Gugueoth, V., Safavat, S., Shetty, S. & Rawat, D. A review of iot security and privacy using decentralized blockchain techniques. Comput. Sci. Rev. 50, 100585 (2023).
Peres, R., Schreier, M., Schweidel, D. A., & Sorescu, A. Blockchain meets marketing: Opportunities, threats, and avenues for future research (2023).
Khang, A., Rana, G., Tailor, R., & Abdullayev, V. Data-centric ai solutions and emerging technologies in the healthcare ecosystem (2023).
Villarreal, E. R. D., Garcia-Alonso, J. & Moguel, E. Blockchain for healthcare management systems: A survey on interoperability and security. IEEE Access 11, 5629–5652 (2023).
Ghosh, P. K., Chakraborty, A., Hasan, M., Rashid, K. & Siddique, A. H. Blockchain application in healthcare systems: A review. Systems 11(1), 38 (2023).
Androulaki, E. et al. Hyperledger fabric: A distributed operating system for permissioned blockchains. In Proceedings of the Thirteenth EuroSys Conference; EuroSys ’18; Association for Computing Machinery, pp. 30:1–30:15 (New York, NY, USA, 2018).
Ahram, T. et al. Blockchain Technology Innovations. In Proceedings of the 2017 IEEE Technology & Engineering Management Conference (TEMSCON), Santa Clara, CA, USA, 8–10 June 2017; pp. 137–141.
Dagher, G. G., Mohler, J., Milojkovic, M. & Marella, P. B. Ancile: Privacy-preserving frame work for access control and interoperability of electronic health records using blockchain technology. Sustain. Cities Soc. 39, 283–297 (2018).
Azaria, A., Ekblaw, A., Vieira, T., & Lippman, A. MedRec: Using blockchain for medical data access and permission management. In Proceedings of the 2016 2nd International Conference on Open and Big Data (OBD), Vienna, Austria, 22–24 August 2016; pp. 25–30 (2016).
Li, H. et al. Blockchain-based data preservation system for medical data. J. Med Syst. 42, 141 (2018).
Li, R. et al. Blockchain for large-scale internet of things data storage and protection. IEEE Trans. Serv. Comput. 12(5), 762–771 (2018).
Fan, K., Wang, S., Ren, Y., Li, H. & Yang, Y. Medblock: Efficient and secure medical data sharing via blockchain. J. Med. Syst. 42, 1–11 (2018).
Jiang, S., Cao, J., Wu, H., Yang, Y., Ma, M., & He, J. BlocHIE: A BLOCkchain-Based Platform for Healthcare Information Exchange. In Proceedings of the 2018 IEEE International Conference on Smart Computing (SMARTCOMP), Sicily, Italy, 18–20 June 2018, pp. 49–56 (2018).
Zhang, P., White, J., Schmidt, D. C., Lenz, G. & Rosenbloom, S. T. FHIRChain: Applying blockchain to securely and scalably share clinical data. Comput. Struct. Biotechnol. J. 16, 267–278 (2018).
Xia, Q. et al. MeDShare: Trust-less medical data sharing among cloud service providers via blockchain. IEEE Access 5, 14757–14767 (2017).
McGhin, T., Choo, K.-K.R., Liu, C. Z. & He, D. Blockchain in healthcare applications: Research challenges and opportunities. J. Netw. Comput. Appl. 135, 62–75 (2019).
Berdik, D., Otoum, S., Schmidt, N., Porter, D. & Jararweh, Y. A survey on blockchain for information systems management and security. Inf. Process. Manag. 58(1), 102397 (2021).
Khanna, D., Jindal, N., Singh, H. & Rana, P. S. Applications and challenges in healthcare big data: A strategic review. Curr. Med. Imaging 19(1), 27–36 (2023).
Abouelmehdi, K., Beni-Hessane, A. & Khaloufi, H. Big healthcare data: preserving security and privacy. J. Big Data 5(1), 1–18 (2018).
Chen, H. S., Jarrell, J. T., Carpenter, K. A., Cohen, D. S. & Huang, X. Blockchain in healthcare: A patient-centered model. Biomed. J. Sci. Tech. Res. 20(3), 15017 (2019).
Nakamoto, S. Bitcoin: A peer-to-peer electronic cash system. Decentralized business review (2008).
Maesa, D. D. F. & Mori, P. Blockchain 3.0 applications survey. J. Parallel Distrib. Comput. 138, 99–114 (2020).
Saranya, R. & Murugan, A. A systematic review of enabling blockchain in healthcare system: Analysis, current status, challenges and future direction. Mater. Today Proc. 80, 3010–3015 (2023).
Fahim, S., Rahman, S. & Mahmood, S. Blockchain: A comparative study of consensus algorithms pow, pos, poa, pov. Int. J. Math. Sci. Comput 3, 46–57 (2023).
Khanh, Q. V., Hoai, N. V., Manh, L. D., Le, A. N. & Jeon, G. Wireless communication technologies for iot in 5g: Vision, applications, and challenges. Wirel. Commun. Mob. Comput. 2022, 1–12 (2022).
Jolfaei, A. A., Aghili, S. F. & Singelee, D. A survey on blockchain-based iomt systems: Towards scalability. IEEE Access 9, 148948–148975 (2021).
Dogan Merih, Y., Aktan, M. E., & Akdogan, E. Internet of medical things (iomt): An overview and applications. In International Symposium on Intelligent Manufacturing and Service Systems, pp. 138–148 (Springer, 2023).
Ali, M., Mazhar, T., Shahzad, T., Ghadi, Y. Y., Mohsin, S. M., Akber, S. M. A., & Ali, M. Analysis of feature selection methods in software defect prediction models. IEEE Access (2023).
Lu, X. Implementation of art therapy assisted by the internet of medical things based on blockchain and fuzzy set theory. Inf. Sci. 632, 776–790 (2023).
Alharbi, M., & Hussain, F. K. (2022). Blockchain-based identity management for personal data: A survey. In Advances on Broad-Band Wireless Computing, Communication and Applications: Proceedings of the 16th International Conference on Broad-Band Wireless Computing, Communication and Applications (BWCCA-2021), pp. 167–178. Springer.
Singh, S., Pankaj, B., Nagarajan, K., Singh, N. P. & Bala, V. Blockchain with cloud for handling healthcare data: A privacy-friendly platform. Mater. Today Proc. 62, 5021–5026 (2022).
Taherdoost, H. The role of blockchain in medical data sharing. Cryptography 7(3), 36 (2023).
Sachs, J. D. et al. The lancet commission on lessons for the future from the covid-19 pandemic. The Lancet 400(10359), 1224–1280 (2022).
Alsaed, Z. et al. Role of blockchain technology in combating covid-19 crisis. Appl. Sci. 11(24), 12063 (2021).
O’Donoghue, O., Vazirani, A. A., Brindley, D. & Meinert, E. Design choices and trade-offs in health care blockchain implementations: Systematic review. J. Med. Internet Res. 21(5), 1 (2019).
Jerbi, W., Cheikhrouhou, O., Guermazi, A., Hamam, H., & Trabelsi, H. A blockchain based authentication scheme for mobile data collector in iot. In 2021 International Wireless Communications8 and Mobile Computing (IWCMC), pp. 929–934 (IEEE, 2021).
Abbas, S., Al Hejaili, A., Sampedro, G. A., Abisado, M., Almadhor, A., Shahzad, T., & Ouahada, K. A novel federated edge learning approach for detecting cyberattacks in iot infrastructures. IEEE Access (2023).
Shachar, C., Cadario, R., Cohen, I. G. & Morewedge, C. K. Hipaa is a misunderstood and inadequate tool for protecting medical data. Nat. Med. 1, 1–3 (2023).
Alsemmeari, R. A., Dahab, M. Y., Alsulami, A. A., Alturki, B. & Algarni, S. Resilient security framework using tnn and blockchain for iomt. Electronics 12(10), 2252 (2023).
Ahmad, M. et al. Healthcare device security assessment through computational methodology. Comput. Syst. Sci. Eng. 41(2), 1 (2022).
Mohammad, A. & Vargas, S. Using blockchain for data collection in the automotive industry sector: A literature review. J. Cybersecur. Privacy 2(2), 257–275 (2022).
Shen, B., Guo, J. & Yang, Y. Medchain: Efficient healthcare data sharing via blockchain. Appl. Sci. 9(6), 1207 (2019).
Zhou, L., Wang, L., Sun, Y. & Lv, P. Beekeeper: A blockchain-based iot system with secure storage and homomorphic computation. IEEE Access 6, 43472–43488 (2018).
Da Xu, L., Lu, Y. & Li, L. Embedding blockchain technology into iot for security: A survey. IEEE Internet of Things J. 8(13), 10452–10473 (2021).
Jan, M. A. et al. Security and blockchain convergence with internet of multimedia things: Current trends, research challenges and future directions. J. Netw. Comput. Appl. 175, 102918 (2021).
Mekki, K., Bajic, E., Chaxel, F. & Meyer, F. A comparative study of lpwan technologies for large-scale iot deployment. ICT express 5(1), 1–7 (2019).
Schulz, P. et al. Latency critical iot applications in 5g: Perspective on the design of radio interface and network architecture. IEEE Commun. Mag. 55(2), 70–78 (2017).
Ahmed, I. et al. A blockchain-and artificial intelligence-enabled smart iot framework for sustainable city. Int. J. Intell. Syst. 37(9), 6493–6507 (2022).
Kumari, A., Gupta, R. & Tanwar, S. Amalgamation of blockchain and iot for smart citiesunderlying 6g communication: A comprehensive review. Comput. Commun. 172, 102–118 (2021).
Mazhar, T. et al. Analysis of cyber security attacks and its solutions for the smart grid using machine learning and blockchain methods. Future Internet 15(2), 83 (2023).
Bhattacharjya, A., Zhong, X., Wang, J., & Li, X. Coap—application layer connection-less lightweight protocol for the internet of things (iot) and coap-ipsec security with dtls supporting coap. In Digital twin technologies and smart cities, pp. 151–175 (2020).
Dorri, A., Kanhere, S. S., & Jurdak, R. Towards an optimized blockchain for iot. In Proceedings of the second international conference on Internet-of-Things design and implementation, pp. 173–178 (2017).
Vogus, T. J., Gallan, A., Rathert, C., El-Manstrly, D. & Strong, A. Whose experience is it anyway? Toward a constructive engagement of tensions in patient-centered health care. J. Serv. Manag. 31(5), 979–1013 (2020).
Gu, D., Li, T., Wang, X., Yang, X. & Yu, Z. Visualizing the intellectual structure and evolution ofelectronic health and telemedicine research. Int. J. Med. Inf. 130, 103947 (2019).
Haleem, A., Javaid, M., Singh, R. P. & Suman, R. Telemedicine for healthcare: Capabilities, features, barriers, and applications. Sensors Int. 2, 100117 (2021).
Gokhale, P., Bhat, O. & Bhat, S. Introduction to iot. Int. Adv. Res. J. Sci. Eng. Technol. 5(1), 41–44 (2018).
Yaqoob, I., Salah, K., Jayaraman, R. & Al-Hammadi, Y. Blockchain for healthcare data management: Opportunities, challenges, and future recommendations. Neural Comput. Appl. 1687, 1–16 (2021).
Toorajipour, R., Oghazi, P., Sohrabpour, V., Patel, P. C. & Mostaghel, R. Block by block: A blockchain-based peer-to-peer business transaction for international trade. Technol. Forecast. Soc. Change 180, 121714 (2022).
Ktari, J. et al. Iomt-based platform for e-health monitoring based on the blockchain. Electronics 11(15), 2314 (2022).
Abdellatif, A. A. et al. sshealth: Toward secure, blockchain-enabled healthcare systems. IEEE Netw. 34(4), 312–319 (2020).
Liu, Y., Ma, X., Shu, L., Hancke, G. P. & Abu-Mahfouz, A. M. From industry 4.0 to agriculture 4.0: Current status, enabling technologies, and research challenges. IEEE Trans. Ind. Inf. 17(6), 4322–4334 (2020).
Arul, R., Al-Otaibi, Y. D., Alnumay, W. S., Tariq, U., Shoaib, U., & Piran, M. J. Multi-modal secure healthcare data dissemination framework using blockchain in iomt. In Personal and Ubiquitous Computing, pp. 1–13 (2021).
Kumar, A., Liu, R. & Shan, Z. Is blockchain a silver bullet for supply chain management1454 technical challenges and research opportunities. Decis. Sci. 51(1), 8–37 (2020).
Hewa, T., Ylianttila, M. & Liyanage, M. Survey on blockchain based smart contracts: Applications, opportunities and challenges. J. Netw. Comput. Appl. 177, 102857 (2021).
Ahmad, R. W. et al. The role of blockchain technology in telehealth and telemedicine. Int. J. Med. Inf. 148, 104399 (2021).
Lu, Y. The blockchain: State-of-the-art and research challenges. J. Ind. Inf. Integr. 15, 80–90 (2019).
Alnahari, M. S. & Ariaratnam, S. T. The application of blockchain technology to smart city infrastructure. Smart Cities 5(3), 979–993 (2022).
Galvez, J. F., Mejuto, J. C. & Simal-Gandara, J. Future challenges on the use of blockchain for food traceability analysis. TrAC Trends Anal. Chem. 107, 222–232 (2018).
Alsubaei, F., Abuhussein, A., Shandilya, V. & Shiva, S. Iomt-saf: Internet of medical things security assessment framework. Internet of Things 8, 100123 (2019).
Nir, K. Can blockchain strengthen the internet of things?. IT Prof. 19(4), 68–72 (2017).
Randall, D. et al. Blockchain applications and use cases in health information technology. J. Health Med. Inf. 8(3), 8–11 (2017).
Joyia, G. J., Liaqat, R. M., Farooq, A. & Rehman, S. Internet of medical things (iomt): Applications, benefits and future challenges in healthcare domain. J. Commun. 12(4), 240–247 (2017).
Kashani, M. H., Madanipour, M., Nikravan, M., Asghari, P. & Mahdipour, E. A systematic review of iot in healthcare: Applications, techniques, and trends. J. Netw. Comput. Appl. 192, 103164 (2021).
Uddin, M. A., Stranieri, A., Gondal, I. & Balasubramanian, V. A survey on the adoption of blockchain in iot: Challenges and solutions. Blockchain Res. Appl. 2(2), 100006 (2021).
Sworna, N. S., Islam, A. M., Shatabda, S. & Islam, S. Towards development of iot-ml driven healthcare systems: A survey. J. Netw. Comput. Appl. 196, 103244 (2021).
Karthick, G. & Pankajavalli, P. A review on human healthcare internet of things: a technical perspective. SN Comput. Sci. 1(4), 198 (2020).
Qayyum, A., Qadir, J., Bilal, M. & Al-Fuqaha, A. Secure and robust machine learning for healthcare: A survey. IEEE Rev. Biomed. Eng. 14, 156–180 (2020).
Shailaja, K., Seetharamulu, B., & Jabbar, M. Machine learning in healthcare: A review. In 2018 Second international conference on electronics, communication and aerospace technology (ICECA), pp. 910–914 (IEEE, 2018).
Qadri, Y. A., Nauman, A., Zikria, Y. B., Vasilakos, A. V. & Kim, S. W. The future of healthcare internet of things: A survey of emerging technologies. IEEE Commun. Surveys Tutor. 22(2), 1121–1167 (2020).
Wang, Y., Cang, S. & Yu, H. A survey on wearable sensor modality centred human activity recognition in health care. Expert Syst. Appl. 137, 167–190 (2019).
Andoni, M. et al. Blockchain technology in the energy sector: A systematic review of challenges and opportunities. Renew. Sustain. Energy Rev. 100, 143–174 (2019).
Zaman, U. & Imran, M. Towards secure and intelligent internet of health things: A survey of enabling technologies and applications. Electronics 11(12), 1893 (2022).
Panarello, A., Tapas, N., Merlino, G., Longo, F. & Puliafito, A. Blockchain and iot integration: A systematic survey. Sensors 18(8), 2575 (2018).
Kuo, T.-T., Zavaleta Rojas, H. & Ohno-Machado, L. Comparison of blockchain platforms: A systematic review and healthcare examples. J. Am. Med. Inf. Assoc. 26(5), 462–478 (2019).
Aggarwal, S. et al. Blockchain for smart communities: Applications, challenges and opportunities. J. Netw. Comput. Appl. 144, 13–48 (2019).
Ahmadi, H. et al. The application of internet of things in healthcare: A systematic literature review and classification. Univ. Access Inf. Soc. 18, 837–869 (2019).
Faust, O., Hagiwara, Y., Hong, T. J., Lih, O. S. & Acharya, U. R. Deep learning for healthcare applications based on physiological signals: A review. Comput. Methods Prog. Biomed. 161, 1–13 (2018).
Kitchenham, B. Procedures for performing systematic reviews. Keele, UK, Keele University 33(2004), 1–26 (2004).
Dong, Z., Lee, Y. C., & Zomaya, A. Y. Proofware: Proof of useful work blockchain consensus protocol for decentralized applications. arXiv preprint arXiv:1903.09276 (2019).
Patrickson, B. What do blockchain technologies imply for digital creative industries?. Creat. Innov. Manag. 30(3), 585–595 (2021).
Wust, K., & Gervais, A. Do you need a blockchain? In 2018 crypto valley conference on blockchain technology (CVCBT), pp. 45–54 (IEEE, 2018).
Benedict, S. Serverless blockchain-enabled architecture for iot societal applications. IEEE Trans. Comput. Soc. Syst. 7(5), 1146–1158 (2020).
Wang, S. et al. Blockchain-enabled smart contracts: Architecture, applications, and future trends. IEEE Trans. Syst. Man Cybern. Syst. 49(11), 2266–2277 (2019).
De Filippi, P., & McMullen, G. Governance of blockchain systems: Governance of and by Distributed Infrastructure. PhD thesis, Blockchain Research Institute and COALA (2018).
Sabry, S. S., Kaittan, N. M. & Majeed, I. The road to the blockchain technology: Concept and types. Period. Eng. Nat. Sci. 7(4), 1821–1832 (2019).
Gao, W., Hatcher, W. G., & Yu, W. A survey of blockchain: Techniques, applications, and challenges. In 2018 27th international conference on computer communication and networks (ICCCN), pp. 1–11 (IEEE, 2018).
Yang, F. et al. Delegated proof of stake with downgrade: A secure and efficient blockchain consensus algorithm with downgrade mechanism. IEEE Access 7, 118541–118555 (2019).
Khan, M. A., Algarni, F., & Quasim, M. T. Decentralised internet of things. Decentralised Internet of Things: A Blockchain Perspective, pp. 3–20 (2020).
Bhushan, B., Sahoo, C., Sinha, P. & Khamparia, A. Unification of blockchain and internet of things (biot): Requirements, working model, challenges and future directions. Wirel. Netw. 1266(27), 55–90 (2021).
Dai, H.-N., Zheng, Z. & Zhang, Y. Blockchain for internet of things: A survey. IEEE Internet Things J. 6(5), 8076–8094 (2019).
Epiphaniou, G. et al. Electronic regulation of data sharing and processing using smart ledger technologies for supply-chain security. IEEE Trans. Eng. Manag. 67(4), 1059–1073 (2020).
Dai, M., Zhang, S., Wang, H. & Jin, S. A low storage room requirement framework for distributed ledger in blockchain. IEEE Access 6, 22970–22975 (2018).
Mingxiao, D., Xiaofeng, M., Zhe, Z., Xiangwei, W., Qijun, C. A review on consensus algorithm of blockchain. In 2017 IEEE international conference on systems, man, and cybernetics (SMC), pp. 2567–2572. IEEE (2017).
Minoli, D. & Occhiogrosso, B. Blockchain mechanisms for iot security. Internet of Things 1, 1–13 (2018).
Patil, P., Sangeetha, M. & Bhaskar, V. Blockchain for iot access control, security and privacy: A review. Wirel. Pers. Commun. 117, 1815–1834 (2021).
Yaga, D., Mell, P., Roby, N., & Scarfone, K. Blockchain technology overview. arXiv preprint arXiv:1906.11078 (2019).
Ismail, L., & Materwala, H. Blockhr: A blockchain-based framework for health records management. In Proceedings of the 12th International Conference on Computer Modeling and Simulation, pp. 164–168 (2020).
Marwan, M., Temghart, A. A., Sifou, F. & AlShahwan, F. A decentralized blockchain-based architecture for a secure cloud-enabled iot. J. Mobile Multimedia 1, 389–412 (2020).
Snider, M., Samani, K. & Jain, T. Delegated proof of stake: Features and tradeoffs. Multicoin. Cap. 19, 1–19 (2018).
Wang, S. et al. Blockchain1672 powered parallel healthcare systems based on the acp approach. IEEE Trans. Comput. Soc. Syst. 5(4), 942–950 (2018).
Dubovitskaya, A., Xu, Z., Ryu, S., Schumacher, M., & Wang, F. Secure and trustable electronic medical records sharing using blockchain. In AMIA annual symposium proceedings, vol. 2017, pp. 650 (American Medical Informatics Association, 2017).
Li, Y. et al. Privacy-aware real estate recommendation in cloud for elderly care based on historical consumption behaviors. IEEE Access 1475(9), 41558–41565 (2021).
Huang, D., Ma, X. & Zhang, S. Performance analysis of the raft consensus algorithm for private blockchains. IEEE Trans. Syst. Man Cybern. Syst. 50(1), 172–181 (2019).
Lashkari, B. & Musilek, P. A comprehensive review of blockchain consensus mechanisms. IEEE Access 9, 43620–43652 (2021).
Al-Garadi, M. A. et al. A survey of machine and deep learning methods for internet of things (iot) security. IEEE Commun. Surveys Tutor. 22(3), 1646–1685 (2020).
Karunarathne, S. M., Saxena, N. & Khan, M. K. Security and privacy in iot smart healthcare. IEEE Internet Comput. 25(4), 37–48 (2021).
Shamila, M., Vinuthna, K., & Tyagi, A. K. A review on several critical issues and challenges in iot based e-healthcare system. In 2019 International Conference on Intelligent Computing and Control Systems (ICCS), pp. 1036–1043 (IEEE, 2019).
Varshney, T., Sharma, N., Kaushik, I., & Bhushan, B. Architectural model of security threats and their counter measures in iot. In 2019 international conference on computing, communication, and intelligent systems (ICCCIS), pp. 424–429 (IEEE, 2019).
Tewari, A. & Gupta, B. B. Security, privacy and trust of different layers in internet-of-things (iots) framework. Future Gen. Comput. Syst. 108, 909–920 (2020).
Hayyolalam, V. & Aloqaily, M. Edge intelligence for empowering iot-based healthcare systems. IEEE Wirel. Commun. 28(3), 6–14 (2021).
Farooq, M. S., Riaz, S., Abid, A., Abid, K. & Naeem, M. A. A survey on the role of iot in agriculture for the implementation of smart farming. IEEE Access 7, 156237–156271 (2019).
Elmustafa, S. A. A. & Mujtaba, E. Y. Internet of things in smart environment: Concept, applications, challenges, and future directions. World Sci. News 134(1), 1–51 (2019).
Darwish, A., Hassanien, A. E., Elhoseny, M., Sangaiah, A. K. & Muhammad, K. The impact of the hybrid platform of internet of things and cloud computing on healthcare systems: Opportunities, challenges, and open problems. J. Ambient Intell. Hum. Comput. 10(4151–1302), 4166 (2019).
Wan, J. & Al-awlaqi, A. A. H. Wearableiot enabled real-time health monitoring system. EURASIP J. Wirel. Commun. Netw. 2018(1), 1–10 (2018).
Magsi, H. et al. A novel 1490 adaptive battery-aware algorithm for data transmission in iot-based healthcare applications. Electronics 10(4), 367 (2021).
Ghubaish, A. et al. Recent advances in the internet-of-medical-things (iomt) systems security. IEEE Internet Things J. 8(11), 8707–8718 (2020).
Javaid, M., Haleem, A., Singh, R. P., & Suman, R. Towards insighting cybersecurity for healthcare domains: A comprehensive review of recent practices and trends. Cyber Secur. Appl. 100016 (2023).
Vishwakarma, R. & Jain, A. K. A survey of ddos attacking techniques and defence mechanisms in the iot network. Telecommun. Syst. 73(1), 3–25 (2020).
Kelly, C., Pitropakis, N., McKeown, S., & Lambrinoudakis, C. Testing and hardening iot devices against the mirai botnet. In 2020 International conference on cyber security and protection of digital services (cyber security), pp. 1–8 (IEEE, 2020).
Salem, O. et al. Man-in-the middle attack mitigation in internet of medical things. IEEE Trans. Ind. Inf. 18(3), 2053–2062 (2021).
Balasamy, K., Krishnaraj, N., Ramprasath, J., & Ramprakash, P. A secure framework for protecting clinical data in medical iot environment. In Smart healthcare system design: security and privacy aspects, pp. 203–234 (2022).
Sicari, S., Rizzardi, A., Miorandi, D. & Coen-Porisini, A. Reato: Reacting to denial of service attacks in the internet of things. Comput. Netw. 137, 37–48 (2018).
Fichtner, J. R. & Strader, T. J. Will products liability litigation help protect iot users from cyber physical attacks?. J. Int. Technol. Inf. Manag. 31(1), 79–96 (2022).
Goyal, S., Sharma, N., Bhushan, B., Shankar, A., & Sagayam, M. Iot enabled technology in secured healthcare: Applications, challenges and future directions. In Cognitive Internet of Medical Things for Smart Healthcare: Services and Applications, pp. 25–48 (2021).
Banka, S., Madan, I. & Saranya, S. Smart healthcare monitoring using iot. Int. J. Appl. Eng. Res. 13(15), 11984–11989 (2018).
Taiwo, O. & Ezugwu, A. E. Smart healthcare support for remote patient monitoring during covid-19 quarantine. Inf. Med. Unlock. 20, 100428 (2020).
Bianchi, V. et al. Iot wearable sensor and deep learning: An integrated approach for personalized human activity recognition in a smart home environment. IEEE Internet Things J. 6(5), 8553–8562 (2019).
Dinh-Le, C., Chuang, R., Chokshi, S. & Mann, D. Wearable health technology and electronic health record integration: Scoping review and future directions. JMIR mHealth uHealth 7(9), e12861 (2019).
Saleem, K., Bajwa, I. S., Sarwar, N., Anwar, W. & Ashraf, A. Iot healthcare: design of smart and cost-effective sleep quality monitoring system. J. Sens. 2020, 1–17 (2020).
Lam, M. C. et al. Mobile-based hospital bed management with near field communication technology: A case study. Eng. Technol. Appl. Sci. Res. 10(3), 5706–5712 (2020).
Kulkarni, R. & Kulkarni, S. Hospital asset management using iot and rfid. Int. J. Res. Eng. Sci. 9(8), 1–6 (2021).
Sabah, S., Moussa, M., & Shamayleh, A. Predictive maintenance application in healthcare. In 2022 Annual Reliability and Maintainability Symposium (RAMS), pp. 1–9 (IEEE, 2022).
Brauner, P. et al. A computer science perspective on digital transformation in production. ACM Trans. Internet Things 3(2), 1–32 (2022).
Poongodi, T., Rathee, A., Indrakumari, R., & Suresh, P. Iot sensing capabilities: Sensor deployment and node discovery, wearable sensors, wireless body area network (wban), data acquisition. Principles of internet of things (IoT) ecosystem: Insight paradigm, pp. 127–151 (2020).
Ahmed, I., Balestrieri, E. & Lamonaca, F. Iomt-based biomedical measurement systems for healthcare monitoring: A review. Acta IMEKO 10(2), 174–184 (2021).
Razdan, S. & Sharma, S. Internet of medical things (iomt): Overview, emerging technologies, and case studies. IETE Tech. Rev. 39(4), 775–788 (2022).
Al-Turjman, F., Nawaz, M. H. & Ulusar, U. D. Intelligence in the internet of medical things era: A systematic review of current and future trends. Comput. Commun. 150, 644–660 (2020).
Ahmed, S., Srinivasu, P. N., Alhumam, A. & Alarfaj, M. Aal and internet of medical things for monitoring type-2 diabetic patients. Diagnostics 12(11), 2739 (2022).
Ashfaq, Z. et al. A review of enabling technologies for internet of medical things (iomt) ecosystem. Ain Shams Eng. J. 13(4), 101660 (2022).
Atlam, H. F., Alenezi, A., Alassafi, M. O. & Wills, G. Blockchain with internet of things: Benefits, challenges, and future directions. Int. J. Intell. Syst. Appl. 10(6), 40–48 (2018).
Khan, M. A. et al. Robust, resilient and reliable architecture for v2x communications. IEEE Trans. Intell. Transp. Syst. 22(7), 4414–4430 (2021).
Dedeoglu, V., Jurdak, R., Dorri, A., Lunardi, R., Michelin, R., Zorzo, A., & Kanhere, S. Blockchain technologies for iot. In Advanced applications of blockchain technology, pp. 55–89 (2020).
Kaynak, B., Kaynak, S. & Uygun, O¨.,. Cloud manufacturing architecture based on public blockchain technology. IEEE Access 8, 2163–2177 (2019).
Cai, C. W. Triple-entry accounting with blockchain: How far have we come?. Account. Financ. 61(1), 71–93 (2021).
de Oliveira, M. T., Reis, L. H., Carrano, R. C., Seixas, F. L., Saade, D. C., Albuquerque, C. V., Fernandes, N. C., Olabarriaga, S. D., Medeiros, D. S., & Mattos, D. M. Towards a blockchain-based secure electronic medical record for healthcare applications. In ICC 2019–2019 IEEE International Conference on Communications (ICC), pp. 1–6 (IEEE, 2019).
Miraz, M. H., & Donald, D. C. Application of blockchain in booking and registration systems of securities exchanges. In 2018 International Conference on Computing, Electronics & Communications Engineering (iCCECE), pp. 35–40 (IEEE, 2018).
Kumar, R. & Tripathi, R. Dbtp2sf: a deep blockchain-based trustworthy privacy-preserving secured framework in industrial internet of things systems. Trans. Emerg. Telecommun. Technol. 32(4), e4222 (2021).
Guo, L. & Lan, C. A new signature based on blockchain. In 2020 International Conference on Intelligent Computing, Automation and Systems (ICICAS), pp. 349–353 (IEEE, 2020).
Rahman, M. S., Islam, M. A., Uddin, M. A. & Stea, G. A survey of blockchain-based iot ehealthcare: Applications, research issues, and challenges. Internet Things 19, 100551 (2022).
Abou-Nassar, E. M. et al. Ditrust chain: Towards blockchain-based trust models for sustainable healthcare iot systems. IEEE Access 8, 111223–111238 (2020).
Nawari, N. O. & Ravindran, S. Blockchain and the built environment: Potentials and limitations. J. Build. Eng. 25, 100832 (2019).
Gordon, W. J. & Catalini, C. Blockchain technology for healthcare: facilitating the transition to patient-driven interoperability. Comput. Struct. Biotechnol. J. 16, 224–230 (2018).
Al Omar, A., Bhuiyan, M. Z. A., Basu, A., Kiyomoto, S. & Rahman, M. S. Privacy-friendly platform for healthcare data in cloud based on blockchain environment. Future Gen. Comput. Syst. 95, 511–521 (2019).
Yaqoob, S., Khan, M. M., Talib, R., Butt, A. D., Saleem, S., Arif, F., & Nadeem, A. Use of blockchain in healthcare: A systematic literature review. Int. J. Adv. Comput. Sci. Appl. 10(5) (2019).
Khatoon, A. A blockchain-based smart contract system for healthcare management. Electronics 9(1), 94 (2020).
Zaabar, B., Cheikhrouhou, O., Jamil, F., Ammi, M. & Abid, M. Healthblock: A secure blockchain-based healthcare data management system. Comput. Netw. 200, 108500 (2021).
Yogeshwar, A., & Kamalakkannan, S. Healthcare domain in iot with blockchain based security-a researcher’s perspectives. In 2021 5th International Conference on Intelligent Computing and Control Systems (ICICCS), pp. 1–9 (IEEE, 2021).
Kim, T.-H. et al. A privacy preserving distributed ledger framework for global human resource record management: The blockchain aspect. IEEE Access 8, 96455–96467 (2020).
Paganelli, A. I. et al. A conceptual iot-based early-warning architecture for remote monitoring of covid-19 patients in wards and at home. Internet of Things 18, 100399 (2022).
Alam, T. mhealth communication framework using blockchain and iot technologies. Int. J. Sci. Technol. Res. 9(6), 1 (2020).
Biswas, S. et al. Interoperability and synchronization management of blockchain-based decentralized e-health systems. IEEE Trans. Eng. Manag. 67(4), 1363–1376 (2020).
Mukhtar, H., Rubaiee, S., Krichen, M. & Alroobaea, R. An iot framework for screening of covid-19 using real-time data from wearable sensors. Int. J. Environ. Res. Public Health 18(8), 4022 (2021).
Prodanoff, Z., White-Williams, C. & Chi, H. Regulations and standards aware framework for recording of mhealth app vulnerabilities. Int. J. E-Health Med. Commun. 12(3), 1–16 (2021).
Clim, A., Zota, R. D. & Constantinescu, R. Data exchanges based on blockchain in m-health applications. Proc. Comput. Sci. 160, 281–288 (2019).
Krichen, M., Ammi, M., Mihoub, A. & Almutiq, M. Blockchain for modern applications: A survey. Sensors 22(14), 5274 (2022).
Seol, K., Kim, Y.-G., Lee, E., Seo, Y.-D. & Baik, D.-K. Privacy-preserving attribute-based access control model for xml-based electronic health record system. IEEE Access 6, 9114–9128 (2018).
