Healthcare 4.0: trends, challenges and research directions

References

• *Abdellatif, A., A. Emam, C. F. Chiasserini, A. Mohamed, A. Jaoua, and R. Ward. 2019. “Edge-Based Compression and Classification for Smart Healthcare Systems: Concept, Implementation and Evaluation.” Expert Systems with Applications 117: 1–14. doi:10.1016/j.eswa.2018.09.019.
   Web of Science ®Google Scholar
• *Abdellatif, A. A., A. Mohamed, C. F. Chiasserini, M. Tlili, and A. Erbad. 2019. “Edge Computing for Smart Health: Context-Aware Approaches, Opportunities, and Challenges.” IEEE Network 33 (3): 196. doi:10.1109/MNET.2019.1800083.
   Web of Science ®Google Scholar
• *Aceto, G., V. Persico, and A. Pescapé. 2018. “The Role of Information and Communication Technologies in Healthcare: taxonomies, Perspectives, and Challenges.” Journal of Network and Computer Applications 107: 125–154. doi:10.1016/j.jnca.2018.02.008.
   Web of Science ®Google Scholar
• Agha, L. 2014. “The Effects of Health Information Technology on the Costs and Quality of Medical Care.” Journal of Health Economics 34: 19–30. doi:10.1016/j.jhealeco.2013.12.005.
   PubMed Web of Science ®Google Scholar
• *Albesher, A. A. 2019. “IoT in Health-Care: recent Advances in the Development of Smart Cyber-Physical Ubiquitous Environments.” International Journal of Computer Science and Network Security 19 (2): 181–186.
   Web of Science ®Google Scholar
• Alemdar, H., and C. Ersoy. 2010. “Wireless Sensor Networks for Healthcare: A Survey.” Computer Networks 54 (15): 2688–2710. doi:10.1016/j.comnet.2010.05.003.
   Web of Science ®Google Scholar
• *Alhamid, M. F. 2017. “Investigation of Mammograms in the Cloud for Smart Healthcare.” Multimedia Tools and Applications 78 (7): 8997–9009. doi:10.1007/s11042-017-5239-z.
   Web of Science ®Google Scholar
• Alharbi, F., A. Atkins, C. Stanier, and H. Al-Buti. 2016. “Strategic Value of Cloud Computing in Healthcare Organisations Using the Balanced Scorecard Approach: A Case Study from a Saudi Hospital.” Procedia Computer Science 98: 332–339. doi:10.1016/j.procs.2016.09.050.
   Google Scholar
• *Alhussein, M., G. Muhammad, M. S. Hossain, and S. U. Amin. 2018. “Cognitive IoT-Cloud Integration for Smart Healthcare: Case Study for Epileptic Seizure Detection and Monitoring.” Mobile Networks and Applications 23 (6): 1624–1635. doi:10.1007/s11036-018-1113-0.
   Web of Science ®Google Scholar
• Ali, O., A. Shrestha, J. Soar, and S. Wamba. 2018. “Cloud Computing-Enabled Healthcare Opportunities, Issues, and Applications: A Systematic Review.” International Journal of Information Management 43: 146–158. doi:10.1016/j.ijinfomgt.2018.07.009.
   Web of Science ®Google Scholar
• Alloghani, M., D. Al-Jumeily, A. Hussain, A. Aljaaf, J. Mustafina, and E. Petrov. 2018. “Healthcare Services Innovations Based on the State of the Art Technology Trend Industry 4.0.” Paper presented at the 2018 11th International Conference on Developments in eSystems Engineering (DeSE), 64–70. IEEE.
   Google Scholar
• *Almulhim, M., N. Islam, and N. Zaman. 2019. “A Lightweight and Secure Authentication Scheme for IoT Based E-Health Applications.” International Journal of Computer Science and Network Security 19 (1): 107–120.
   Web of Science ®Google Scholar
• *Amato, F., S. Marrone, V. Moscato, G. Piantadosi, A. Picariello, and C. Sansone. 2019. “HOLMeS: eHealth in the Big Data and Deep Learning Era.” Information 10 (2): 34–54. doi:10.3390/info10020034.
   Google Scholar
• *Amin, S. U., M. S. Hossain, G. Muhammad, M. Alhussein, and M. A. Rahman. 2019. “Cognitive Smart Healthcare for Pathology Detection and Monitoring.” IEEE Access 7: 10745–10753. doi:10.1109/ACCESS.2019.2891390.
   Web of Science ®Google Scholar
• Anand, G., and R. Kodali. 2010. “Development of a Framework for Implementation of Lean Manufacturing Systems.” International Journal of Management Practice 4 (1): 95–116.
   Google Scholar
• Arksey, Hilary, and Lisa O’Malley. 2005. “Scoping Studies: Towards a Methodological Framework.” International Journal of Social Research Methodology 8 (1): 19–32. doi:10.1080/1364557032000119616.
