Blockchain-Powered Parallel Healthcare Systems Based on the ACP Approach
Abstract
To improve the accuracy of diagnosis and the effectiveness of treatment, a framework of parallel healthcare systems (PHSs) based on the artificial systems + computational experiments + parallel execution (ACP) approach is proposed in this paper. PHS uses artificial healthcare systems to model and represent patients’ conditions, diagnosis, and treatment process, then applies computational experiments to analyze and evaluate various therapeutic regimens, and implements parallel execution for decision-making support and real-time optimization in both actual and artificial healthcare processes. In addition, we combine the emerging blockchain technology with PHS, via constructing a consortium blockchain linking patients, hospitals, health bureaus, and healthcare communities for comprehensive healthcare data sharing, medical records review, and care auditability. Finally, a prototype named parallel gout diagnosis and treatment system is built and deployed to verify and demonstrate the effectiveness and efficiency of the blockchain-powered PHS framework.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Allowing cloud providers to control encryption keys could increase risks of data leakage because cloud administrators can access and decrypt data.
“Allowing cloud providers to control the keys could potentially increase the risks of data leakage because cloud administrators have the chance to ''touch'' the keys and further to decrypt data.”
From A review of secure and privacy-preserving medical data sharing (2019) · cites this paper as [22]
Cites
Blockchains and smart contracts for the internet of things
Christidis, K., & Devetsikiotis, M. (2016) · IEEE Access · doi:10.1109/access.2016.2566339 · Cited by 4,552 · see citing works
An Overview of Blockchain Technology: Architecture, Consensus, and Future Trends
Zheng, Z., Xie, S., Dai, H., Chen, X., & Wang, H. (2017) · 2017 IEEE International Congress on Big Data (BigData Congress) · doi:10.1109/bigdatacongress.2017.85 · Cited by 4,515 · see citing works
MedRec: Using Blockchain for Medical Data Access and Permission Management
Azaria, A., Ekblaw, A., Vieira, T., & Lippman, A. (2016) · 2016 2nd International Conference on Open and Big Data (OBD) · doi:10.1109/obd.2016.11 · Cited by 2,526 · see citing works
(2017) · Cited by 1,724 · see citing works
MeDShare: Trust-Less Medical Data Sharing Among Cloud Service Providers via Blockchain
Xia, Q., Sifah, E. B., Asamoah, K. O., Gao, J., Du, X., & Guizani, M. (2017) · IEEE Access · doi:10.1109/access.2017.2730843 · Cited by 1,148 · see citing works
Towards blockchain-based intelligent transportation systems
Yuan, Y., & Wang, F.-Y. (2016) · 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC) · doi:10.1109/itsc.2016.7795984 · Cited by 671 · see citing works
Self-citationIntroduction to “This is Watson”
Ferrucci, D. A. (2012) · IBM Journal of Research and Development · doi:10.1147/jrd.2012.2184356 · Cited by 488 · see citing works
Kuo, T.-T., & Lucila Ohno-machado, A. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1802.01746 · Cited by 201 · see citing works
Automatic knowledge extraction from documents
Fan, J., Kalyanpur, A. A., Gondek, D. C., & Ferrucci, D. A. (2012) · IBM Journal of Research and Development · doi:10.1147/jrd.2012.2186519 · Cited by 130 · see citing works
