Excess mortality in the United States in 2020: Forecasting and anomaly detection.

All-cause mortality may be better than disease-specific data for computing excess COVID-19 mortality. We documented approximately 350,000 excess deaths using a 20-year forecast of all-cause mortality compared to provisional estimates. We must develop more granular approaches to the collection of mortality data for real-time evaluation of excess deaths.