   Google Scholar
• Augusto, B., and G. Tortorella. 2019. “Literature Review on Lean Healthcare Implementation: Assessment Methods and Practices.” International Journal of Services and Operations Management 32 (3): 285–306. doi:10.1504/IJSOM.2019.098351.
   Google Scholar
• *Baker, S. B., W. Xiang, and I. Atkinson. 2017. “Internet of Things for Smart Healthcare: Technologies, Challenges, and Opportunities.” IEEE Access 5: 26521–26544. doi:10.1109/ACCESS.2017.2775180.
   Web of Science ®Google Scholar
• Bardhan, I., and M. Thouin. 2013. “Health Information Technology and Its Impact on the Quality and Cost of Healthcare Delivery.” Decision Support Systems 55 (2): 438–449. doi:10.1016/j.dss.2012.10.003.
   Web of Science ®Google Scholar
• Barfield, W. 2015. Fundamentals of Wearable Computers and Augmented Reality. Boca Raton, FL: CRC Press.
   Google Scholar
• Boer, H., H. Boer, K. Demeter, and L. Szász. 2017. “Towards a Contingency Theory of Operations Management.” Paper presented at the International EurOMA Conference, Edinburgh, Scotland.
   Google Scholar
• Borges, G., G. Tortorella, M. Rossini, and A. Portioli-Staudacher. 2019. “Lean Implementation in Healthcare Supply Chain: A Scoping Review.” Journal of Health Organization and Management 33 (3): 304. doi:10.1108/JHOM-06-2018-0176.
   PubMed Web of Science ®Google Scholar
• Branger, J., and Z. Pang. 2015. “From Automated Home to Sustainable, Healthy and Manufacturing Home: A New Story Enabled by the Internet-of-Things and Industry 4.0.” Journal of Management Analytics 2 (4): 314–332. doi:10.1080/23270012.2015.1115379.
   Web of Science ®Google Scholar
• *Catarinucci, L., D. De Donno, L. Mainetti, L. Palano, L. Patrono, M. L. Stefanizzi, and L. Tarricone. 2015. “An IoT-Aware Architecture for Smart Healthcare Systems.” IEEE Internet of Things Journal 2 (6): 515–526. doi:10.1109/JIOT.2015.2417684.
   Web of Science ®Google Scholar
• *Chen, C. C., and Y. F. Chang. 2013. “Smart Healthcare Environment: Design with RFID Technology and Performance Evaluation.” Journal of Medical and Biological Engineering 33 (4): 427–432. doi:10.5405/jmbe.1255.
   Web of Science ®Google Scholar
• *Chen, M., W. Li, Y. Hao, Y. Qian, and I. Humar. 2018. “Edge Cognitive Computing Based Smart Healthcare System.” Future Generation Computer Systems 86: 403–411. doi:10.1016/j.future.2018.03.054.
   Web of Science ®Google Scholar
• *Chen, X., L. Wang, J. Ding, and N. Thomas. 2016. “Patient Flow Scheduling and Capacity Planning in a Smart Hospital Environment.” IEEE Access 4: 135–148. doi:10.1109/ACCESS.2015.2509013.
   Web of Science ®Google Scholar
• Ciuti, Gastone, R. Caliò, D. Camboni, L. Neri, F. Bianchi, A. Arezzo, A. Koulaouzidis, et al. 2016. “Frontiers of Robotic Endoscopic Capsules: A Review.” Journal of Micro-Bio Robotics 11 (1–4): 1–18. doi:10.1007/s12213-016-0087-x.
   PubMed Web of Science ®Google Scholar
• Das, S., U. Yaylacicegi, and N. Menon. 2011. “The Effect of Information Technology Investments in Healthcare: A Longitudinal Study of Its Lag, Duration, and Economic Value.” IEEE Transactions on Engineering Management 58 (1): 124–140. doi:10.1109/TEM.2010.2048906.
   Web of Science ®Google Scholar
• *Dautov, R., S. Distefano, and R. Buyya. 2019. “Hierarchical Data Fusion for Smart Healthcare.” Journal of Big Data 6 (1): 19. doi:10.1186/s40537-019-0183-6.
   Google Scholar
• Dehe, B., and D. Bamford. 2017. “Quality Function Deployment and Operational Design Decisions – A Healthcare Infrastructure Development Case Study.” Production Planning & Control 28 (14): 1177–1192. doi:10.1080/09537287.2017.1350767.
   Web of Science ®Google Scholar
• *Demirkan, H. 2013. “A Smart Healthcare Systems Framework.” IT Professional 15 (5): 38–45. doi:10.1109/MITP.2013.35.
   Web of Science ®Google Scholar
• *Din, S., and A. Paul. 2019. “Smart Health Monitoring and Management System: Toward Autonomous Wearable Sensing for Internet of Things Using Big Data Analytics.” Future Generation Computer Systems 91: 611–619. doi:10.1016/j.future.2017.12.059.
