Analyzing and improving tools for supporting fighting against COVID-19 based on prediction models and contact tracing

被引:2
作者
Gruda, Martyna [1 ]
Kedziora, Michel [1 ]
机构
[1] Wroclaw Univ Sci & Technol, Ul Wybrzeze Stanislawa Wyspianskiego 27, PL-50370 Wroclaw, Poland
关键词
COVID-19; prediction models; contact tracing; AI;
D O I
10.24425/bpasts.2021.137414
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In the paper, we are analyzing and proposing an improvement to current tools and solutions for supporting fighting with COVID-19. We analyzed the most popular anti-covid tools and COVID prediction models. We addressed issues of secure data collection, prediction accuracy based on COVID models. What is most important, we proposed a solution for improving the prediction and contract tracing element in these applications. The proof of concept solution to support the fight against a global pandemic is presented, and the future possibilities for its development are discussed.
引用
收藏
页数:10
相关论文
共 29 条
[1]   The Role of Artificial Intelligence Driven 5G Networks in COVID-19 Outbreak: Opportunities, Challenges, and Future Outlook [J].
Abubakar, Attai Ibrahim ;
Omeke, Kenechi G. G. ;
Ozturk, Metin ;
Hussain, Sajjad ;
Imran, Muhammad Ali .
FRONTIERS IN COMMUNICATIONS AND NETWORKS, 2020, 1
[2]   A Survey of COVID-19 Contact Tracing Apps [J].
Ahmed, Nadeem ;
Michelin, Regio A. ;
Xue, Wanli ;
Ruj, Sushmita ;
Malaney, Robert ;
Kanhere, Salil S. ;
Seneviratne, Aruna ;
Hu, Wen ;
Janicke, Helge ;
Jha, Sanjay K. .
IEEE ACCESS, 2020, 8 :134577-134601
[3]  
Alashoor T, 2017, COMMUN ASSOC INF SYS, V41, P62, DOI 10.17705/1CAIS.04104
[4]   Authentication over Internet Protocol [J].
Apiecionek, L. ;
Czerniak, J. M. ;
Romantowski, M. ;
Ewald, D. ;
Tsizh, B. ;
Zarzycki, H. ;
Dobrosielski, W. T. .
BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2020, 68 (02) :245-253
[5]   A Comprehensive Review of the COVID-19 Pandemic and the Role of IoT, Drones, AI, Blockchain, and 5G in Managing its Impact [J].
Chamola, Vinay ;
Hassija, Vikas ;
Gupta, Vatsal ;
Guizani, Mohsen .
IEEE ACCESS, 2020, 8 :90225-90265
[6]   Durable Viral Suppression and Transmission Risk Potential Among Persons With Diagnosed HIV Infection: United States, 2012-2013 [J].
Crepaz, Nicole ;
Tang, Tian ;
Marks, Gary ;
Mugavero, Michael J. ;
Espinoza, Lorena ;
Hall, H. Irene .
CLINICAL INFECTIOUS DISEASES, 2016, 63 (07) :976-983
[7]   Association of the infection probability of COVID-19 with ventilation rates in confined spaces [J].
Dai, Hui ;
Zhao, Bin .
BUILDING SIMULATION, 2020, 13 (06) :1321-1327
[8]   Views Of Primary Care Providers On Testing Patients For Genetic Risks For Common Chronic Diseases [J].
Hauser, Diane ;
Obeng, Aniwaa Owusu ;
Fei, Kezhen ;
Ramos, Michelle A. ;
Horowitz, Carol R. .
HEALTH AFFAIRS, 2018, 37 (05) :793-800
[9]   RETRACTED: AI Techniques for COVID-19 (Retracted Article) [J].
Hussain, Adedoyin Ahmed ;
Bouachir, Ouns ;
Al-Turjman, Fadi ;
Aloqaily, Moayad .
IEEE ACCESS, 2020, 8 :128776-128795
[10]  
Ingram D., 2020, NBC NEWS