Leonardo Clemente

A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models

Dianbo Liu, Leonardo Clemente, Canelle Poirier et al. · PubMed · 2020 · 102 citations · Full text

Computing, Infectious Disease Control, Infectious Diseases +17

Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

Dianbo Liu, Leonardo Clemente, Canelle Poirier et al. · Journal of Medical Internet Research · 2020 · 77 citations · Full text

Public Health, Data Science, Infectious Diseases +17

Evaluation of FluSight influenza forecasting in the 2021–22 and 2022–23 seasons with a new target laboratory-confirmed influenza hospitalizations

Sarabeth M. Mathis, Alexander E. Webber, Tomás M. León et al. · Nature Communications · 2024 · 56 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +17

A dynamic, ensemble learning approach to forecast dengue fever epidemic years in Brazil using weather and population susceptibility cycles

Sarah F. McGough, Leonardo Clemente, J. Nathan Kutz et al. · Journal of The Royal Society Interface · 2021 · 43 citations · Full text

Computing, Infectious Diseases, Meteorology +17

Correction: Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic Models

Dianbo Liu, Leonardo Clemente, Canelle Poirier et al. · Journal of Medical Internet Research · 2020 · 39 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +17