Role of Artificial Intelligence in Distinct Sector: A Study
Keywords:Artificial Intelligence, Applications, Benefits, Future Scope, Challenges
The artificial intelligence (AI) plays a significant role in distinct fields to solve the complex problems. The digital technical field is increasing day by day in the world and it makes an internal part of our life. Hence, the knowledge of emerging technology is must for making our life easy. However, there are some major areas which are creating the problems to human such as agriculture field that comprises crop diseases, lack of storage management, pesticide control etc. These problems can be solved by artificial intelligence, IOT, machine learning and deep learning. Hence, the aim of this paper is to discuss the role of artificial intelligence to solve different issues of distinct sectors (medical, engineering, agriculture, business, defenses etc.) especially in medicine (COVID-19). Finally, future scope, challenges and application domain of artificial intelligence is also described.
S. Mohapatra, “Critical review of literature and development of a framework for application of artificial intelligence in business,” Int. J. Enterprise Network Management, Vol. 10, No. 2, pp.176-185, 2019.
D. D. Luxton, “An introduction to artificial intelligence in behavioural and mental health care,” Academic Press, pp.1-26, 2016. https://doi.org/10.1016/B978-0-12-420248-1.00001-5.
S. Huang, J. Yang, S. Fong and Q. Zhao, “Artificial intelligence in the diagnosis of COVID-19: challenges and perspectives,” Int. J. BiolSci , Vol.17, No.1, pp.1581-1587, 2021. doi:10.7150/ijbs.58855.
D.G. Harkut and K. Kasat, “Artifical intelligence- challenges and applications,” pp. 1-5, 2019. DOI: 10.5772/intechopen.84624.
D. Zeng, Z. Cao and D. B. Neill, “Artificial intelligence–enabled public health surveillance-from local detection to global epidemic monitoring and control,” Artificial Intelligence in Medicine, Academic Press, 437-453, 2021.
X. Mei, HC. Lee, and Ky. Diao, et al., “Artificial intelligence–enabled rapid diagnosis of patients with COVID-19,” Nat Med., Vol.26, pp. 1224–1228, 2020.
Z. H. Khan., A. Siddique and C. W. Lee, “Robotics utilization for healthcare digitization in global COVID-19 management,” International Journal of Environmental Research and Public Health, Vol.17, No. 11, pp.1-21, 2020.
R. Vaishya, M. avoid, I.H. Khan and A. Haleem, “Artificial Intelligence (AI) applications for COVID-19 pandemic,” Diabetes and metabolic syndrome, Vol.14, No.4, pp.337–339, 2020.
G. J. Hwang, and Y. F. Tu, “Roles and research trends of artificial intelligence in mathematics education: a bibliometric mapping analysis and systematic review,” Mathematics, Vol.9, 584, pp.2-10, 2021. DOI: 10.3390/math9060584
J. Jung, M. Maeda, A. Chang, M. Bhandari, A. Ashapure and J. Landivar-Bowles, “The potential of remote sensing and artificial intelligence as tools to improve the resilience of agriculture production systems,” Current Opinion in Biotechnology, Vol.70, pp 15–22, 2021. doi:10.1016/j.copbio.2020.09.003
B. Alhayani, H. J. Mohammed, I. Z. Chaloob, J.S. Ahmed, “Effectiveness of artificial intelligence techniques against cyber security risks apply of IT industry,” Materials Today: Proceedings, Vol.30, No.40,pp. 1-6, 2021. DOI:10.1016/j.matpr.2021.02.531
D. Falk, “How artificial intelligence is changing science,” 2019.Available:https://www.marketingaiinstitute.com/blog/how-to-use-artificial-intelligence-for-analytics. [Accessed 2019].
S. Kumar, R. Cherukuri, “A survey on artificial intelligence techniques in power station," IJIRSET, Vol. 6, No.1, pp. 852-861, 2017.
K. Frankish and W. M. Ramsey, “The Cambridge Handbook of Artificial Intelligence,” Cambridge University Press, 2014.
De. Dombal, F.T. Leaper and D.J. Staniland, et al., “Computer-aided diagnosis of acute abdominal pain,”Br. Med. J., Vol.1, 2 No. 5804, pp. 9–13, 1972. doi: 10.1136/bmj.2.5804.9
S. Kumar, M. Kumar and A. Handa, “Erosion corrosion behaviour and mechanical property of wire arc sprayed Ni-Cr and Ni-Al coating on boiler steels in actual boiler environment,” Material at high temperature, Vol. 37, No.6, pp. 1-15, 2020.
S. Kumar, M. Kumar and A. Handa, “Comparative study of high temperature oxidation behavior of wire arc sprayed Ni-Cr and Ni-Al coatings,” Engineering Failure Analysis, Vol. 106, pp. 104173 -104189, 2019.
M. Kumar, S. Kant, and S. Kumar, S., “Corrosion behavior of wire arc sprayed Ni-based coatings in extreme environment”, Materials Research Express, Vol. 6, pp. 106427, 2019.
T.S. Bedi, S. Kumar and R. Kumar, “Corrosion performance of hydroxyapatite and hydroxyapatite/titanium bond coating for biomedical applications,” Materials Research Express, Vol.7, pp.1-16, 2019.
S. Kumar, M. Kumar and S. Handa, “High temperature oxidation and erosion-corrosion behaviour of wire arc sprayed Ni-Cr coating on boiler steel,” Material Research Express, Vol. 6, No. 12, pp. 1-33, 2019. https://doi.org/10.1088/2053-1591/ab5fae
G. Singh, S. Kumar, and R. Kumar, “Comparative study of hot corrosion behaviour of thermal sprayed alumina and titanium oxide reinforced alumina coatings on boiler steel,” Materials Research Express, Vol.7, No2, pp.1-12, 2020.
