3 citations · 4 across the 4 of their papers we have counts for
6 papers
COVID-19 and Influenza Joint Forecasts Using Internet Search Information in the United States
Simin Ma, Shaoyang Ning, Shihao Yang
As COVID-19 pandemic progresses, severe flu seasons may happen alongside an increase in cases in cases and death of COVID-19, causing severe burdens on health care resources and pu…
COVID-19 Hospitalizations Forecasts Using Internet Search Data
Tao Wang, Simin Ma, Soobin Baek +1
As the COVID-19 spread over the globe and new variants of COVID-19 keep occurring, reliable real-time forecasts of COVID-19 hospitalizations are critical for public health decision…
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 Prediction
Siawpeng Er, Shihao Yang, Tuo Zhao
The global spread of COVID-19, the disease caused by the novel coronavirus SARS-CoV-2, has cast a significant threat to mankind. As the COVID-19 situation continues to evolve, pred…
COVID-19 Forecasts Using Internet Search Information in the United States
Simin Ma, Shihao Yang
As the COVID-19 ravaging through the globe, accurate forecasts of the disease spread is crucial for situational awareness, resource allocation, and public health decision-making. A…
MAGI-X: Manifold-Constrained Gaussian Process Inference for Unknown System Dynamics
Chaofan Huang, Simin Ma, Shihao Yang
Ordinary differential equations (ODEs), commonly used to characterize the dynamic systems, are difficult to propose in closed-form for many complicated scientific applications, eve…
Use Internet Search Data to Accurately Track State-Level Influenza Epidemics
Shihao Yang, Shaoyang Ning, S. C. Kou
For epidemics control and prevention, timely insights of potential hot spots are invaluable. Alternative to traditional epidemic surveillance, which often lags behind real time by…