The accumulation of susceptible populations for respiratory infectious diseases (RIDs) when COVID-19-targeted non-pharmaceutical interventions (NPIs) were in place might pose a greater risk of future RID outbreaks. We examined the timing and magnitude of RID resurgence after lifting COVID-19-targeted NPIs and assessed the burdens on the health system. We proposed the Threshold-based Control Method (TCM) to identify data-driven solutions to maintain the resilience of the health system by re-introducing NPIs when the number of severe infections reaches a threshold. There will be outbreaks of all RIDs with staggered peak times after lifting COVID-19-targeted NPIs. Such a large-scale resurgence of RID patients will impose a significant risk of overwhelming the health system. With a strict NPI strategy, a TCM-initiated threshold of 600 severe infections can ensure a sufficient supply of hospital beds for all hospitalized severely infected patients. The proposed TCM identifies effective dynamic NPIs, which facilitate future NPI relaxation policymaking.
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Future trajectory of respiratory infections following the COVID-19 pandemic in Hong Kong
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January 2023
Research Article|
January 17 2023
Future trajectory of respiratory infections following the COVID-19 pandemic in Hong Kong
Weibin Cheng
;
Weibin Cheng
(Data curation, Formal analysis, Investigation, Methodology, Writing – original draft, Writing – review & editing)
1
Institute for Healthcare Artificial Intelligence Application, Guangdong Second Provincial General Hospital
, Guangzhou 510317, China
2
School of Data Science, City University of Hong Kong
, Hong Kong 999077, China
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Hanchu Zhou
;
Hanchu Zhou
(Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing)
2
School of Data Science, City University of Hong Kong
, Hong Kong 999077, China
3
School of Traffic and Transportation Engineering, Central South University
, Changsha 410075, China
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Yang Ye
;
Yang Ye
(Data curation, Investigation, Methodology, Validation, Writing – review & editing)
2
School of Data Science, City University of Hong Kong
, Hong Kong 999077, China
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Yifan Chen
;
Yifan Chen
(Data curation, Formal analysis, Investigation, Writing – review & editing)
2
School of Data Science, City University of Hong Kong
, Hong Kong 999077, China
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Fengshi Jing
;
Fengshi Jing
(Data curation, Formal analysis, Investigation, Methodology, Writing – review & editing)
4
UNC Project-China, UNC Global, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina 27599
, USA
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Zhidong Cao
;
Zhidong Cao
(Investigation, Writing – review & editing)
5
The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
, Beijing 100190, China
6
School of Artificial Intelligence, University of Chinese Academy of Sciences
, Beijing 100049, China
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Daniel Dajun Zeng;
Daniel Dajun Zeng
a)
(Project administration, Supervision, Writing – review & editing)
5
The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences
, Beijing 100190, China
6
School of Artificial Intelligence, University of Chinese Academy of Sciences
, Beijing 100049, China
a)Authors to whom correspondence should be addressed: dajun.zeng@ia.ac.cn and qingpeng.zhang@cityu.edu.hk
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Qingpeng Zhang
Qingpeng Zhang
a)
(Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing)
2
School of Data Science, City University of Hong Kong
, Hong Kong 999077, China
7
Shenzhen Research Institute, City University of Hong Kong, Shenzhen, 518057
, China
8
Department of Pharmacology and Pharmacy, The LKS Faculty of Medicine, The University of Hong Kong, Hong Kong 999077
, China
a)Authors to whom correspondence should be addressed: dajun.zeng@ia.ac.cn and qingpeng.zhang@cityu.edu.hk
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a)Authors to whom correspondence should be addressed: dajun.zeng@ia.ac.cn and qingpeng.zhang@cityu.edu.hk
Chaos 33, 013124 (2023)
Article history
Received:
September 01 2022
Accepted:
November 23 2022
Citation
Weibin Cheng, Hanchu Zhou, Yang Ye, Yifan Chen, Fengshi Jing, Zhidong Cao, Daniel Dajun Zeng, Qingpeng Zhang; Future trajectory of respiratory infections following the COVID-19 pandemic in Hong Kong. Chaos 1 January 2023; 33 (1): 013124. https://doi.org/10.1063/5.0123870
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