EpidemicsHumansHospitalizationUnited StatesForecastingCOVID-19
An optimized geo-hierarchical ensemble model to forecast hospitalizations from respiratory viruses in the United States.
Shaochong Xu, Hongru Du, Ensheng Dong, Xianglong Wang, Liyue Zhang, Lauren M Gardner
Published: 202510.1016/j.epidem.2025.100869
Abstract
Accurate forecasting of infectious diseases is crucial for timely public health response. Ensemble frameworks have shown promising outcomes in short-term forecasting of COVID-19, among other respiratory viruses, however, there is a need to further im…
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