the results of the paper "Impact of healthcare capacity disparities in the COVID-19 vaccination coverage in the United States: A cross-sectional study"

    Python 1

  3. Malaria-weeks-with-peak-of-cases- Malaria-weeks-with-peak-of-cases- Public

    Artificial Intelligence to predict weeks with peak of cases of malaria in Colombia from remote sensors: An implementation of XGBoost method

    R

  4. HepatitisA_Colombia HepatitisA_Colombia Public

    Data of paper titled "Factors associated with the spatiotemporal heterogeneity of hepatitis A in Colombia"

  5. Download-rainfall-and-temperature-data Download-rainfall-and-temperature-data Public

    Script to download data of rainfall and temperature data from Nasa

    R

  6. Download-air-quality-data- Download-air-quality-data- Public

    Script to download data of air quality data from Nasa

    R