ACP-based social computing and parallel intelligence: Societies 5.0 and beyond
Wang, X., Li, L., Yuan, Y., Ye, P., & Wang, F. (2016) · CAAI Transactions on Intelligence Technology · doi:10.1016/j.trit.2016.11.005 · Cited by 77 · see citing works
Self-citationSocieties 5.0: A New Paradigm for Computational Social Systems Research
Wang, F., Yuan, Y., Wang, X., & Qin, R. (2018) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2018.2797598 · Cited by 74 · see citing works
Self-citationParallel Control: A Method for Data-Driven and Computational Control
Wang, F. (2014) · Acta Automatica Sinica · doi:10.3724/sp.j.1004.2013.00293 · Cited by 56 · see citing works
Self-citationIntelligent systems and technology for integrative and predictive medicine
Wang, F., & Wong, P. K. (2013) · ACM Transactions on Intelligent Systems and Technology · doi:10.1145/2438653.2438667 · Cited by 51 · see citing works
Self-citationA General Cognitive Architecture for Agent-Based Modeling in Artificial Societies
Ye, P., Wang, S., & Wang, F. (2017) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2017.2777602 · Cited by 51 · see citing works
Self-citationParallel Crime Scene Analysis Based on ACP Approach
Wang, S., Wang, X., Ye, P., Yuan, Y., Liu, S., & Wang, F. (2018) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2017.2782008 · Cited by 45 · see citing works
Self-citationParallel Control: A Method for Data-Driven and Computational Control
Fei-yue, W. (2013) · Cited by 37 · see citing works
Economic Issues in Bitcoin Mining and Blockchain Research
Qin, R., Yuan, Y., Wang, S., & Wang, F.-Y. (2018) · 2018 IEEE Intelligent Vehicles Symposium (IV) · doi:10.1109/ivs.2018.8500377 · Cited by 31 · see citing works
Self-citationSoftware-defined systems and knowledge automation: a parallel paradigm shift from newton to merton
Wang, & Fei-Yue (2015) · doi:10.16383/j.aas.2015.c000001 · Cited by 31 · see citing works
Computational Social Systems in a New Period: A Fast Transition Into the Third Axial Age
Wang, F. (2017) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2017.2738238 · Cited by 27 · see citing works
Self-citationSoftware-defined Systems and Knowledge Automation: a Parallel Paradigm Shift from Newton to Merton
Fei-yue, W. (2015) · Cited by 23 · see citing works
Statistical Metamodeling for Revealing Synergistic Antimicrobial Interactions
Chen, C. H., Gau, V., Zhang, D. D., Liao, J. C., Wang, F., & Wong, P. K. (2010) · PLoS ONE · doi:10.1371/journal.pone.0015472 · Cited by 22 · see citing works
Self-citationComputational Dissemination: Toward Precision and Smart Impacts for Computational Social Systems
Wang, F. (2017) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2017.2771078 · Cited by 20 · see citing works
Self-citationDetermination of polynomial degree in the regression of drug combinations
Wang, B., Ding, X., & Wang, F. (2017) · IEEE/CAA Journal of Automatica Sinica · doi:10.1109/jas.2017.7510319 · Cited by 11 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Blockchain for healthcare data management: opportunities, challenges, and future recommendations
Yaqoob, I., Salah, K., Jayaraman, R., & Al-Hammadi, Y. (2021) · Neural Computing and Applications · doi:10.1007/s00521-020-05519-w · Cited by 687 · see citing works
A Survey on Blockchain for Information Systems Management and Security
Berdik, D., Otoum, S., Schmidt, N., Porter, D., & Jararweh, Y. (2020) · Information Processing & Management · doi:10.1016/j.ipm.2020.102397 · Cited by 605 · see citing works
Blockchain Technology in Healthcare: A Comprehensive Review and Directions for Future Research
Khezr, S., Moniruzzaman, M., Yassine, A., & Benlamri, R. (2019) · Applied Sciences · doi:10.3390/app9091736 · Cited by 575 · see citing works
Applications of blockchain technology in medicine and healthcare: challenges and future perspectives
Siyal, A. A., Junejo, A. Z., Zawish, M., Ahmed, K., Khalil, A., & Soursou, G. (2019) · Cryptography · doi:10.3390/cryptography3010003 · Cited by 531 · see citing works
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 · see citing works
Tandon, A., Dhir, A., Islam, A. K. M. N., & Mäntymäki, M. (2020) · Computers in Industry · doi:10.1016/j.compind.2020.103290 · Cited by 439 · see citing works
Recent Advancements in Emerging Technologies for Healthcare Management Systems: A Survey
Junaid, S. B., Imam, A. A., Balogun, A. O., Silva, L. C. D., Surakat, Y. A., Kumar, G., Abdulkarim, M., Shuaibu, A. N., Garba, A., Sahalu, Y., et al. (2022) · Healthcare · doi:10.3390/healthcare10101940 · Cited by 398 · see citing works
Bhushan, B., Khamparia, A., Sagayam, K. M., Sharma, S. K., Ahad, M. A., & Debnath, N. C. (2020) · Sustainable Cities and Society · doi:10.1016/j.scs.2020.102360 · Cited by 353 · see citing works
Zia, M. F., Benbouzid, M., Elbouchikhi, E., Muyeen, S. M., Techato, K., & Guerrero, J. M. (2020) · IEEE Access · doi:10.1109/access.2020.2968402 · Cited by 355 · see citing works
A review of secure and privacy-preserving medical data sharing
Jin, H., Luo, Y., Li, P., & Mathew, J. (2019) · IEEE Access · doi:10.1109/access.2019.2916503 · Cited by 293 · see citing works
Blockchain Technology: Security Issues, Healthcare Applications, Challenges and Future Trends
Wenhua, Z., Qamar, F., Abdali, T.-A. N., Hassan, R. B., Jafri, S. T. A., & Nguyễn, Q. N. (2023) · Electronics · doi:10.3390/electronics12030546 · Cited by 309 · see citing works
Blockchain and Artificial Intelligence Technology in E-Health
Tagde, P., Tagde, S., Bhattacharya, T., Tagde, P., Chopra, H., Akter, R., Kaushik, D., & Rahman, M. H. (2021) · Environmental Science and Pollution Research · doi:10.1007/s11356-021-16223-0 · Cited by 281 · see citing works
A Systematic Review of Blockchain in Healthcare: Frameworks, Prototypes, and Implementations
Chukwu, E., & Garg, L. (2020) · IEEE Access · doi:10.1109/access.2020.2969881 · Cited by 291 · see citing works
Sanka, A. I., Irfan, M., Huang, I., & Cheung, R. C. C. (2021) · Computer Communications · doi:10.1016/j.comcom.2020.12.028 · Cited by 265 · see citing works
Hussien, H. M., Yasin, S. M., Udzir, S. N. I., Zaidan, A. A., & Zaidan, B. B. (2019) · Journal of Medical Systems · doi:10.1007/s10916-019-1445-8 · Cited by 256 · see citing works
Cerchione, R., Centobelli, P., Riccio, E., Abbate, S., & Oropallo, E. (2022) · Technovation · doi:10.1016/j.technovation.2022.102480 · Cited by 255 · see citing works
Blockchain technology in the healthcare industry: Trends and opportunities
Hussien, H. M., Yasin, S. M., Udzir, N. I., Ninggal, M. I. H., & Salman, S. (2021) · Journal of Industrial Information Integration · doi:10.1016/j.jii.2021.100217 · Cited by 237 · see citing works
Ferrag, M. A., & Shu, L. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3078072 · Cited by 228 · see citing works
Dhieb, N., Ghazzai, H., Besbes, H., & Massoud, Y. (2020) · IEEE Access · doi:10.1109/access.2020.2983300 · Cited by 206 · see citing works
Blockchain based solutions to secure IoT: Background, integration trends and a way forward
Saxena, S., Bhushan, B., & Ahad, M. A. (2021) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2021.103050 · Cited by 204 · see citing works
Soltanisehat, L., Alizadeh, R., Hao, H., & Choo, K. R. (2020) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2020.3013507 · Cited by 202 · see citing works
Sharma, P., Namasudra, S., Crespo, R. A. G., Parra-Fuente, J., & Trivedi, M. C. (2023) · Information Sciences · doi:10.1016/j.ins.2023.01.148 · Cited by 198 · see citing works
MEdge-Chain: Leveraging Edge Computing and Blockchain for Efficient Medical Data Exchange
Abdellatif, A. A., Samara, L., Mohamed, A. M. S., Erbad, A., Chiasserini, C. F., Guizani, M., O’Connor, M. D., & Laughton, J. (2021) · IEEE Internet of Things Journal · doi:10.1109/jiot.2021.3052910 · Cited by 194 · see citing works
Mahajan, H. B., Kwekha-Rashid, A. S., Junnarkar, A. A., Uke, N., Deshpande, S. D., Futane, P. R., Alkhayyat, A. H., & Alhayani, B. (2022) · Applied Nanoscience · doi:10.1007/s13204-021-02164-0 · Cited by 198 · see citing works
RetractedBlockchain Application in Healthcare Systems: A Review
Ghosh, P. K., Chakraborty, A., Hasan, M., Rashid, K., & Siddique, A. H. (2023) · Systems · doi:10.3390/systems11010038 · Cited by 204 · see citing works
Blockchain for Healthcare Management Systems: A Survey on Interoperability and Security
Villarreal, E. R. D., García-Alonso, J. M., Moguel, E., & Alegría, J. A. H. (2023) · IEEE Access · doi:10.1109/access.2023.3236505 · Cited by 187 · see citing works
Blockchain implementation in pharmaceutical supply chains: A review and conceptual framework
Ghadge, A., Bourlakis, M., Kamble, S., & Seuring, S. A. (2022) · International Journal of Production Research · doi:10.1080/00207543.2022.2125595 · Cited by 195 · see citing works
Kumar, R., Wang, W., Kumar, J., Yang, T., Khan, A., Ali, W., & Ali, I. (2021) · Computerized Medical Imaging and Graphics · doi:10.1016/j.compmedimag.2020.101812 · Cited by 172 · see citing works
A Secure Healthcare System Design Framework using Blockchain Technology
Chakraborty, S., Aich, S., & Kim, H. (2019) · International Conference on Advanced Communication Technology · doi:10.23919/icact.2019.8701983 · Cited by 171 · see citing works
Kumar, R., Marchang, N., & Tripathi, R. (2020) · International Conference on Communication Systems & Networks (COMSNETS) · doi:10.1109/comsnets48256.2020.9027313 · Cited by 175 · see citing works
Houda, Z. A. E., Hafid, A. S., & Khoukhi, L. (2019) · IEEE Access · doi:10.1109/access.2019.2930715 · Cited by 150 · see citing works
Blockchain applications in the biomedical domain: A scoping review
Drosatos, G., & Kaldoudi, E. (2019) · Computational and Structural Biotechnology Journal · doi:10.1016/j.csbj.2019.01.010 · Cited by 145 · see citing works
“[59] Medical records Data integrity, access control N/A”
BackgroundMajeed, A., & Rauf, I. (2020) · Inventions · doi:10.3390/inventions5010010 · Cited by 153 · see citing works
ssHealth: Toward Secure, Blockchain-Enabled Healthcare Systems
Abdellatif, A. A., Al-Marridi, A. Z., Mohamed, A. M. S., Erbad, A., Chiasserini, C. F., & Refaey, A. (2020) · IEEE Network · doi:10.1109/mnet.011.1900553 · Cited by 147 · see citing works
Blockchain-Based Trust Mechanism for IoT-Based Smart Manufacturing System
Zhang, Y., Xu, X., Liu, A., Lu, Q., Xu, L., & Tao, F. (2019) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2918467 · Cited by 134 · see citing works
Durneva, P., Cousins, K. C., & Chen, M. M. (2020) · Journal of Medical Internet Research · doi:10.2196/18619 · Cited by 133 · see citing works
A Survey on blockchain for industrial Internet of Things
Kumar, R. L., Khan, F., Kadry, S., & Rho, S. (2021) · Alexandria Engineering Journal · doi:10.1016/j.aej.2021.11.023 · Cited by 132 · see citing works
Security and Trust in Blockchains: Architecture, Key Technologies, and Open Issues
Zhang, P., & Zhou, M. (2020) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2020.2990103 · Cited by 126 · see citing works
The case of HyperLedger Fabric as a blockchain solution for healthcare applications
Antwi, M., Adnane, A., Ahmad, F., Hussain, R., Rehman, M. H. U., & Kerrache, C. A. (2021) · Blockchain Research and Applications · doi:10.1016/j.bcra.2021.100012 · Cited by 126 · see citing works
A Systematic Analysis on Blockchain Integration With Healthcare Domain: Scope and Challenges
Khatri, S., Al-Zahrani, F. A., Ansari, M. T. J., Agrawal, A., Kumar, R., & Khan, R. A. (2021) · IEEE Access · doi:10.1109/access.2021.3087608 · Cited by 125 · see citing works
Efficient Medical Big Data Management With Keyword-Searchable Encryption in Healthchain
Li, C., Dong, M., Li, J., Xu, G., Chen, X., Liu, W., & Ota, K. (2022) · IEEE Systems Journal · doi:10.1109/jsyst.2022.3173538 · Cited by 119 · see citing works
Blockchain-Based Privacy Preservation for IoT-Enabled Healthcare System
Sharma, P., Namasudra, S., Chilamkurti, N., Kim, B., & Crespo, R. A. G. (2022) · ACM Transactions on Sensor Networks · doi:10.1145/3577926 · Cited by 125 · see citing works
Steps Toward Industry 5.0: Building “6S” Parallel Industries With Cyber-Physical-Social Intelligence
Wang, X., Yang, J., Wang, Y., Miao, Q., Wang, F., Zhao, A., Deng, J., Li, L., Na, X., & Vlacic, L. (2023) · IEEE/CAA Journal of Automatica Sinica · doi:10.1109/jas.2023.123753 · Cited by 123 · see citing works
Self-citationThe role of blockchain to secure internet of medical things
Ghadi, Y. Y., Mazhar, T., Shahzad, T., Khan, M. A., Abd-Alrazaq, A. A., Ahmed, A., & Hamam, H. (2024) · Scientific Reports · doi:10.1038/s41598-024-68529-x · Cited by 127 · see citing works
A comprehensive review on blockchain and Internet of Things in healthcare
Sharma, A., Kaur, S., & Singh, M. (2021) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.4333 · Cited by 113 · see citing works
A Survey of Blockchain Enabled Cyber-Physical Systems
Rathore, H., Mohamed, A. M. S., & Guizani, M. (2020) · Sensors · doi:10.3390/s20010282 · Cited by 112 · see citing works
Blockchain for IoT Access Control, Security and Privacy: A Review
Patil, P., Sangeetha, M., & Bhaskar, V. (2020) · Wireless Personal Communications · doi:10.1007/s11277-020-07947-2 · Cited by 110 · see citing works
Blockchain-Based Medical Certificate Generation and Verification for IoT-Based Healthcare Systems
Namasudra, S., Sharma, P., Crespo, R. A. G., & Shanmuganathan, V. (2022) · IEEE Consumer Electronics Magazine · doi:10.1109/mce.2021.3140048 · Cited by 105 · see citing works
Applications of Auction and Mechanism Design in Edge Computing: A Survey