   Web of Science ®Google Scholar
• *Elhoseny, M., A. Abdelaziz, A. S. Salama, A. M. Riad, K. Muhammad, and A. K. Sangaiah. 2018. “A Hybrid Model of Internet of Things and Cloud Computing to Manage Big Data in Health Services Applications.” Future Generation Computer Systems 86: 1383–1394.
   Web of Science ®Google Scholar
• Fosso Wamba, S., and E. Ngai. 2015. “Importance of Issues Related to RFID-Enabled Healthcare Transformation Projects: Results from a Delphi Study.” Production Planning & Control 26 (1): 19–33. doi:10.1080/09537287.2013.840015.
   Web of Science ®Google Scholar
• Frenk, J. 2010. “The Global Health System: strengthening National Health Systems as the Next Step for Global Progress.” PLoS Medicine 7 (1): e1000089. doi:10.1371/journal.pmed.1000089.
   PubMed Web of Science ®Google Scholar
• *Garai, Ábel, István Péntek, Attila Adamkó, and Ágnes Németh. 2017. “A Clinical System Integration Methodology for Bio-Sensory Technology with Cloud Architecture.” Acta Cybernetica 23 (2): 513–536. doi:10.14232/actacyb.23.2.2017.6.
   Web of Science ®Google Scholar
• García-Villarreal, E., R. Bhamra, and M. Schoenheit. 2019. “Critical Success Factors of Medical Technology Supply Chains.” Production Planning & Control 30 (9): 716–735. doi:10.1080/09537287.2019.1572248.
   Web of Science ®Google Scholar
• *Gastaldi, L., and M. Corso. 2012. “Smart Healthcare Digitalization: using ICT to Effectively Balance Exploration and Exploitation within Hospitals.” International Journal of Engineering Business Management 4: 9. doi:10.5772/51643.
   Google Scholar
• Gómez, A., and M. Carnero. 2011. “Selection of a Computerised Maintenance Management System: A Case Study in a Regional Health Service.” Production Planning & Control 22 (4): 426–436. doi:10.1080/09537287.2010.500455.
   Web of Science ®Google Scholar
• *Gomez-Sacristan, A., M. A. Rodriguez-Hernandez, and V. Sempere. 2015. “Evaluation of Quality of Service in Smart-Hospital Communications.” Journal of Medical Imaging and Health Informatics 5 (8): 1864–1869. doi:10.1166/jmihi.2015.1660.
   Web of Science ®Google Scholar
• Grimshaw, J. 2008. A Guide to Knowledge Synthesis: A Knowledge Synthesis Chapter, 1–56. Ottawa, Ontario: Canadian Institutes of Health Research. Retrieved from http://www.cihr-irsc.gc.ca/e/41382.html
   Google Scholar
• *Guha, S., and S. Kumar. 2018. “Emergence of Big Data Research in Operations Management, Information Systems, and Healthcare: Past Contributions and Future Roadmap.” Production and Operations Management 27 (9): 1724–1735. doi:10.1111/poms.12833.
   Web of Science ®Google Scholar
• *Hamidi, H. 2019. “An Approach to Develop the Smart Health Using Internet of Things and Authentication Based on Biometric Technology.” Future Generation Computer Systems 91: 434–449. doi:10.1016/j.future.2018.09.024.
   Web of Science ®Google Scholar
• *Hassan, M. K., A. I. El Desouky, S. M. Elghamrawy, and A. M. Sarhan. 2019. “A Hybrid Real-Time Remote Monitoring Framework with NB-WOA Algorithm for Patients with Chronic Diseases.” Future Generation Computer Systems 93: 77–95. doi:10.1016/j.future.2018.10.021.
   Web of Science ®Google Scholar
• Hermann, M., T. Pentek, and B. Otto. 2016.“Design Principles for Industrie 4.0 Scenarios.” Paper presented at the 2016 49th Hawaii International Conference on System Sciences (HICSS), 3928–3937. IEEE.
   Google Scholar
• *Hsu, W. C., and J. H. Li. 2019. “Visualising and Mapping the Intellectual Structure of Medical Big Data.” Journal of Information Science 45 (2): 239–258. doi:10.1177/0165551518782824.
   Web of Science ®Google Scholar
• Hua, Y. 2007. “Double-Loop Learning Control (DLC) Model for Reengineering: A ‘Yin’ and ‘Yang’ Balanced Approach for Effective Organizational Change.” International Journal of Production Economics 110: 336–350.
   Google Scholar
• Jahre, M., L. Dumoulin, L. Greenhalgh, C. Hudspeth, P. Limlim, and A. Spindler. 2012. “Improving Health in Developing Countries: reducing Complexity of Drug Supply Chains.” Journal of Humanitarian Logistics and Supply Chain Management 2 (1): 54–84. doi:10.1108/20426741211226000.
