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Industry 4.0 technologies and their applications in fighting COVID-19 pandemic
Open accessAbstract
Background and aims COVID 19 (Coronavirus) pandemic has created surge demand for essential healthcare equipment, medicines along with the requirement for advance information technologies applications. Industry 4.0 is known as the fourth industrial revolution, which has the potential to fulfil customised requirement during COVID-19 crisis. This revolution has started with the applications of advance manufacturing and digital information technologies.Methods A detailed review of the literature is done on the technologies of Industry 4.0 and their applications in the COVID-19 pandemic, using appropriate search words on the databases of PubMed, SCOPUS, Google Scholar and Research Gate.Results We found several useful technologies of Industry 4.0 which help for proper control and management of COVID-19 pandemic and these have been discussed in this paper. The available technologies of Industry 4.0 could also help the detection and diagnosis of COVID-19 and other related problems and symptoms.Conclusions Industry 4.0 can fulfil the requirements of customised face masks, gloves, and collect information for healthcare systems for proper controlling and treating of COVID-19 patients. We have discussed ten major technologies of Industry 4.0 which help to solve the problems of this virus. It is useful to provide day to day update of an infected patient, area-wise, age-wise and state-wise with proper surveillance systems. We also believe that the proper implementation of these technologies would help to enhance education and communication regarding public health. These Industry 4.0 technologies could provide a lot of innovative ideas and solution for fighting local and global medical emergencies.
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“Chinese railway authorities use AI to track the customers’ movement and identify people who were near a passenger infected with COVID-19 [101].”
From Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey (2021) · cites this paper as [101]
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Cites
Ruan, Q., Yang, K., Wang, W., Jiang, L., & Song, J. (2020) · Intensive Care Medicine · doi:10.1007/s00134-020-05991-x · Cited by 4,898 · cited 1×
“Designing and development of any medical part are done rapidly using advance designing software and further used digital manufacturing technologies like 3D printing to print the required parts [5,6].”
Critical Care Utilization for the COVID-19 Outbreak in Lombardy, Italy
Grasselli, G., Pesenti, A., & Cecconi, M. (2020) · JAMA · doi:10.1001/jama.2020.4031 · Cited by 2,019
A Survey of Computer Vision-Based Human Motion Capture
Moeslund, T. B., & Granum, E. (2001) · Computer Vision and Image Understanding · doi:10.1006/cviu.2000.0897 · Cited by 1,788
Ahmed, S. F., Quadeer, A. A., & McKay, M. R. (2020) · Viruses · doi:10.3390/v12030254 · Cited by 1,128
Effects of COVID-19 pandemic in daily life
Haleem, A., Javaid, M., & Vaishya, R. (2020) · Current Medicine Research and Practice · doi:10.1016/j.cmrp.2020.03.011 · Cited by 929 · cited 1×
“The remote health monitoring system is done quickly by these technologies [12,13].”
Traditional Chinese medicine for COVID-19 treatment
Ren, J., Zhang, A.-H., & Wang, X. (2020) · Pharmacological Research · doi:10.1016/j.phrs.2020.104743 · Cited by 702
Clinical considerations for patients with diabetes in times of COVID-19 epidemic
Gupta, R., Ghosh, A., Singh, A. K., & Misra, A. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.03.002 · Cited by 522
On the responsible use of digital data to tackle the COVID-19 pandemic
Ienca, M., & Vayena, E. (2020) · Nature Medicine · doi:10.1038/s41591-020-0832-5 · Cited by 491 · cited 1×
“The proper updates on the gathering of people are provided by the data captured by the advance technologies [1,2].”
Additive Manufacturing Applications in Industry 4.0: A Review
Haleem, A., & Javaid, M. (2019) · Journal of Industrial Integration and Management · doi:10.1142/s2424862219300011 · Cited by 418 · cited 1×
“Planning of activities regarding COVID-19 Providing a better experience without imposing the risks to healthcare and other workers Manufacturing of precautionary item related to this virus Provide medical part in time using smart supply chain Used robotic based treatment of the infected patient to reduce doctors risk…”
Thinking ahead about the trade impact of COVID-19
Baldwin, R., & Tomiura, E. (2020) · Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies) · Cited by 333
Flagged first, then by citations
6 of the 27 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- No, 2020, DISCUSSION PAPER SERIES artificial intelligence against COVID-19, An Early REv., 13110
- Ren, 2020, Traditional Chinese medicine for COVID-19 treatment, Pharmacol Res, 104743, 10.1016/j.phrs.2020.104743 · DOI
- Gupta, 2020, Clin Res Rev, 14, 251
Cited by
Sorted by citations
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Understanding the adoption of Industry 4.0 technologies in improving environmental sustainability
Javaid, M., Haleem, A., Singh, R. P., Suman, R., & González, E. D. R. S. (2022) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2022.01.008 · Cited by 1,039
From Industry 4.0 to Agriculture 4.0: Current Status, Enabling Technologies, and Research Challenges
Liu, Y., Ma, X., Shu, L., Hancke, G. P., & Abu-Mahfouz, A. M. I. (2020) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2020.3003910 · Cited by 840
“0 technologies in fighting coronavirus (COVID-19) pandemic was introduced in [11].”
Internet of things (IoT) applications to fight against COVID-19 pandemic
Singh, R. P., Javaid, M., Haleem, A., & Suman, R. (2020) · Diabetes & Metabolic Syndrome: Clinical Research & Reviews · doi:10.1016/j.dsx.2020.04.041 · Cited by 664
“This technology is helpful to capture the real-time data and other necessary information of the infected patient [7] [8] [9] .”
Significance of machine learning in healthcare: Features, pillars and applications
Javaid, M., Haleem, A., Singh, R. P., Suman, R., & Rab, S. (2022) · International Journal of Intelligent Networks · doi:10.1016/j.ijin.2022.05.002 · Cited by 760
Biosensors applications in medical field: A brief review
Haleem, A., Javaid, M., Singh, R. P., Suman, R., & Rab, S. (2021) · Sensors International · doi:10.1016/j.sintl.2021.100100 · Cited by 638
Artificial Intelligence Applications for Industry 4.0: A Literature-Based Study
Javaid, M., Haleem, A., Singh, R., & Suman, R. (2021) · Journal of Industrial Integration and Management · doi:10.1142/s2424862221300040 · Cited by 397
Golinelli, D., Boetto, E., Carullo, G., Nuzzolese, A. G., Landini, M. P., & Fantini, M. P. (2020) · Journal of Medical Internet Research · doi:10.2196/22280 · Cited by 638
“In particular, within the reviewed articles, we identified numerous suggestions of the use of AI-powered tools for the diagnosis and screening of SARS-CoV-2 or COVID-19, as reported in Table 4 [20,22,23,25,26,28,30,32,33, 38,48,50,54,61,69,70,77,78,94,100,108,109,122,130].”
Substantial capabilities of robotics in enhancing industry 4.0 implementation
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021) · Cognitive Robotics · doi:10.1016/j.cogr.2021.06.001 · Cited by 599
Blockchain technology applications in healthcare: An overview
Haleem, A., Javaid, M., Singh, R. P., Suman, R., & Rab, S. (2021) · International Journal of Intelligent Networks · doi:10.1016/j.ijin.2021.09.005 · Cited by 504
Medical 4.0 technologies for healthcare: Features, capabilities, and applications
Haleem, A., Javaid, M., Pratap Singh, R., & Suman, R. (2022) · Internet of Things and Cyber-Physical Systems · doi:10.1016/j.iotcps.2022.04.001 · Cited by 468
Self-citationAkpan, I. J., Udoh, E. A. P., & Adebisi, B. (2020) · Journal of Small Business & Entrepreneurship · doi:10.1080/08276331.2020.1820185 · Cited by 524
“As common with technological revolutions, the unfolding events provide opportunities and threats, produce cham-pions and casualties in EMDEs, and developed economies (Cowling, Brown, and Rocha 2020; Javaid et al. 2020; Akpan, Soopramanien, and Kwak 2020).”
Blockchain technology applications for Industry 4.0: A literature-based review
Javaid, M., Haleem, A., Singh, R. P., Khan, S., & Suman, R. (2021) · Blockchain Research and Applications · doi:10.1016/j.bcra.2021.100027 · Cited by 428
Internet of Things (IoT) enabled healthcare helps to take the challenges of COVID-19 Pandemic
Javaid, M., & Khan, I. H. (2021) · Journal of Oral Biology and Craniofacial Research · doi:10.1016/j.jobcr.2021.01.015 · Cited by 423
Santhi, A. R., & Muthuswamy, P. (2023) · International Journal on Interactive Design and Manufacturing (IJIDeM) · doi:10.1007/s12008-023-01217-8 · Cited by 438
Mbunge, E., Muchemwa, B., Jiyane, S., & Batani, J. (2021) · Global Health Journal · doi:10.1016/j.glohj.2021.11.008 · Cited by 383
Li, M., Yin, D., Qiu, H., & Bai, B. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2021.102930 · Cited by 405
COVID-19 impact on sustainable production and operations management
Kumar, A., Luthra, S., Mangla, S. K., & Kazançoğlu, Y. (2020) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2020.06.001 · Cited by 343
Significant applications of virtual reality for COVID-19 pandemic
Singh, R. P., Javaid, M., Kataria, R., Tyagi, M., Haleem, A., & Suman, R. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.05.011 · Cited by 321
“The concept of virtual reality is proved for providing a bunch of applications for healthcare and attracting medical practitioners by offering them various uses in the core area of healthcare and treatment [11] [12] [13] [14] [15] .”
Ashima, R., Haleem, A., Bahl, S., Javaid, M., Mahla, S. K., & Singh, S. (2021) · Materials Today Proceedings · doi:10.1016/j.matpr.2021.01.583 · Cited by 337
Implementation and Usefulness of Telemedicine During the COVID-19 Pandemic: A Scoping Review
Hincapié, M. A., Gallego, J. C., Gempeler, A., Piñeros, J. A., Nasner, D., & Escobar, M. F. (2020) · Journal of Primary Care & Community Health · doi:10.1177/2150132720980612 · Cited by 315
Technological revolutions in smart farming: Current trends, challenges & future directions
Sharma, V., Tripathi, A. K., & Mittal, H. (2022) · Computers and Electronics in Agriculture · doi:10.1016/j.compag.2022.107217 · Cited by 337
Narayanamurthy, G., & Tortorella, G. L. (2021) · International Journal of Production Economics · doi:10.1016/j.ijpe.2021.108075 · Cited by 347
“Javaid et al. (2020) explained how different technologies of I4.”
Wang, Q., Su, M., Zhang, M., & Li, R. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18116053 · Cited by 319
Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey
Nguyen, D. C., Ding, M., Pathirana, P. N., & Seneviratne, A. (2021) · IEEE Access · doi:10.1109/access.2021.3093633 · Cited by 286
“ities use AI to track the customers’ movement and identify people who were near a passenger infected with COVID-19 [101].”
O’Dowd, K., Nair, K. M., Forouzandeh, P., Mathew, S., Grant, J. J., Moran, R., Bartlett, J., Bird, J., & Pillai, S. C. (2020) · Materials · doi:10.3390/ma13153363 · Cited by 267
The Impact of COVID-19 on Sustainable Business Models in SMEs
Gregurec, I., Furjan, M. T., & Tomičić-Pupek, K. (2021) · Sustainability · doi:10.3390/su13031098 · Cited by 289
“TC3: Big data and data analytics 8 [4,42,43,58,59,99,103,115]”
Industry 5.0: Potential Applications in COVID-19
Javaid, M., Haleem, A., Singh, R. P., Haq, M. I. U., Raina, A., & Suman, R. (2020) · Journal of Industrial Integration and Management · doi:10.1142/s2424862220500220 · Cited by 255
Singh, R. P., Javaid, M., Haleem, A., Vaishya, R., & Ali, S. (2020) · Journal of Clinical Orthopaedics and Trauma · doi:10.1016/j.jcot.2020.05.011 · Cited by 244
Lee, H., Woo, D., & Yu, S. (2022) · Applied Sciences · doi:10.3390/app12052667 · Cited by 238
“VR has been proposed as a tool for communication and collaboration during the COVID-19 pandemic, as it enhances the experience of shared remote presence [28,29].”
Zhang, G., Yang, Y., & Yang, G. (2022) · Annals of Operations Research · doi:10.1007/s10479-022-04689-1 · Cited by 240
Mbunge, E. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.08.029 · Cited by 199
Umair, M., Cheema, M. A., Cheema, O., Li, H., & Lu, H. (2021) · Sensors · doi:10.3390/s21113838 · Cited by 233
A critical review of emerging technologies for tackling COVID ‐19 pandemic
Mbunge, E., Akinnuwesi, B. A., Fashoto, S. G., Metfula, A. S., & Mashwama, P. M. (2020) · Human Behavior and Emerging Technologies · doi:10.1002/hbe2.237 · Cited by 195
“Javaid et al. (2020) stated that there are limited uses of AI technologies due to lack of data.”
Ambrogio, G., Filice, L., Longo, F., & Padovano, A. (2022) · Computers & Industrial Engineering · doi:10.1016/j.cie.2022.108158 · Cited by 184
Application of cognitive Internet of Medical Things for COVID-19 pandemic
Swayamsiddha, S., & Mohanty, C. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.06.014 · Cited by 182
IoT in the Wake of COVID-19: A Survey on Contributions, Challenges and Evolution
Ndiaye, M., Oyewobi, S. S., Abu-Mahfouz, A. M. I., Hancke, G. P., Kurien, A. M., & Djouani, K. (2020) · IEEE Access · doi:10.1109/access.2020.3030090 · Cited by 175
“[20] presented a detailed review of the application of industry 4.”
InfluentialSignificance of Quality 4.0 towards comprehensive enhancement in manufacturing sector
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021) · Sensors International · doi:10.1016/j.sintl.2021.100109 · Cited by 189
Significant Applications of Machine Learning for COVID-19 Pandemic
Kushwaha, S., Bahl, S., Bagha, A. K., Parmar, K. S., Javaid, M., Haleem, A., & Singh, R. P. (2020) · Journal of Industrial Integration and Management · doi:10.1142/s2424862220500268 · Cited by 179
Jabarulla, M. Y., & Lee, H.-N. (2021) · Healthcare · doi:10.3390/healthcare9081019 · Cited by 188
“0 [29,38,39], could be employed for combating the coronavirus disease.”
Applications of industry 4.0 to overcome the COVID-19 operational challenges
Kumar, S., Raut, R. D., Narwane, V. S., & Narkhede, B. E. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.07.010 · Cited by 159
Virtual reality adoption during the COVID-19 pandemic: A uses and gratifications perspective
Ball, C., Huang, K.-T., & Francis, J. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101728 · Cited by 152
“0 technologies that could help address the COVID-19 pandemic (Javaid et al., 2020) and appears to possess the unique affordances and modalities to address many of the pandemic’s short- and long-term challenges (Imperatori et al.”
Ghobadpour, A., Monsalve, G., Cardenas, A., & Mousazadeh, H. (2022) · Vehicles · doi:10.3390/vehicles4030047 · Cited by 155
“0 technologies to tackle the COVID-19 pandemic is presented in [20].”
Data analytics in pharmaceutical supply chains: state of the art, opportunities, and challenges
Nguyen, A., Samir Lamouri, A., Pellerin, R., Tamayo, S., & Lekens, B. (2021) · International Journal of Production Research · doi:10.1080/00207543.2021.1950937 · Cited by 161
Ammar, M., Haleem, A., Javaid, M., Walia, R., & Bahl, S. (2021) · Materials Today Proceedings · doi:10.1016/j.matpr.2021.01.585 · Cited by 147
Nayeri, S., Sazvar, Z., & Heydari, J. (2022) · Expert Systems with Applications · doi:10.1016/j.eswa.2022.119267 · Cited by 147
Upgrading the manufacturing sector via applications of Industrial Internet of Things (IIoT)
Javaid, M., Haleem, A., Singh, R. P., Rab, S., & Suman, R. (2021) · Sensors International · doi:10.1016/j.sintl.2021.100129 · Cited by 165
Internet of Things in food processing and its potential in Industry 4.0 era: A review
Dadhaneeya, H., Nema, P. K., & Arora, V. K. (2023) · Trends in Food Science & Technology · doi:10.1016/j.tifs.2023.07.006 · Cited by 143
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Khan, I. H., & Javaid, M. (2021) · Journal of Industrial Integration and Management · doi:10.1142/s2424862221500068 · Cited by 135
Supply Chain Operations Management in Pandemics: A State-of-the-Art Review Inspired by COVID-19
Farooq, M. U., Hussain, A., Masood, T., & Habib, M. S. (2021) · Sustainability · doi:10.3390/su13052504 · Cited by 129
Blockchain technology and its applications to combat COVID-19 pandemic
Sharma, A., Bahl, S., Bagha, A. K., Javaid, M., Shukla, D. K., & Haleem, A. (2020) · Research on Biomedical Engineering · doi:10.1007/s42600-020-00106-3 · Cited by 128
“Various technologies such as industry 4.0, biosensors, 3D scanning, and multi-agent system (Bahl et al. 2020; Haleem et al. 2020; Javaid et al. 2020; Sharma et al. 2020) can be gainfully employed to identify the infected cases .”
