Utilization of Artificial Intelligence in Facing the Covid-19 Pandemic: Systematic Literature Review
Abstract
Abstract— COVID-19 virus is a virus that attacks the respiratory system which has become a pandemic, because it has spread to various countries and the world. Of course, this impact has brought difficulties in various sectors of human life. Artificial Intelligence (AI) is a computer system designed to follow human actions and thought patterns, so that they can have intelligence like humans. The presence of Artificial intelligence as a technology is able to play a role in producing innovations that are useful in dealing with the COVID-19 pandemic for human life. The purpose of this study was to find out how to use artificial intelligence in the face of the COVID-19 pandemic. The method used in this research is a literature study method. The results of this study are that artificial intelligence can be used in dealing with COVID-19 to help overcome problems that exist in various fields of human life.
Downloads
References
S. Mohanty, M. Harun AI Rashid, M. Mridul, C. Mohanty, and S. Swayamsiddha, “Application of Artificial Intelligence in COVID-19 drug repurposing,” Diabetes Metab. Syndr. Clin. Res. Rev., vol. 14, no. 5, pp. 1027–1031, 2020, doi: 10.1016/j.dsx.2020.06.068.
F. Nua and Humaniora, “AI Solusi Keterbatasan SDM di Masa Pandemi ,”2020
https://mediaindonesia.com/humaniora/366069/ai-solusi-keterbatasan-sdm-di masa-. ( Diakses 27 Desember 2021)
J. C. Sipior, “Considerations for development and use of AI in response to
COVID-19, Int. J. Inf. Manage., vol. 55, p. 102170, 2020, doi: 10.1016/j.ijinfomgt.2020.102170.
Binus,“Peran Artificial Intelligence Dalam Membantu Aktivitas Pasca Covid-
,”2021,https://graduate.binus.ac.id/2021/04/14/peran-artificial-intelligence-dalam-membantu-aktivitas-pasca-covid-1/. ( Diakses 27 Desember 2021)
L. Ma et al., “Comprehensive analyses of bioinformatics applications in the fight against COVID-19 pandemic,” Comput. Biol. Chem., vol. 95, p. 107599, Dec. 2021, doi: 10.1016/j.compbiolchem.2021.107599.
Y. Mohamadou, A. Halidou, and P. T. Kapen, “A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19,” Appl. Intell., vol. 50, no. 11, pp. 3913–3925, Nov. 2020, doi: 10.1007/s10489-020-01770-9.
S. Lalmuanawma, “Applications of machine learning and artificial intelligence for Covid-19 (SARS-CoV-2) pandemic: A review,” Chaos, Solitons and Fractals, vol. 139, 2020, doi: 10.1016/j.chaos.2020.110059.
B. Kang, J. Guo, and X. Meng, “Rapid Implementation of COVID-19 AI Assisted Diagnosis System Based on Supercomputing Platform,” in 2020 5th International Conference on Universal Village (UV), Oct. 2020, pp. 1–5, doi: 10.1109/UV50937.2020.9426227.
Chanda Halim and Hendri Prasetyo, “Penerapan Artificial Intelligence dalam Computer Aided Instructure(CAI),” J. Sist. Cerdas, vol. 1, no. 1, pp. 50–57, 2018, doi: 10.37396/jsc.v1i1.6.
Fitri Andri Astuti, “Pemanfaatan Teknologi Artificial Intelligence,” vol. 04, no. 01, pp. 25–34, 2021.
Dicoding,“ Apa itu Machine Learning? Beserta Pengertian dan CaraKerjanya,”
,https://www.dicoding.com/blog/machine-learning-adalah/ ( Diakses 27 Desember 2021)
Binus,“ Apakah Deep Learning?,”2019,
https://mmsi.binus.ac.id/2019/11/26/apakah-deep-learning/( Diakses 27 Desember 2021)
M.H.Widianto,“ Computer Vision Untuk Masa Depan,
https://binus.ac.id/bandung/2019/09/computer-vision-untuk-masa-depan/ ”2021,. ( Diakses 27 Desember 2021)
R.Hayati ,“ Pengertian Penelitian Studi Literatur, Ciri, Metode, danB
Contohnya,”2021,https://graduate.binus.ac.id/2021/04/14/peran-artificial-intelligence-dalam-membantu-aktivitas-pasca-covid-1/. ( Diakses 28 Desember 2021)
Salma,“ Cara Mencari Jurnal Ilmiah Indonesia dan Internasional,”2021,
https://penerbitdeepublish.com/cara-mencari-jurnal ( Diakses 28 Desember 2021)
Rizki,“ Cara Translate File PDF ,”2021,
https://moztrip.com/cara-translate-file-pdf/. ( Diakses 28 Desember 2021)
TEKNO & SAINS,“ Cara Translate File PDF Inggris ke Indonesia di Laptop dan
PC,”2021,https://kumparan.com/how-to-tekno/cara-translate-file-pdf-inggris-ke-indonesia-di-laptop-dan-pc-1wcJBm6W6NT ( Diakses 28 Desember 2021)
A. Kumar, P. K. Gupta, and A. Srivastava, “A review of modern technologies for tackling COVID-19 pandemic,” Diabetes Metab. Syndr. Clin. Res. Rev., vol. 14, no. 4, pp. 569–573, 2020, doi: 10.1016/j.dsx.2020.05.008.
N. Gopinath, “Artificial intelligence: Potential tool to subside SARS-CoV-2 pandemic,” Process Biochem., vol. 110, pp. 94–99, Nov. 2021, doi: 10.1016/j.procbio.2021.08.001.
F. Shi et al., “Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19,” IEEE Rev. Biomed. Eng., vol. 14, no. c, pp. 4–15, 2021, doi: 10.1109/RBME.2020.2987975.
W. Naudé, “Artificial intelligence vs COVID-19: limitations, constraints and pitfalls,” AI Soc., vol. 35, no. 3, pp. 761–765, Sep. 2020, doi: 10.1007/s00146-020-00978-0.
R. Vaishya, M. Javaid, I. H. Khan, and A. Haleem, “Artificial Intelligence (AI) applications for COVID-19 pandemic,” Diabetes Metab. Syndr. Clin. Res. Rev., vol. 14, no. 4, pp. 337–339, 2020, doi: 10.1016/j.dsx.2020.04.012.
S. Sarker, “Robotics and artificial intelligence in healthcare during COVID-19 pandemic: A systematic review,” Rob. Auton. Syst., vol. 146, 2021, doi: 10.1016/j.robot.2021.103902.
H. Haneya, D. AlKaf, F. Bajammal, and T. Brahimi, “A Meta-Analysis of Artificial Intelligence Applications for Tracking COVID-19: The Case of the U.A.E.,” Procedia Comput. Sci., vol. 194, pp. 180–189, 2021, doi: 10.1016/j.procs.2021.10.072.
R. Pakpahan, “Analisa Pengaruh Implementasi Artificial,” vol. 5, no. 2, pp. 506–513, 2021, doi: 10.52362/jisicom.v5i2.616.