   Google Scholar
• Jasti, N., and R. Kodali. 2014. “Validity and Reliability of Lean Manufacturing Frameworks: An Empirical Study in Indian Manufacturing Industries.” International Journal of Lean Six Sigma 5 (4): 361–391. doi:10.1108/IJLSS-12-2013-0057.
   Google Scholar
• *Jeong, J. S., O. Han, and Y. Y. You. 2016. “A Design Characteristics of Smart Healthcare System as the IoT Application.” Indian Journal of Science and Technology 9 (37): 52. doi:10.17485/ijst/2016/v9i37/102547.
   Google Scholar
• *Kang, M., E. Park, B. H. Cho, and K. S. Lee. 2018. “Recent Patient Health Monitoring Platforms Incorporating Internet of Things-Enabled Smart Devices.” International Neurourology Journal 22 (Suppl 2): S76. doi:10.5213/inj.1836144.072.
   PubMedGoogle Scholar
• Khan, K. S., G. Ter Riet, J. Glanville, A. J. Sowden, and J. Kleijnen. 2001. Undertaking Systematic Reviews of Research on Effectiveness: CRD's Guidance for Carrying Out or Commissioning Reviews (No. 4 (2n)). NHS Centre for Reviews and Dissemination.
   Google Scholar
• *Khan, U., A. Ali, S. Khan, F. Aadil, M. Y. Durrani, K. Muhammad, R. Baik, and J. W. Lee. 2019. “Internet of Medical Things–Based Decision System for Automated Classification of Alzheimer’s Using Three-Dimensional Views of Magnetic Resonance Imaging Scans.” International Journal of Distributed Sensor Networks 15 (3): 155014771983118–155014771983115. doi:10.1177/1550147719831186.
   Web of Science ®Google Scholar
• *Kharel, J., H. T. Reda, and S. Y. Shin. 2019. “Fog Computing-Based Smart Health Monitoring System Deploying LoRa Wireless Communication.” IETE Technical Review 36 (1): 69–82. doi:10.1080/02564602.2017.1406828.
   Web of Science ®Google Scholar
• *Kim, R. H. 2015. “Cure Performance and Effectiveness of Portable Smart Healthcare Wear System Using Electro-Conductive Textiles.” Procedia Manufacturing 3: 542–549. doi:10.1016/j.promfg.2015.07.264.
   Google Scholar
• Kim, T. S., and C. H. Min. 2004. “ECG Based Patient Recognition Model for Smart Healthcare Systems.” Paper presented at the Asian Simulation Conference, 159–166, Springer, Berlin, Heidelberg.
   Google Scholar
• *Kim, W., and J. Choi. 2016. “Challenges for Wearable Healthcare Services.” International Journal of Web and Grid Services 12 (4): 407–417. doi:10.1504/IJWGS.2016.080141.
   Web of Science ®Google Scholar
• *Kim, Y. T., Y. S. Jeong, and G. C. Park. 2016. “Smart Healthcare Service Model for Efficient Management of Patient at a Hospital Outpatient Visits.” Indian Journal of Science and Technology 9 (44): 105098. doi:10.17485/ijst/2016/v9i44/105098.
   Google Scholar
• Kumar, S., E. Swanson, and T. Tran. 2009. “RFID in the Healthcare Supply Chain: Usage and Application.” International Journal of Health Care Quality Assurance 22 (1): 67–81. doi:10.1108/09526860910927961.
   PubMedGoogle Scholar
• *Kumari, A., S. Tanwar, S. Tyagi, and N. Kumar. 2018. “Fog Computing for Healthcare 4.0 Environment: Opportunities and Challenges.” Computers & Electrical Engineering 72: 1–13. doi:10.1016/j.compeleceng.2018.08.015.
   Web of Science ®Google Scholar
• Lasi, H., P. Fettke, H. G. Kemper, T. Feld, and M. Hoffmann. 2014. “Industry 4.0.” Business & Information Systems Engineering 6 (4): 239–242. doi:10.1007/s12599-014-0334-4.
   Web of Science ®Google Scholar
• Levac, D., H. Colquhoun, and K. K. O'Brien. 2010. “Scoping Studies: Advancing the Methodology.” Implementation Science 5 (1): 69.
   PubMed Web of Science ®Google Scholar
• Liao, Y., F. Deschamps, E. Loures, and L. Ramos. 2017. “Past, Present and Future of Industry 4.0: A Systematic Literature Review and Research Agenda Proposal.” International Journal of Production Research 55 (12): 3609–3629. doi:10.1080/00207543.2017.1308576.
   Web of Science ®Google Scholar
• Lom, M., O. Pribyl, and M. Svitek. 2016. “Industry 4.0 as a Part of Smart Cities.” Paper presented at the 2016 Smart Cities Symposium Prague (SCSP), 1–6. IEEE.
   Google Scholar
• Lu, Y. 2017. “Industry 4.0: A Survey on Technologies, Applications and Open Research Issues.” Journal of Industrial Information Integration 6: 1–10. doi:10.1016/j.jii.2017.04.005.
