Real-Time Forecasting of the COVID-19 Outbreak in Chinese Provinces: Machine Learning Approach Using Novel Digital Data and Estimates From Mechanistic ModelsOriginal Paper Published on 2020-08-172022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, [키워드] affected baseline catastrophic caused characteristic Chinese Clustering coronavirus coronavirus disease COVID-19 deaths Digital digital data digital epidemiology disease emerging outbreak estimate events example Forecasting Health Hybrid model hybrid simulation individual inherent machine learning machine learning in public health Mechanistic model media methodology Model modeling modeling disease outbreaks novel objective observation outbreak Outbreaks outperform pathogen Precision public health public health threat real time Result Simulation [DOI] 10.2196/20285 PMC 바로가기 [Article Type] Original Paper
A Global Digital Citizen Science Policy to Tackle Pandemics Like COVID-19Proposal Published on 2020-05-262022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, MERS, SARS, [키워드] big data citizen science complex coronavirus disease COVID-19 COVID-19 pandemic Digital digital epidemiology effort eHealth health system Infectious diseases Intensive Like maintain measure methodological mHealth mitigate Mobile overcome pandemic Pandemics Policy Population health provide public health Science smartphones Spread variety virus Volume [DOI] 10.2196/19357 PMC 바로가기 [Article Type] Proposal