InfluentialSajid, S., Haleem, A., Bahl, S., Javaid, M., Goyal, T., & Mittal, M. (2021) · Materials Today Proceedings · doi:10.1016/j.matpr.2021.01.357 · Cited by 127
Digital technologies, healthcare and Covid-19: insights from developing and emerging nations
Chandra, M., Kumar, K., Thakur, P., Chattopadhyaya, S., Alam, F., & Kumar, S. (2022) · Health and Technology · doi:10.1007/s12553-022-00650-1 · Cited by 145
“[6] provided a brief overview of Industry 4.”
SDN–IoT empowered intelligent framework for industry 4.0 applications during COVID-19 pandemic
Rahman, A., Chakraborty, C., Anwar, A., Karim, M. R., Islam, M. J., Kundu, D., Rahman, Z., & Band, S. S. (2022) · Cluster Computing · doi:10.1007/s10586-021-03367-4 · Cited by 121
“In [10], the authors identified the need of revolution 4.”
Kamal, A. A., Mohd, N., Truna, L., Sabri, M., & Junaini, S. N. (2020) · International Journal of Advanced Computer Science and Applications · doi:10.14569/ijacsa.2020.0110628 · Cited by 122
“Blended learning is critical to distance and open education mostly during the emergence of the pandemic, as it is especially useful for teaching and learning processes in the rural areas [20].”
A smart ontology-based IoT framework for remote patient monitoring
Sharma, N., Mangla, M., Mohanty, S. N., Gupta, D. K., Tiwari, P., Shorfuzzaman, M., & Rawashdeh, M. (2021) · Biomedical Signal Processing and Control · doi:10.1016/j.bspc.2021.102717 · Cited by 126
“Several researchers, during their IoT ’ s prime contribution towards fighting the current pandemic is through effective control of data, superior treatment, and improved diagnosis [18,34,35].”
Psychological factors influencing technology adoption: A case study from the oil and gas industry
Roberts, R., Flin, R., Millar, D., & Corradi, L. (2021) · Technovation · doi:10.1016/j.technovation.2020.102219 · Cited by 121
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Gupta, D., Bhatt, S., Gupta, M., & Tosun, A. Ş. (2020) · Internet of Things · doi:10.1016/j.iot.2020.100342 · Cited by 124
“0 technologies and their applications in fighting COVID-19 pandemic [4] Explores several useful technologies of Industry 4.”
Hakak, S., Khan, W. Z., Imran, M. A., Choo, K. R., & Shoaib, M. (2020) · IEEE Access · doi:10.1109/access.2020.3006172 · Cited by 120
Kumar, S., Raut, R. D., & Narkhede, B. E. (2020) · International Journal of Healthcare Management · doi:10.1080/20479700.2020.1810453 · Cited by 117
Is COVID-19 pushing us to the Fifth Industrial Revolution (Society 5.0)?
Sarfraz, Z., Sarfraz, A., Iftikar, H., & Akhund, R. (2021) · Pakistan Journal of Medical Sciences · doi:10.12669/pjms.37.2.3387 · Cited by 117
Krstić, M. D., Agnusdei, G. P., Miglietta, P. P., Tadić, S. R., & Roso, V. (2022) · Sustainability · doi:10.3390/su14095632 · Cited by 117
“There is also research dealing with the applicability evaluation of the Industry 4.0 technologies in various fields (e.g., [49–51], as well as in the field of logistics (e.g., [10]), but again there is no such research in the field of RL.”
InfluentialFrederico, G. F., Kumar, P. V., Garza‐Reyes, J. A., Kumar, A., V, & Agrawal, R. (2021) · The International Journal of Logistics Management · doi:10.1108/ijlm-03-2021-0181 · Cited by 119
Telemedicine technologies for confronting COVID-19 pandemic: a review
Bahl, S., Singh, R. P., Javaid, M., Khan, I. H., Vaishya, R., & Suman, R. (2020) · Journal of Industrial Integration and Management · doi:10.1142/s2424862220300057 · Cited by 112
The Internet of Medical Things (IoMT): opportunities and challenges
El‐Saleh, A. A., Sheikh, A. M., Albreem, M. A. M., & Honnurvali, M. S. (2024) · Wireless Networks · doi:10.1007/s11276-024-03764-8 · Cited by 124
“It facilitates healthcare and medical professionals to offer its network of services through the digital monitoring system, data-analysis tools, cloud-based computing, smart bed facilities, sensing and scanning devices [32, 45, 84, 85].”
All that glitters is not gold. The rise of gaming in the COVID-19 pandemic
Cabarcos, Á. L., Soriano, D. R., & Chousa, J. P. (2020) · Journal of Innovation & Knowledge · doi:10.1016/j.jik.2020.10.004 · Cited by 112
Industry 4.0 Applications for Medical/Healthcare Services
Paul, S., Riffat, M., Yasir, A., Mahim, M. N., Sharnali, B. Y., Naheen, I. T., Rahman, A., & Kulkarni, A. (2021) · Journal of Sensor and Actuator Networks · doi:10.3390/jsan10030043 · Cited by 124
“Using AI-based technologies, clinical trials of drugs and vaccines against the virus can be optimized [55].”
Impact of 3D Printing on the environment: A literature-based study
Shuaib, M., Haleem, A., Kumar, S., & Javaid, M. (2021) · Sustainable Operations and Computers · doi:10.1016/j.susoc.2021.04.001 · Cited by 105
Elavarasan, R. M., Pugazhendhi, R., Shafiullah, G., Irfan, M. F., & Anvari‐Moghaddam, A. (2021) · Sustainable Cities and Society · doi:10.1016/j.scs.2021.102789 · Cited by 101
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning
Özdemir, M. A., Özdemir, G. D., & Güren, O. (2021) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-021-01521-x · Cited by 100
“Recent studies suggest to integrate artificial intelligence (AI) into IoT, Industry 4.0, and Industry 5.0 applications to aid healthcare professionals and patients [10–13].”
InfluentialZimmerling, A., & Chen, D. (2021) · Technology in Society · doi:10.1016/j.techsoc.2021.101541 · Cited by 110
Asadzadeh, A., Samad‐Soltani, T., & Rezaei‐Hachesu, P. (2021) · Informatics in Medicine Unlocked · doi:10.1016/j.imu.2021.100579 · Cited by 99
Industry 4.0 in Healthcare: A systematic review
Ahsan, M. M., & Siddique, Z. (2022) · International Journal of Information Management Data Insights · doi:10.1016/j.jjimei.2022.100079 · Cited by 98
Smart technologies driven approaches to tackle COVID-19 pandemic: a review
Khan, H., Kushwah, K. K., Singh, S., Urkude, H., Maurya, M. R., & Sadasivuni, K. K. (2021) · 3 Biotech · doi:10.1007/s13205-020-02581-y · Cited by 101
Dohale, V., Akarte, M., Gunasekaran, A., & Verma, P. (2022) · International Journal of Production Research · doi:10.1080/00207543.2022.2127961 · Cited by 94
“Javaid et al. (2020) stated that AI could be effective in predicting, tracing, and minimising the COVID-19 virus spread.”
Information technology in emergency management of COVID-19 outbreak
Asadzadeh, A., Pakkhoo, S., Saeidabad, M. M., Khezri, H., & Ferdousi, R. (2020) · Informatics in Medicine Unlocked · doi:10.1016/j.imu.2020.100475 · Cited by 96
“According to human demands, VR has multiple applications by providing a virtual world for relaxation, traveling, video calls, improving mental disorders by reducing stress, and training healthcare providers [99,104,105].”
Significant Applications of Big Data in Industry 4.0
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. (2021) · Journal of Industrial Integration and Management · doi:10.1142/s2424862221500135 · Cited by 98
Framework for Manufacturing in Post-COVID-19 World Order: An Indian Perspective
Deshmukh, S. G., & Haleem, A. (2020) · International Journal of Global Business and Competitiveness · doi:10.1007/s42943-020-00009-1 · Cited by 91
Qasem, Y. A. M., Asadi, S., Abdullah, R., Jusoh, Y. Y., Atan, R. B., Al-Sharafi, M. A., & Yassin, A. A. (2020) · Applied Sciences · doi:10.3390/app10144905 · Cited by 97
“0) could enable educational countermeasures to continue the education process despite the COVID-19 predicaments [27,28].”
COVID-19 exit strategy: Transitioning towards a new normal
Jamaludin, S., Azmir, N. A., Ayob, A. F. M., & Zainal, N. (2020) · Annals of Medicine and Surgery · doi:10.1016/j.amsu.2020.09.046 · Cited by 102
Medical 4.0 and Its Role in Healthcare During COVID-19 Pandemic: A Review
Haleem, A., & Javaid, M. (2020) · Journal of Industrial Integration and Management · doi:10.1142/s2424862220300045 · Cited by 90
Utilizing IoT to design a relief supply chain network for the SARS-COV-2 pandemic
Zahedi, A., Salehi-Amiri, A., Smith, N. R., & Hajiaghaei–Keshteli, M. (2021) · Applied Soft Computing · doi:10.1016/j.asoc.2021.107210 · Cited by 90
“The application of Industry 4.0 and specifically IoT is detailed in Javaid et al. [47] .”
InfluentialTechnology and Entrepreneurial Marketing Decisions During COVID-19
Polas, M. R. H., & Raju, V. (2021) · Global Journal of Flexible Systems Management · doi:10.1007/s40171-021-00262-0 · Cited by 103
The rise of 3D Printing entangled with smart computer aided design during COVID-19 era
Nazir, A., Azhar, A., Nazir, U., Liu, Y., Qureshi, W. S., Chen, J.-E., & Alanazi, E. (2020) · Journal of Manufacturing Systems · doi:10.1016/j.jmsy.2020.10.009 · Cited by 97
“In addition, cloud based digital design and modeling software will be able to store crucial data that can be useful in similar disasters in the future [9].”
Siderska, J. (2021) · Sustainability · doi:10.3390/su13148020 · Cited by 89
“Therefore, there is an extensive scope for customizing robots to undertake hazardous and repetitive jobs with precision and reliability [7].”
Khan, J. I., Khan, J., Ali, F., Ullah, F., Bacha, J., & Lee, S. (2022) · IEEE Access · doi:10.1109/access.2022.3181605 · Cited by 95
“While telecommunication software’s usability has boomed in the lockdown due to COVID-19, as seen with the case of Zoom, Skype, and Microsoft Teams, virtual perception of real events has become prone to acceptability [122].”
Sharifi, A., Ahmadi, M., & Ala, A. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-15292-5 · Cited by 88
“…in education, disease prevention, and treatment The digital technologies and technologies under the title of the Fourth Industrial Revolution have assisted in providing distance education, remote monitoring system, and sending information from distant places to health bases (Javaid et al. 2020).”
InfluentialKumar, R., Rani, S., & Awadh, M. A. (2022) · Sensors · doi:10.3390/s22114276 · Cited by 92
“0 was incepted to revolutionize the manufacturing processes [20], now it is benefiting several industrial sectors such as agriculture, food industry [15], steel industry [23], clinical research and healthcare [24], textile industry, pharmaceutical industry, paper industry, smart homes, and different types of the servi…”
Social Health Protection During the COVID-Pandemic Using IoT
Reddy, M. A., Reddy, B. M., Mukund, C. S., Venneti, K., Preethi, D., & Boopathi, S. (2023) · Advances in electronic government, digital divide, and regional development book series · doi:10.4018/978-1-7998-8394-4.ch009 · Cited by 87
Agricultural biotechnology for sustainable food security
Tyczewska, A., Twardowski, T., & Woźniak, E. (2023) · Trends in biotechnology · doi:10.1016/j.tibtech.2022.12.013 · Cited by 96
“Information technology (IT) solutions are especially important during crises such as a pandemic or a war as they could be used to automate factories by smart sensors, thus reducing contact and communication with objects and enabling them to bemonitored remotely [16,17] (Box 2).”
Kapoor, K. K., Bigdeli, A. Z., Dwivedi, Y. K., & Raman, R. (2021) · Annals of Operations Research · doi:10.1007/s10479-021-04397-2 · Cited by 96
“Global open-source designs are also available and these enable the use of 3D printing for designing and manufacturing PPE and medical equipment at a large scale (Hoosain et al., 2020; Javaid et al., 2020b; Liu et al., 2021a, 2021b).”
InfluentialGupta, A., & Singh, R. K. (2022) · Benchmarking An International Journal · doi:10.1108/bij-11-2021-0700 · Cited by 82
Quinn, L. M., Davies, M. J., & Hadjiconstantinou, M. (2020) · Journal of Medical Internet Research · doi:10.2196/21609 · Cited by 83
“Early reports suggest that virtual clinics are feasible, with some centers increasing virtual clinic consultations from 1% of all consultations prior to COVID-19 to 70% afterwards, and it is technology that has made this rapid transformation possible [29-31].”
Abed, S. S. (2021) · International journal of organizational analysis · doi:10.1108/ijoa-11-2020-2501 · Cited by 101
Redefining diabetic foot disease management service during COVID-19 pandemic
Jaly, I., Iyengar, K. P., Bahl, S., Hughes, T., & Vaishya, R. (2020) · Diabetes & Metabolic Syndrome Clinical Research & Reviews · doi:10.1016/j.dsx.2020.06.023 · Cited by 77
Robotics Applications in COVID-19: A Review
Javaid, M., Haleem, A., Vaish, A., Vaishya, R., & Iyengar, K. P. (2020) · Journal of Industrial Integration and Management · doi:10.1142/s2424862220300033 · Cited by 76
Abdel‐Basset, M., Mohamed, R. A., & Chang, V. I. C. (2024) · Information Systems Frontiers · doi:10.1007/s10796-024-10472-3 · Cited by 84
“The benefits of cloud computing in healthcare include the ability to store, process, analyze, and manage patient health information, which may assist industry stakeholders and patients beyond obstacles (Javaid et al., 2020b).”
Artificial Intelligence (AI) and Its Applications in Indian Manufacturing: A Review
Rizvi, A. P. A. R., Haleem, A., Bahl, S., & Javaid, M. (2021) · Lecture notes in mechanical engineering · doi:10.1007/978-981-33-4795-3_76 · Cited by 74
Ammar, M., Haleem, A., Javaid, M., Bahl, S., & Verma, A. (2021) · Materials Today Proceedings · doi:10.1016/j.matpr.2021.09.248 · Cited by 74
Security issues and challenges in cloud of things-based applications for industrial automation
Pandey, N. K., Kumar, K., Saini, G., & Mishra, A. K. (2023) · Annals of Operations Research · doi:10.1007/s10479-023-05285-7 · Cited by 78
“In the critical era of Covid-19, most industries are shut down due to laws applied by several countries (Javaid et al., 2020).”
Metadata
- Authors
- Javaid, M., Haleem, A., Vaishya, R., Bahl, S., Suman, R., & Vaish, A.
- Affiliations
- Jamia Millia Islamia (IN)
- Indraprastha Apollo Hospitals (IN)
- Punjab Technical University (IN)
- Govind Ballabh Pant University of Agriculture and Technology (IN)
- Corresponding author
- Bahl, Shashi
- Venue
- Diabetes & Metabolic Syndrome: Clinical Research & Reviews
- Publisher
- Elsevier BV
- Published
- 2020-07
- Volume
- 14
- Issue
- 4
- Pages
- 419-422
- ISSN
- 1871-4021 (ISSN-L)
- PMC
- PMC7180383
- OpenAlex
- W3017623177
- Cited by
- 758
- References
- 27
- Citations by year
- 2026: 15 · 2025: 39 · 2024: 72 · 2023: 124 · 2022: 171 · 2021: 227 · 2020: 109
- FWCI
- 148.47
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Diabetes & Metabolic Syndrome Clinical Research & Reviews (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Information Systems › Healthcare during COVID-19 Pandemic
- Physical Sciences › Engineering › Industrial and Manufacturing Engineering › Digital Transformation in Industry
- Physical Sciences › Computer Science › Information Systems › Internet of Things and AI
- Keywords
- Industry 4.0, COVID-19 pandemic, health technology, digital information technology, advanced manufacturing, COVID-19 diagnosis, surveillance systems, public health communication, medical emergencies
- MeSH terms
- Information Technology, Betacoronavirus, COVID-19, SARS-CoV-2, COVID-19 Testing, COVID-19 Drug Treatment, Biotechnology, Delivery of Health Care, Patient Care, Humans, Patient Education as Topic, Pneumonia, Viral, Public Health, Infection Control, Telemedicine, Coronavirus Infections, Clinical Laboratory Techniques, Pandemics
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