   Web of Science ®Google Scholar
• *Mahmoud, M. M., J. J. Rodrigues, S. H. Ahmed, S. C. Shah, J. F. Al-Muhtadi, V. V. Korotaev, and V. H. C. De Albuquerque. 2018. “Enabling Technologies on Cloud of Things for Smart Healthcare.” IEEE Access 6: 31950–31967. doi:10.1109/ACCESS.2018.2845399.
   Web of Science ®Google Scholar
• Malik, H., A. Darwood, S. Shaunak, P. Kulatilake, A. Abdulrahman, O. Mulki, and A. Baskaradas. 2015. “Three-Dimensional Printing in Surgery: A Review of Current Surgical Applications.” Journal of Surgical Research 199 (2): 512–522. doi:10.1016/j.jss.2015.06.051.
   PubMed Web of Science ®Google Scholar
• *Manogaran, G., R. Varatharajan, D. Lopez, P. M. Kumar, R. Sundarasekar, and C. Thota. 2018. “A New Architecture of Internet of Things and Big Data Ecosystem for Secured Smart Healthcare Monitoring and Alerting System.” Future Generation Computer Systems 82: 375–387. doi:10.1016/j.future.2017.10.045.
   Web of Science ®Google Scholar
• Mays, N., E. Roberts, and J. Popay. 2001. “Synthesising Research Evidence.” In Studying the Organisation and Delivery of Health Services: Research Methods, edited by N. Fulop, P. Allen, A. Clarke, and N. Black. London: Routledge.
   Google Scholar
• McGough, P., S. Kline, and L. Simpson. 2017. “Team Care Approach to Population Health and Care Management.” International Journal of Health Governance 22 (2): 93–103. doi:10.1108/IJHG-11-2016-0048.
   Web of Science ®Google Scholar
• Moher, D., A. Liberati, J. Tetzlaff, and D. G. Altman. 2009. “Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement.” Annals of Internal Medicine 151 (4): 264–269. doi:10.7326/0003-4819-151-4-200908180-00135.
   PubMed Web of Science ®Google Scholar
• Moores, T. T. 2012. “Towards an Integrated Model of IT Acceptance in Healthcare.” Decision Support Systems 53 (3): 507–516. doi:10.1016/j.dss.2012.04.014.
   Web of Science ®Google Scholar
• *Munzer, B. W., M. M. Khan, B. Shipman, and P. Mahajan. 2019. “Augmented Reality in Emergency Medicine: A Scoping Review.” Journal of Medical Internet Research 21 (4): e12368. doi:10.2196/12368.
   PubMed Web of Science ®Google Scholar
• *Mutlag, Ammar Awad, Mohd Khanapi Abd Ghani, N. Arunkumar, Mazin Abed Mohammed, and Othman Mohd. 2019. “Enabling Technologies for Fog Computing in Healthcare IoT Systems.” Future Generation Computer Systems 90: 62–78.
   Web of Science ®Google Scholar
• *Neborachko, M., A. Pkhakadze, and I. Vlasenko. 2018. “Current Trends of Digital Solutions for Diabetes Management.” Diabetes & Metabolic Syndrome: Clinical Research & Reviews 13 (5): 2997–3003. doi:10.1016/j.dsx.2018.07.014.
   PubMed Web of Science ®Google Scholar
• O’Neill, P., and A. S. Sohal. 1999. “Business Process Reengineering: A Review of Recent Literature.” Technovation 19 (9): 751–581. doi:10.1016/S0166-4972(99)00059-0.
   Web of Science ®Google Scholar
• *Onasanya, A., and M. Elshakankiri. 2019. “Smart Integrated IoT Healthcare System for Cancer Care.” Wireless Networks. 1–16. doi:10.1007/s11276-018-01932-1.
   Web of Science ®Google Scholar
• *Onasanya, A., S. Lakkis, and M. Elshakankiri. 2019. “Implementing IoT/WSN Based Smart Saskatchewan Healthcare System.” Wireless Networks 25 (7): 3999. doi:10.1007/s11276-018-01931-2.
   Web of Science ®Google Scholar
• *Oueida, S., Y. Kotb, M. Aloqaily, Y. Jararweh, and T. Baker. 2018. “An Edge Computing Based Smart Healthcare Framework for Resource Management.” Sensors 18 (12): 4307. doi:10.3390/s18124307.
   Web of Science ®Google Scholar
• *Pace, P., G. Aloi, R. Gravina, G. Caliciuri, G. Fortino, and A. Liotta. 2019. “An Edge-Based Architecture to Support Efficient Applications for Healthcare Industry 4.0.” IEEE Transactions on Industrial Informatics 15 (1): 481–489. doi:10.1109/TII.2018.2843169.
   Web of Science ®Google Scholar
• *Palanisamy, V., and R. Thirunavukarasu. 2017. “Implications of Big Data Analytics in Developing Healthcare Frameworks–A Review.” Journal of King Saud University-Computer and Information Sciences 31 (4): 415–425.