Qiu, H., Zhu, K., Luong, N. C., Yi, C., Niyato, D. T., & Kim, D. I. (2022) · IEEE Transactions on Cognitive Communications and Networking · doi:10.1109/tccn.2022.3147196 · Cited by 105 · see citing works
A Survey on Role of Blockchain for IoT: Applications and Technical Aspects
Mathur, S., Kalla, A., Gür, G., Bohra, M. K., & Liyanage, M. (2023) · Computer Networks · doi:10.1016/j.comnet.2023.109726 · Cited by 106 · see citing works
Zhang, H., Luo, G., Li, Y., & Wang, F. (2022) · IEEE Transactions on Systems Man and Cybernetics Systems · doi:10.1109/tsmc.2022.3228314 · Cited by 97 · see citing works
Self-citationOn the exploitation of the blockchain technology in the healthcare sector: A systematic review
Merlo, V., Pio, G., Giusto, F., & Bilancia, M. (2022) · Expert Systems with Applications · doi:10.1016/j.eswa.2022.118897 · Cited by 95 · see citing works
Govindan, K., Nasr, A. K., Heidary, M. S., Nosrati-Abarghooee, S., & Mina, H. (2022) · International Journal of Production Research · doi:10.1080/00207543.2021.2013560 · Cited by 88 · see citing works
Latif, S., Idrees, Z., Huma, Z. E., & Ahmad, J. E. (2021) · Transactions on Emerging Telecommunications Technologies · doi:10.1002/ett.4337 · Cited by 94 · see citing works
Health Care Insurance Fraud Detection Using Blockchain
Saldamlı, G., Reddy, V., Bojja, K. S., Gururaja, M. K., Doddaveerappa, Y., & Tawalbeh, L. (2020) · International Conference on Software Defined Systems (SDS) · doi:10.1109/sds49854.2020.9143900 · Cited by 84 · see citing works
Mahajan, H. B. (2022) · Wireless Personal Communications · doi:10.1007/s11277-022-09535-y · Cited by 83 · see citing works
RetractedBlockchain research in healthcare: a bibliometric review and current research trends
Rejeb, A., Treiblmaier, H., Rejeb, K., & Zailani, S. H. M. (2021) · Journal of Data Information and Management · doi:10.1007/s42488-021-00046-2 · Cited by 87 · see citing works
Blockchain-Based Authentication in Internet of Vehicles: A Survey
Abbas, S., Talib, M. W. A., Ahmed, A., Khan, F. N., Ahmad, S., & Kim, D. (2021) · Sensors · doi:10.3390/s21237927 · Cited by 83 · see citing works
Fortified-Chain 2.0: Intelligent Blockchain for Decentralized Smart Healthcare System
Egala, B. S., Pradhan, A. K., Dey, P., Badarla, V., & Mohanty, S. P. (2023) · IEEE Internet of Things Journal · doi:10.1109/jiot.2023.3247452 · Cited by 81 · see citing works
Kumar, R., Arjunaditya, Singh, D., Srinivasan, K., & Hu, Y. (2022) · Healthcare · doi:10.3390/healthcare11010081 · Cited by 88 · see citing works
Yu, X., Zhan, D., Liu, L., Lv, H., Xu, L., & Du, J. (2021) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2021.3069629 · Cited by 79 · see citing works
Agrawal, K., Aggarwal, M., Tanwar, S., Sharma, G., Bokoro, P. N., & Sharma, R. (2022) · IEEE Access · doi:10.1109/access.2022.3219160 · Cited by 79 · see citing works
Rahman, A., Wadud, M. A. H., Islam, M. J., Kundu, D., Bhuiyan, T. M. A.-U.-H., Muhammad, G., & Ali, Z. (2024) · Scientific Reports · doi:10.1038/s41598-024-55662-w · Cited by 74 · see citing works
Blockchain and cloud computing-based secure electronic healthcare records storage and sharing
Amanat, A., Rizwan, M., Maple, C. R., Zikria, Y. B., Almadhor, A. S., & Kim, S. W. (2022) · Frontiers in Public Health · doi:10.3389/fpubh.2022.938707 · Cited by 78 · see citing works
Markov processes in blockchain systems
Li, Q., Ma, J.-Y., Chang, Y.-X., Ma, F.-Q., & Hai-bo, Y. (2019) · Computational Social Networks · doi:10.1186/s40649-019-0066-1 · Cited by 69 · see citing works
Industrial Blockchain: A state-of-the-art Survey
Li, Z., Zhong, R. Y., Tian, Z., Dai, H., Barenji, A. V., & Huang, G. Q. (2021) · Robotics and Computer-Integrated Manufacturing · doi:10.1016/j.rcim.2021.102124 · Cited by 69 · see citing works
A Review Study of the Blockchain-Based Healthcare Supply Chain
Jadhav, J. S., & Deshmukh, J. (2022) · Social Sciences & Humanities Open · doi:10.1016/j.ssaho.2022.100328 · Cited by 68 · see citing works
IoT Equipped Intelligent Distributed Framework for Smart Healthcare Systems
Rani, S., Chauhan, M., Kataria, A., & Khang, A. (2023) · Studies in big data · doi:10.1007/978-981-99-6034-7_6 · Cited by 70 · see citing works
Secure gene profile data processing using lightweight cryptography and blockchain
Mahajan, H. B., & Reddy, K. T. V. (2023) · Cluster Computing · doi:10.1007/s10586-023-04123-6 · Cited by 66 · see citing works
PharmaCrypt: Blockchain for Critical Pharmaceutical Industry to Counterfeit Drugs
Saxena, N., Thomas, I., Gope, P., Burnap, P., & Kumar, N. (2020) · Computer · doi:10.1109/mc.2020.2989238 · Cited by 63 · see citing works
Secure Ride-Sharing Services Based on a Consortium Blockchain
Wang, D., & Zhang, X. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3023920 · Cited by 61 · see citing works
Cyber-Physical-Social Systems: Taxonomy, Challenges, and Opportunities
Pasandideh, S., pereira, P. H. S., & Gomes, L. (2022) · IEEE Access · doi:10.1109/access.2022.3167441 · Cited by 60 · see citing works
Investigating Healthcare 4.0 Transition Through a Knowledge Management Perspective
Abbate, S., Centobelli, P., Cerchione, R., Oropallo, E., & Riccio, E. (2022) · IEEE Transactions on Engineering Management · doi:10.1109/tem.2022.3200889 · Cited by 62 · see citing works
Machine learning in/for blockchain: Future and challenges
Chen, F., Wan, H., Cai, H., & Cheng, G. (2021) · Canadian Journal of Statistics · doi:10.1002/cjs.11623 · Cited by 64 · see citing works
A Blockchain-based Framework for Central Bank Digital Currency
Han, X., Yuan, Y., & Wang, F. (2019) · IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI) · doi:10.1109/soli48380.2019.8955032 · Cited by 57 · see citing works
Self-citationRen, Y., Jiang, H., Feng, X., Zhao, Y., Liu, R., & Yu, H. (2022) · IEEE Transactions on Intelligent Vehicles · doi:10.1109/tiv.2022.3221927 · Cited by 57 · see citing works
Blockchain Paradigm for Healthcare: Performance Evaluation
Ismail, L., & Materwala, H. (2020) · Symmetry · doi:10.3390/sym12081200 · Cited by 56 · see citing works
Blockchain-Driven Intelligent Scheme for IoT-Based Public Safety System beyond 5G Networks
Rathod, T., Jadav, N. K., Tanwar, S., Sharma, R., Tolba, A. K. R., Raboacă, M. S., Verdeș, M., & Said, W. (2023) · Sensors · doi:10.3390/s23020969 · Cited by 55 · see citing works
IoT-enabled healthcare systems using block chain-dependent adaptable services
Arul, R., Alroobaea, R., Tariq, U., Almulihi, A. H., Alharithi, F. S., & Shoaib, U. (2021) · Personal and Ubiquitous Computing · doi:10.1007/s00779-021-01584-7 · Cited by 54 · see citing works
Integration of IoT and Fog Computing in Healthcare Based the Smart Intensive Units
Mudawi, N. A. (2022) · IEEE Access · doi:10.1109/access.2022.3179704 · Cited by 53 · see citing works
A Survey on Social Manufacturing: A Paradigm Shift for Smart Prosumers
Xiong, G., Tamir, T. S., Shen, Z., Shang, X., