Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases
Developing an intelligent active surveillance and early warning system for infectious diseases is crucial for responding to major infectious disease outbreaks, advancing surveillance technologies, and enhancing monitoring and warning capabilities. An intelligent active surveillance and early warning...
Saved in:
| Main Authors: | , , , , , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
《中国工程科学》杂志社
2024-12-01
|
| Series: | 中国工程科学 |
| Subjects: | |
| Online Access: | https://www.engineering.org.cn/sscae/EN/PDF/10.15302/J-SSCAE-2024.06.007 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850214561017233408 |
|---|---|
| author | Min Liu Wannian Liang Jian Hu Liangyu Kang Wenzhan Jing Kangning Cai Xiaopeng Qi Debing Liu Quanyi Wang |
| author_facet | Min Liu Wannian Liang Jian Hu Liangyu Kang Wenzhan Jing Kangning Cai Xiaopeng Qi Debing Liu Quanyi Wang |
| author_sort | Min Liu |
| collection | DOAJ |
| description | Developing an intelligent active surveillance and early warning system for infectious diseases is crucial for responding to major infectious disease outbreaks, advancing surveillance technologies, and enhancing monitoring and warning capabilities. An intelligent active surveillance and early warning system is also essential for realizing the scientific, timely, and accurate monitoring and early warning of major infectious disease outbreaks. This study examines the necessity of establishing an intelligent active surveillance and early warning system for infectious diseases, outlines the current status and existing problems of infectious disease surveillance and early warning systems both in China and abroad, and proposes a design framework for the intelligent active surveillance and early warning system for infectious disease outbreaks. The proposed system encompasses four key functional modules: multi-channel active surveillance, intelligent early warning, data-driven risk assessment, and smart response and evaluation. Progress has been made in developing critical technologies such as multi-source data fusion, intelligent early warning, multidimensional risk assessment, and smart disposal evaluation, thus providing a solid technical foundation for the system's construction and application. In the future, continued multidisciplinary collaboration is required to progressively establish and optimize this system, and this system will provide more effective tools for preventing and controlling the spread of major and emerging infectious diseases. |
| format | Article |
| id | doaj-art-a6ba598cf89a43f98dab650e60a087a8 |
| institution | OA Journals |
| issn | 1009-1742 |
| language | zho |
| publishDate | 2024-12-01 |
| publisher | 《中国工程科学》杂志社 |
| record_format | Article |
| series | 中国工程科学 |
| spelling | doaj-art-a6ba598cf89a43f98dab650e60a087a82025-08-20T02:08:50Zzho《中国工程科学》杂志社中国工程科学1009-17422024-12-01266657610.15302/J-SSCAE-2024.06.007Design of an Intelligent Active Surveillance and Early Warning System for Infectious DiseasesMin Liu0Wannian Liang1Jian Hu2Liangyu Kang3Wenzhan Jing4Kangning Cai5Xiaopeng Qi6Debing Liu7Quanyi Wang81. Department of Epidemiology and Biostatistics, School of Public Health, Peking University, Beijing 100191, China2. Vanke School of Public Health, Tsinghua University, Beijing 100084, China|3. Institute for Healthy China, Tsinghua University, Beijing 100084, China2. Vanke School of Public Health, Tsinghua University, Beijing 100084, China2. Vanke School of Public Health, Tsinghua University, Beijing 100084, China2. Vanke School of Public Health, Tsinghua University, Beijing 100084, China2. Vanke School of Public Health, Tsinghua University, Beijing 100084, China|4. Yiducloud (Beijing) Technology Co. , Ltd. , Beijing 100083, China5. Chinese Center for Disease Control and Prevention, Beijing 102206, China6. Beijing Knowledge Atlas Technology Co. , Ltd. , Beijing 100084, China7. Beijing Center for Disease Prevention and Control, Beijing 100013, ChinaDeveloping an intelligent active surveillance and early warning system for infectious diseases is crucial for responding to major infectious disease outbreaks, advancing surveillance technologies, and enhancing monitoring and warning capabilities. An intelligent active surveillance and early warning system is also essential for realizing the scientific, timely, and accurate monitoring and early warning of major infectious disease outbreaks. This study examines the necessity of establishing an intelligent active surveillance and early warning system for infectious diseases, outlines the current status and existing problems of infectious disease surveillance and early warning systems both in China and abroad, and proposes a design framework for the intelligent active surveillance and early warning system for infectious disease outbreaks. The proposed system encompasses four key functional modules: multi-channel active surveillance, intelligent early warning, data-driven risk assessment, and smart response and evaluation. Progress has been made in developing critical technologies such as multi-source data fusion, intelligent early warning, multidimensional risk assessment, and smart disposal evaluation, thus providing a solid technical foundation for the system's construction and application. In the future, continued multidisciplinary collaboration is required to progressively establish and optimize this system, and this system will provide more effective tools for preventing and controlling the spread of major and emerging infectious diseases.https://www.engineering.org.cn/sscae/EN/PDF/10.15302/J-SSCAE-2024.06.007infectious diseasesurveillance and early warning systemartificial intelligencebig datanatural language processing |
| spellingShingle | Min Liu Wannian Liang Jian Hu Liangyu Kang Wenzhan Jing Kangning Cai Xiaopeng Qi Debing Liu Quanyi Wang Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases 中国工程科学 infectious disease surveillance and early warning system artificial intelligence big data natural language processing |
| title | Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases |
| title_full | Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases |
| title_fullStr | Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases |
| title_full_unstemmed | Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases |
| title_short | Design of an Intelligent Active Surveillance and Early Warning System for Infectious Diseases |
| title_sort | design of an intelligent active surveillance and early warning system for infectious diseases |
| topic | infectious disease surveillance and early warning system artificial intelligence big data natural language processing |
| url | https://www.engineering.org.cn/sscae/EN/PDF/10.15302/J-SSCAE-2024.06.007 |
| work_keys_str_mv | AT minliu designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT wannianliang designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT jianhu designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT liangyukang designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT wenzhanjing designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT kangningcai designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT xiaopengqi designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT debingliu designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases AT quanyiwang designofanintelligentactivesurveillanceandearlywarningsystemforinfectiousdiseases |