1 citations · 1 across the 3 of their papers we have counts for
4 papers
Beyond Traditional Surveillance: Harnessing Expert Knowledge for Public Health Forecasting
Garrik Hoyt, Eleanor Bergren, Gabrielle String +1
Downsizing the US public health workforce throughout 2025 amplifies potential risks during public health crises. Expert judgment from public health officials represents a vital inf…
Chimeric Forecasting: Blending Human Judgment and Computational Methods for Improved, Real-time Forecasts of Influenza Hospitalizations
Thomas McAndrew, Mark Lechmanik, ErinN. Hulland +3
Infectious disease forecasts can reduce mortality and morbidity by supporting evidence-based public health decision making. Most epidemic models train on surveillance and structure…
Assessing Human Judgment Forecasts in the Rapid Spread of the Mpox Outbreak: Insights and Challenges for Pandemic Preparedness
Thomas McAndrew, Maimuna S. Majumder, Andrew A. Lover +10
In May 2022, mpox (formerly monkeypox) spread to non-endemic countries rapidly. Human judgment is a forecasting approach that has been sparsely evaluated during the beginning of an…
A Cluster-Aggregate-Pool (CAP) Ensemble Algorithm for Improved Forecast Performance of influenza-like illness
Ningxi Wei, Xinze Zhou, Wei-Min Huang +1
Seasonal influenza causes on average 425,000 hospitalizations and 32,000 deaths per year in the United States. Forecasts of influenza-like illness (ILI) -- a surrogate for the prop…