Shuaib, M., Alam, S., Alam, M. S., & Nasir, M. S. Compliance with hipaa and gdpr in blockchain-based electronic health record. Mater. Today Proc. (2021).
Velmovitsky, P. E. et al. A blockchain-based consent platform for active assisted living: Modeling study and conceptual framework. J. Med. Internet Res. 22(12), e20832 (2020).
Alzahrani, A. G. M., Alenezi, A., Mershed, A., Atlam, H., Mousa, F., and Wills, G. A framework for data sharing between healthcare providers using blockchain (2020).
Dimitrov, D. V. Blockchain applications for healthcare data management. Healthc. Inf. Res. 25(1), 51–56 (2019).
Hossain, M., Islam, S. R., Ali, F., Kwak, K.-S. & Hasan, R. An internet of things-based health prescription assistant and its security system design. Future Gen. Comput. Syst. 82, 422–439 (2018).
Mendu, M., Krishna, B., Mohmmad, S., Sharvani, Y., & Reddy, C. V. K. Secure deployment of decentralized cloud in blockchain environment using inter-planetary file system. In IOP Conference Series: Materials Science and Engineering, vol. 981, pp. 022037 (IOP Publishing, 2020).
da Fonseca Ribeiro, M. I. & Vasconcelos, A. Medblock: Using blockchain in health healthcare application based on blockchain and smart contracts. In ICEIS 1, 156–164 (2020).
Alkhateeb, A., Catal, C., Kar, G. & Mishra, A. Hybrid blockchain platforms for the internet of things (iot): A systematic literature review. Sensors 22(4), 1304 (2022).
Khan, N. et al. Proposed model for secured data storage in decentralized cloud by blockchain ethereum. Electronics 11(22), 3686 (2022).
Steichen, M., Fiz, B., Norvill, R., Shbair, W., & State, R. Blockchain-based, decentralized access control for ipfs. In 2018 Ieee international conference on internet of things (iThings) and ieee green computing and communications (GreenCom) and ieee cyber, physical and social computing (CPSCom) and ieee smart data (SmartData), pp. 1499–1506 (IEEE, 2018).
Krishnan, S. S. R., Manoj, M., Gadekallu, T. R., Kumar, N., Maddikunta, P. K. R., Bhattacharya, S., Suh, D. Y., & Piran, M. J. A blockchain-based credibility scoring framework for electronic medical records. In 2020 IEEE Globecom Workshops (GC Wkshps), pp. 1–6 (IEEE, 2020).
Sharma, V., Gupta, A., Hasan, N. U., Shabaz, M., Ofori, I. Blockchain in secure healthcare systems: state of the art, limitations, and future directions. Secur. Commun. Netw. (2022).
Pendergrass, S. A. & Crawford, D. C. Using electronic health records to generate phenotypes for research. Curr. Protocols Hum. Genet. 100(1), e80 (2019).
Jennath, H., Anoop, V., & Asharaf, S. Blockchain for healthcare: securing patient data and enabling trusted artificial intelligence (2020).
Megha, S. et al. Survey on Blockchain applications for healthcare: Reflections and challenges. In: Barolli, L., Woungang, I., Enokido, T. (eds) Advanced Information Networking and Applications. AINA 2021. Lecture Notes in Networks and Systems, vol 227. https://doi.org/10.1007/978-3-030-75078-7_32 (Springer, Cham, 2021).
Jones, S. S. et al. Health information technology: An updated systematic review with a focus on meaningful use. https://doi.org/10.7326/M13-1531 (2014).
Jerbi, W., Cheikhrouhou, O., Hamam, H., Trabelsi, H., & Guermazi, A. A blockchain-based storage intelligent. In 2022 International Wireless Communications and Mobile Computing (IWCMC), pp. 635–640 (IEEE, 2022).
Chaabane, F., Ktari, J., Frikha, T. & Hamam, H. Low power blockchained e-vote platform for university environment. Future Internet 14(9), 269 (2022).
WHO. WHO. Constitution of the world health organization (1946). https://apps.who.int/gb/bd/PDF/bd47/EN/constitution-en.pdf. Accessed 22 May 2024 (2024).
Haber, S. & Scott Stornetta, W. How to time-stamp a digital document. J. Cryptol. 3(2), 99–111. https://doi.org/10.1007/bf00196791 (1991).
Angraal, S., Krumholz, H. M. & Schulz, W. L. Blockchain technology: Applications in health care. Circ. Cardiovasc. Qual. Outcomes 10(9), 3800 (2017).
Liang, X., Shetty, S., & Tosh, D. Exploring the attack surfaces in blockchain enabled smart cities. In 2018 IEEE international smart cities conference (ISC2), pp. 1–8 (IEEE, 2018).
Roehrs, A., Da Costa, C. A. & da Rosa Righi, R. Omniphr: A distributed architecture model to integrate personal health records. J. Biomed. Inf. 71, 70–81 (2017).
Ferrag, M. A. et al. Blockchain technologies for the internet of things: Research issues and challenges. IEEE Internet Things J. 6(2), 2188–2204 (2018).
Wu, J. & Tran, N. K. Application of blockchain technology in sustainable energy systems: An overview. Sustainability 10(9), 3067 (2018).
Panuparb, P. Cost-benefit analysis of a blockchain-based supply chain finance solution. PhD thesis, Massachusetts Institute of Technology (2019).
Benson, T., & Grieve, G. Principles of health interoperability, vol. 1258, pp. 21–40 (Springer International, Cham, 2021).
Coventry, L. & Branley, D. Cybersecurity in healthcare: A narrative review of trends, threats and ways forward. Maturitas 113, 48–52 (2018).
Mazhar, T. et al. The role of ml, ai and 5g technology in smart energy and smart building management. Electronics 11(23), 3960 (2022).
Tran, A. B., Lu, Q., & Weber, I. Lorikeet: A model-driven engineering tool for blockchain-based business process execution and asset management. In BPM (Dissertation/Demos/Industry), pp. 56–60 (2018).
Alam, M. T., Chowdhury, S., Halder, R., & Maiti, A. Blockchain domain-specific languages: survey, classification, and comparison. In 2021 IEEE International Conference on Blockchain (Blockchain), pp. 499–504 (IEEE, 2021).
Shafiq, M., Gu, Z., Cheikhrouhou, O., Alhakami, W. & Hamam, H. The rise of “internet of things”: Review and open research issues related to detection and prevention of iot-based security attacks. Wirel. Commun. Mob. Comput. 2022, 1–12 (2022).
Litchfield, A. & Khan, A. A review of issues in healthcare information management systems and blockchain solutions (2019).
Khan, A. A. et al. Healthcare ledger management: A blockchain and machine learning-enabled novel and secure architecture for medical industry. Hum. Cent. Comput. Inf. Sci 12, 55 (2022).
Theodouli, A., Arakliotis, S., Moschou, K., Votis, K., & Tzovaras, D. On the design of a blockchain-based system to facilitate healthcare data sharing. In 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/12th IEEE International Conference On Big Data Science And Engineering (TrustCom/BigDataSE), pp. 1374–1379 (IEEE, 2018).
Ali, F. et al. A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion. Inf. Fusion 63, 208–222 (2020).
Kumar, T., Ramani, V., Ahmad, I., Braeken, A., Harjula, E., & Ylianttila, M. Blockchain utilization in healthcare: Key requirements and challenges. In 2018 IEEE 20th International conference on e-health networking, applications and services (Healthcom), pp. 1–7 (IEEE, 2018).
Pflanzner, T., Bodnar, P. L., & Kertesz, A. Performance analysis of blockchain networks through smart contracts. In 2022 IEEE 8th World Forum on Internet of Things (WF-IoT), pp. 1–6 (IEEE, 2022).
Nguyen, T. S. L., Jourjon, G., Potop-Butucaru, M., & Thai, K. L. Impact of network delays on hyperledger fabric. In IEEE INFOCOM 2019-IEEE conference on computer communications workshops (INFOCOM WKSHPS), pp. 222–227 (IEEE, 2019).
Wang, C., & Chu, X. Performance characterization and bottleneck analysis of hyperledger fabric. In 2020 IEEE 40th International Conference on Distributed Computing Systems (ICDCS), pp. 1281–1286 (IEEE, 2020).
Yasaweera singhelage, R., Staples, M., & Weber, I. Predicting latency of blockchain-based systems using architectural modelling and simulation. In 2017 IEEE International Conference on Software Architecture (ICSA), pp. 253–256 (IEEE, 2017).
Fan, C., Ghaemi, S., Khazaei, H. & Musilek, P. Performance evaluation of blockchain systems: A systematic survey. IEEE Access 8, 126927–126950 (2020).
Han, R., Gramoli, V., & Xu, X. Evaluating blockchains for iot. In 2018 9Th IFIP international conference on new technologies, mobility and security (NTMS), pp. 1–5 (IEEE, 2018).
Pongnumkul, S., Siripanpornchana, C., and Thajchayapong, S. (2017). Performance analysis of private blockchain platforms in varying workloads. In 2017 26th international conference on computer communication and networks (ICCCN), pp. 1–6. IEEE.
Pandey, S., Ojha, G., Shrestha, B., & Kumar, R. Blocksim: A practical simulation tool for optimal network design, stability and planning. In 2019 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), pp. 133–137 (IEEE, 2019).
Alharby, M. & van Moorsel, A. Blocksim: An extensible simulation tool for blockchain systems. Front. Blockchain 3, 28 (2020).
Zander, M., Waite, T. & Harz, D. Dagsim: Simulation of dag-based distributed ledger protocols. ACM SIGMETRICS Perform. Eval. Rev. 46(3), 118–121 (2019).
Rochman, S., Istiyanto, J. E., Dharmawan, A., Handika, V. & Purnama, S. R. Optimization of tips selection on the iota tangle for securing blockchain-based iot transactions. Proc. Comput. Sci. 216, 230–236 (2023).
Council, B. A beginner’s guide to understanding the layers of blockchain technology. Acedido em: https://www.blockchaincouncil.org/blockchain/layers-of-blockchain-technology. Data de acesso, 2 (2022).
Ekblaw, A., Azaria, A., Halamka, J. D., & Lippman, A. A case study for blockchain in healthcare: “medrec” prototype for electronic health records and medical research data. In Proceedings of IEEE open & big data conference, vol. 13, pp. 13 (2016).
Benchoufi, M., Porcher, R., & Ravaud, P. Blockchain protocols in clinical trials: Transparency and traceability of consent. F1000Research, 6 (2017).
Siyal, A. A., Junejo, A. Z., Zawish, M., Ahmed, K., Khalil, A., & Soursou, G. Applications of blockchain technology in medicine and healthcare: Challenges and future perspectives. Cryptography 1621(1) (2019).
Taherdoost, H. Neuroscience and blockchain. Arch. Neurol. Neurosci. 12(4), 1 (2022).
Plotnikov, V., & Kuznetsova, V. The prospects for the use of digital technology “blockchain” in the pharmaceutical market. In MATEC web of conferences, vol. 193, pp. 02029 (EDP Sciences, 2018).
Arbabi, M. S. et al. A survey on blockchain for healthcare: Challenges, benefits, and future directions. IEEE Commun. Surveys Tutor. 25(1), 386–424. https://doi.org/10.1109/COMST.2022.3224644 (2023).