   Web of Science ®Google Scholar
• *Pan, J., S. Ding, D. Wu, S. Yang, and J. Yang. 2018. “Exploring Behavioural Intentions toward Smart Healthcare Services among Medical Practitioners: A Technology Transfer Perspective.” International Journal of Production Research 57 (18): 5801–5820. doi:10.1080/00207543.2018.1550272.
   Web of Science ®Google Scholar
• *Pardede, A. M. H. 2018. “Framework for Patient Service Queue System for Decision Support System on Smart Health Care.” International Journal of Engineering & Technology 7 (2.13): 337–340.
   Google Scholar
• *Peng, Y., X. Wang, L. Guo, Y. Wang, and Q. Deng. 2017. “An Efficient Network Coding-Based Fault-Tolerant Mechanism in WBAN for Smart Healthcare Monitoring Systems.” Applied Sciences 7 (8): 817. doi:10.3390/app7080817.
   Google Scholar
• Peterson, J., P. F. Pearce, L. A. Ferguson, and C. A. Langford. 2017. “Understanding Scoping Reviews: Definition, Purpose, and Process.” Journal of the American Association of Nurse Practitioners 29 (1): 12–16. doi:10.1002/2327-6924.12380.
   PubMed Web of Science ®Google Scholar
• Pramanik, M., R. Lau, H. Demirkan, and M. Azad. 2017. “Smart Health: Big Data Enabled Health Paradigm within Smart Cities.” Expert Systems with Applications 87: 370–383.
   Web of Science ®Google Scholar
• *Prieto González, L., C. Jaedicke, J. Schubert, and V. Stantchev. 2016. “Fog Computing Architectures for Healthcare: Wireless Performance and Semantic Opportunities.” Journal of Information, Communication and Ethics in Society 14 (4): 334–349. doi:10.1108/JICES-05-2016-0014.
   Web of Science ®Google Scholar
• *Priyadarshini, R., R. Barik, and H. Dubey. 2018. “DeepFog: Fog Computing-Based Deep Neural Architecture for Prediction of Stress Types, Diabetes and Hypertension Attacks.” Computation 6 (4): 62. doi:10.3390/computation6040062.
   Web of Science ®Google Scholar
• *Qi, J., P. Yang, A. Waraich, Z. Deng, Y. Zhao, and Y. Yang. 2018. “Examining Sensor-Based Physical Activity Recognition and Monitoring for Healthcare Using Internet of Things: A Systematic Review.” Journal of Biomedical Informatics 87: 138. doi:10.1016/j.jbi.2018.09.002.
   PubMed Web of Science ®Google Scholar
• *Rajan, J. P., and S. E. Rajan. 2018. “An Internet of Things Based Physiological Signal Monitoring and Receiving System for Virtual Enhanced Health Care Network.” Technology and Health Care 26 (2): 379–385. doi:10.3233/THC-171173.
   PubMed Web of Science ®Google Scholar
• *Rghioui, A., and A. Oumnad. 2018. “Challenges and Opportunities of Internet of Things in Healthcare.” International Journal of Electrical and Computer Engineering (IJECE) 8 (5): 2753. doi:10.11591/ijece.v8i5.pp2753-2761.
   Google Scholar
• *Rizwan, A., A. Zoha, R. Zhang, W. Ahmad, K. Arshad, N. Ali, A. Alomainy, M. A. Imran, and Q. H. Abbasi. 2018. “A Review on the Role of Nano-Communication in Future Healthcare Systems: A Big Data Analytics Perspective.” IEEE Access 6: 41903–41920. doi:10.1109/ACCESS.2018.2859340.
   Web of Science ®Google Scholar
• *Sakr, S., and A. Elgammal. 2016. “Towards a Comprehensive Data Analytics Framework for Smart Healthcare Services.” Big Data Research 4: 44–58. doi:10.1016/j.bdr.2016.05.002.
   Web of Science ®Google Scholar
• *Sannino, G., I. De Falco, and G. De Pietro. 2019. “A Continuous Noninvasive Arterial Pressure (CNAP) Approach for Health 4.0 Systems.” IEEE Transactions on Industrial Informatics 15 (1): 498–506. doi:10.1109/TII.2018.2832081.
   Web of Science ®Google Scholar
• *Sawa, T. 2011. “Leveraging Devices, Data and Discovery for Smarter Healthcare in Japan.” Healthcare Informatics Research 17 (3): 184–189. doi:10.4258/hir.2011.17.3.184.
   PubMedGoogle Scholar
• *Saxena, D., and V. Raychoudhury. 2017. “Design and Verification of an NDN-Based Safety-Critical Application: A Case Study with Smart Healthcare.” IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (5): 991–1005. doi:10.1109/TSMC.2017.2723843.
