The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we presented a novel mathematical model to evaluate the Omicron spread and Zero-COVID strategy. Our model provided important parameters, the average quarantine ratio, the detection interval from being infected to being tested positive, and the spreading coefficient to understand the epidemic progression better. Moreover, we found that the key to a relatively accurate long-term forecast was to take the variation/relaxation of the parameters into consideration based on the flexible execution of the quarantine policy. This allowed us to propose the criteria for estimating the parameters and outcome for the ending stage that is likely to take place in l...
Background: In late February 2022, the Omicron epidemic swept through Shanghai, and the Shanghai gov...
Abstract In late 2022, China transitioned from a strict ‘zero-COVID’ policy to rapidly abandoning ne...
The COVID-19 pandemic prompted governments to enact stringent non-pharmaceutical interventions to co...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
Background: China lifted strict non-pharmacological interventions (NPIs) to prevent outbreaks of SAR...
Background: China lifted strict non-pharmacological interventions (NPIs) to prevent outbreaks of SAR...
IntroductionSARS-CoV-2 has ravaged the world and undergone multiple mutations during the course of t...
IntroductionSARS-CoV-2 has ravaged the world and undergone multiple mutations during the course of t...
Background: In late February 2022, the Omicron epidemic swept through Shanghai, and the Shanghai gov...
Abstract In late 2022, China transitioned from a strict ‘zero-COVID’ policy to rapidly abandoning ne...
The COVID-19 pandemic prompted governments to enact stringent non-pharmaceutical interventions to co...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
The SARS-CoV-2 Omicron outbreak is ongoing in Shanghai, home to 25 million population. Here, we pres...
Background: China lifted strict non-pharmacological interventions (NPIs) to prevent outbreaks of SAR...
Background: China lifted strict non-pharmacological interventions (NPIs) to prevent outbreaks of SAR...
IntroductionSARS-CoV-2 has ravaged the world and undergone multiple mutations during the course of t...
IntroductionSARS-CoV-2 has ravaged the world and undergone multiple mutations during the course of t...
Background: In late February 2022, the Omicron epidemic swept through Shanghai, and the Shanghai gov...
Abstract In late 2022, China transitioned from a strict ‘zero-COVID’ policy to rapidly abandoning ne...
The COVID-19 pandemic prompted governments to enact stringent non-pharmaceutical interventions to co...