S. Kumar, M. Kumar and A. Handa, “Combating hot corrosion of boiler tubes- a study,” Journal of Engineering Failure Analysis, Vol. 94, pp. 379-395, 2018.
S. Kumar, M. Kumar and N. Jindal, “Overview of Cold Spray Coatings Applications and Comparisons: A Critical Review”, World Journal of Engineering, Vol.17, No.1, pp. 27-51, 2020. DOI: 10.1108/WJE-01-2019-0021.
V. Sharma, S. Kumar, M. Kumar, D. Deepak, “High Temperature oxidation performance of Ni-Cr-Ti and Ni-5Al coatings”, Material Today Proceeding, ICFMST-2019, International Conference at Chandigarh University, Vol. 26, No. 1, pp.1-10, 2019. DOI:10.1016/j.matpr.2019.11.048.
S. Kumar, R. Kumar, S. Singh, et al., “The role of thermal spray coating to combat hot corrosion of boiler tubes: a study,” Journal of Xidian University, Vol.14, No.5, pp.229-239, 2020.
H. Singh, S. Kumar and R. Kumar, “Overview of corrosion and its control: a critical review”, Proceedings on Engineering Sciences”, Vol.3, No.1, pp. 42-49, 2021. DOI: 10.24874/PES03.01.002.
R. Kumar and S. Kumar, “Comparative parabolic rate constant and coating properties of nickel, cobalt, iron and metal oxide based coating: a review,” I-Manager’s Journal on Material Science, Vol. 6, No. 1, pp. 45-56, 2018.
R. Kumar, R. Singh and S. Kumar, “Erosion and hot corrosion phenomena in thermal power plants and their preventive methods: a study,” Asian Journal of Mechanical Engineering, Vol. 7, No. 1, pp. 38-45, 2018.
R. Kumar and S. Kumar, “Thermal spray coating process: a study,” International Journal of Engineering Science and Research Technology, Vol. 7, No. 3, pp. 610-617, 2018.
S. Kumar and R. Cherukuri, “A survey on artificial intelligence techniques in power station,” IJIRSET, Vol. 6, No. 1, pp. 852-861, 2017.
M. R. Davahli, W. Karwowski and K. Fiok et al., “Controlling safety of artificial intelligence-based systems in healthcare,” Symmetry, Vol. 13, No. 1, pp.13-25, 2021.
Sidey-Gibbons, J., Sidey-Gibbons, C. “Machine learning in medicine: a practical introduction,” BMC Med Res Methodol., Vol. 19, No. 64, 2019. https://doi.org/10.1186/s12874-019-0681-4.
H. Singh, S. Kumar and R. Kumar, “Impact of COVID-19 on economy: a critical review,” I-Manager’s Journal on Humanities and Social Science, Vol. 2, 2021.https://doi.org/10.1177/0972262921989126.
Ian. A. Scott and E. W. Coiera, “Can AI help in the fight against COVID‐19,” Medical Journal of Australia, Vol. 213, No.10, pp.439-441, 2020. https://doi.org/10.5694/mja2.50821.
J. A. Bullock, G. D. Haddow and D. P. Coppola, “Mitigation, Prevention, and Preparedness,” Introduction to Homeland Security, pp. 435–494, 2013. https://doi.org/ 10.1016/B978-0-12-415802-3.00010-5
R. Vaishya, M. Javaid, I.H. Khan and A. Haleem, “Artificial Intelligence (AI) applications for COVID-19 pandemic,” Diabetes & metabolic syndrome, Vol. 14, No. 4, pp. 337–339, 2020.
J. DeCapua, “WHO: Up to 500,000 Spinal Injuries Annually,”2013. [Online]. Available: https://www.voanews.com/science-health/who-500000-spinal-injuries-annually. [Accessed 2013].
J. Y. Chen and M. D. T. M. Sippel Schmid et al., “Enabling the Next-Generation Radiology Report: Description of Two New System Standards,RG, Vol. 37, No.7, pp.2106–2112, 2017. https://doi.org/10.1148/rg.2017160106
O. O. Donnell, “Access to health care in developing countries: breaking down demand side barriers,” CadSaude Publica, Vol. 23, No.12, pp. 2820–2834, 2007. doi:10.1590/s0102-311x20070 01200003
Y. Zhou, F. Wang, J. Tang, R. Nussinov and F. Cheng, “Artificial intelligence in COVID-19 drug repurposing,” The LANCET Digital Health, Vol. 18, pp. 1-10, 2020. DOI: https://doi.org/10.1016/ S2589-7500(20)30192-8
Z. Ahmed, K. Mohamed, S. Zeeshan and X. Qi Dong, “Artificial intelligence with multi-functional machine learning platform development for better healthcare and precision medicine,” Journal of Biological Database, Vol. 2020, pp.1-12, 2020.https://doi.org/ 10.1093/database/baaa010
M. Steedman, K. Tayler and F. Properzi, “The rise of artificial intelligence across biopharma,” 2019. [Online]. Available:https://www2.deloitte.com/us/en/insights/industry/life-sciences/rise-of-artificial-intelligence-in-biopharma-industry.html. [Accessed 2019].
S. Weib,“ Journey for Detection to cure with the help of Al Model,” 2020. [Online].Available: https://www.zuehlke.com/en/insights/ how-ai-is-already-transforming-the-patient-journey. [Accessed 2020].
D. G. Harkut, K. Kasat and V. D. Harkut, “Introductory Chapter: Artificial Intelligence - Challenges and Applications,” Intech Open, pp. 1-5. DOI:10.5772/intechopen.84624.