   Web of Science ®Google Scholar
• Schilke, O. 2014. “The Contingent Value of Dynamic Capabilities for Competitive Advantage: The Nonlinear Moderating Effect of Environmental Dynamism.” Strategic Management Journal 35 (2): 179–203. doi:10.1002/smj.2099.
   Web of Science ®Google Scholar
• *Shi, X., W. Li, J. Song, M. S. Hossain, S. M. M. Rahman, and A. Alelaiwi. 2016. “Towards Interactive Medical Content Delivery between Simulated Body Sensor Networks and Practical Data Center.” Journal of Medical Systems 40 (10): 214. doi:10.1007/s10916-016-0575-5.
   PubMed Web of Science ®Google Scholar
• *Singh, H., R. Mallaiah, G. Yadav, N. Verma, A. Sawhney, and S. K. Brahmachari. 2018. “iCHRCloud: Web & Mobile Based Child Health Imprints for Smart Healthcare.” Journal of Medical Systems 42 (1): 14. doi:10.1007/s10916-017-0866-5.
   Web of Science ®Google Scholar
• Sousa, R., and C. Voss. 2008. “Contingency Research in Operations Management Practices.” Journal of Operations Management 26 (6): 697–713. doi:10.1016/j.jom.2008.06.001.
   Web of Science ®Google Scholar
• *Stevenson, D. 2011. “Requirements and Design for Smart Healthcare Applications.” Electronic Journal of Health Informatics 6 (2): e12.
   Google Scholar
• Sultan, N. 2014. “Making Use of Cloud Computing for Healthcare Provision: Opportunities and Challenges.” International Journal of Information Management 34 (2): 177–184. doi:10.1016/j.ijinfomgt.2013.12.011.
   Web of Science ®Google Scholar
• Teichgräber, U., and M. De Bucourt. 2012. “Applying Value Stream Mapping Techniques to Eliminate Non-Value-Added Waste for the Procurement of Endovascular Stents.” European Journal of Radiology 81 (1): e47–e52. doi:10.1016/j.ejrad.2010.12.045.
   PubMed Web of Science ®Google Scholar
• Thuemmler, C., and C. Bai. 2017. “Health 4.0: Application of Industry 4.0 Design Principles in Future Asthma Management.” Paper presented at the Health 4.0: How Virtualization and Big Data Are Revolutionizing Healthcare, 23–37, Springer, Cham.
   Google Scholar
• Tortorella, G. L., and F. S. Fogliatto. 2014. “Method for Assessing Human Resources Management Practices and Organisational Learning Factors in a Company under Lean Manufacturing Implementation.” International Journal of Production Research 52 (15): 4623–4645. doi:10.1080/00207543.2014.881577.
   Web of Science ®Google Scholar
• Tortorella, G. L., F. S. Fogliatto, M. Anzanello, G. A. Marodin, M. Garcia, and R. Reis Esteves. 2017. “Making the Value Flow: Application of Value Stream Mapping in a Brazilian Public Healthcare Organisation.” Total Quality Management & Business Excellence 28 (13–14): 1544–1558. doi:10.1080/14783363.2016.1150778.
   Web of Science ®Google Scholar
• Tortorella, G. L., L. Vergara, and E. Ferreira. 2017. “Lean Manufacturing Implementation: An Assessment Method with Regards to Socio-Technical and Ergonomics Practices Adoption.” The International Journal of Advanced Manufacturing Technology 89 (9–12): 3407–3418. doi:10.1007/s00170-016-9227-7.
   Web of Science ®Google Scholar
• *Uddin, M. Z. 2019. “A Wearable Sensor-Based Activity Prediction System to Facilitate Edge Computing in Smart Healthcare System.” Journal of Parallel and Distributed Computing 123: 46–53. doi:10.1016/j.jpdc.2018.08.010.
   Web of Science ®Google Scholar
• *Wan, J., M. A. Al-Awlaqi, M. Li, M. O’Grady, X. Gu, J. Wang, and N. Cao. 2018. “Wearable IoT Enabled Real-Time Health Monitoring System.” EURASIP Journal on Wireless Communications and Networking 2018 (1): 298. doi:10.1186/s13638-018-1308-x.
   Google Scholar
• *Wang, G., R. Lu, and Y. L. Guan. 2019. “Achieve Privacy-Preserving Priority Classification on Patient Health Data in Remote eHealthcare System.” IEEE Access 7: 33565–33576 doi:10.1109/ACCESS.2019.2891775.
   Web of Science ®Google Scholar
• *Wang, J., X. Huang, S. Y. Tang, G. M. Shi, X. Ma, and J. Guo. 2019. “Blood Triglyceride Monitoring with Smartphone as Electrochemical Analyzer for Cardiovascular Disease Prevention.” IEEE Journal of Biomedical and Health Informatics 23 (1): 66–71. doi:10.1109/JBHI.2018.2845860.
   PubMed Web of Science ®Google Scholar
• *Wang, Y., L. Kung, and T. A. Byrd. 2018. “Big Data Analytics: Understanding Its Capabilities and Potential Benefits for Healthcare Organizations.” Technological Forecasting and Social Change 126: 3–13. doi:10.1016/j.techfore.2015.12.019.
   Web of Science ®Google Scholar
• *Wang, Y., L. Kung, W. Y. C. Wang, and C. G. Cegielski. 2018. “An Integrated Big Data Analytics-Enabled Transformation Model: Application to Health Care.” Information & Management 55 (1): 64–79. doi:10.1016/j.im.2017.04.001.
   Web of Science ®Google Scholar
• White, F. 2015. “Primary Health Care and Public Health: Foundations of Universal Health Systems.” Medical Principles and Practice 24 (2): 103–116. doi:10.1159/000370197.
   PubMed Web of Science ®Google Scholar
• Wolf, B., and C. Scholze. 2017. “Medicine 4.0: The Role of Electronics, Information Technology and Microsystems in Modern Medicine.” Current Directions in Biomedical Engineering 3 (2): 183–186. doi:10.1515/cdbme-2017-0038.
   Google Scholar
• Womack, J. P., A. P. Byrne, O. J. Fiume, G. S. Kaplan, and J. Toussaint. 2005. Going Lean in Health Care. Cambridge, MA: Institute for Healthcare Improvement.
   Google Scholar
• World Health Organization. 2007. “Everybody's business–strengthening health systems to improve health outcomes: WHO's framework for action.” Accessed 19 November 2019. Available at: https://apps.who.int/iris/bitstream/handle/10665/43918/9789241596077_eng.pdf
   Google Scholar
• *Wu, F., X. Li, L. Xu, S. Kumari, and A. K. Sangaiah. 2018. “A Novel Mutual Authentication Scheme with Formal Proof for Smart Healthcare Systems under Global Mobility Networks Notion.” Computers & Electrical Engineering 68: 107–118. doi:10.1016/j.compeleceng.2018.03.030.
   Web of Science ®Google Scholar
• *Xie, R., I. Khalil, S. Badsha, and M. Atiquzzaman. 2018. “Fast and Peer-to-Peer Vital Signal Learning System for Cloud-Based Healthcare.” Future Generation Computer Systems 88: 220–233.
   Web of Science ®Google Scholar
• Xu, L., E. Xu, and L. Li. 2018. “Industry 4.0: State of the Art and Future Trends.” International Journal of Production Research 56 (8): 2941–2962. doi:10.1080/00207543.2018.1444806.
   Web of Science ®Google Scholar
• *Yang, G., M. Jiang, W. Ouyang, G. Ji, H. Xie, A. M. Rahmani, P. Liljeberg, and H. Tenhunen. 2018. “IoT-Based Remote Pain Monitoring System: From Device to Cloud Platform.” IEEE Journal of Biomedical and Health Informatics 22 (6): 1711–1719. doi:10.1109/JBHI.2017.2776351.
   PubMed Web of Science ®Google Scholar
• *Yang, J. J., J. Li, J. Mulder, Y. Wang, S. Chen, H. Wu, Q. Wang, and H. Pan. 2015. “Emerging Information Technologies for Enhanced Healthcare.” Computers in Industry 69: 3–11. doi:10.1016/j.compind.2015.01.012.
   Web of Science ®Google Scholar
• *Yang, Z., Q. Zhou, L. Lei, K. Zheng, and W. Xiang. 2016. “An IoT-Cloud Based Wearable ECG Monitoring System for Smart Healthcare.” Journal of Medical Systems 40 (12): 286. doi:10.1007/s10916-016-0644-9.
   PubMed Web of Science ®Google Scholar
• *Yi, C., and J. Cai. 2019. “A Truthful Mechanism for Scheduling Delay-Constrained Wireless Transmissions in IoT-Based Healthcare Networks.” IEEE Transactions on Wireless Communications 18 (2): 912–925. doi:10.1109/TWC.2018.2886255.
   Web of Science ®Google Scholar
• *Yuehong, Y., Y. Zeng, X. Chen, and Y. Fan. 2016. “The Internet of Things in Healthcare: An Overview.” Journal of Industrial Information Integration 1: 3–13. doi:10.1016/j.jii.2016.03.004.
   Web of Science ®Google Scholar
• Zhang, M., M. Luo, R. Nie, and Y. Zhang. 2017. “Technical Attributes, Health Attribute, Consumer Attributes and Their Roles in Adoption Intention of Healthcare Wearable Technology.” International Journal of Medical Informatics 108: 97–109. doi:10.1016/j.ijmedinf.2017.09.016.
   PubMed Web of Science ®Google Scholar
• *Zhang, Y., M. Qiu, C. W. Tsai, M. M. Hassan, and A. Alamri. 2017. “Health-CPS: Healthcare Cyber-Physical System Assisted by Cloud and Big Data.” IEEE Systems Journal 11 (1): 88–95. doi:10.1109/JSYST.2015.2460747.
   Web of Science ®Google Scholar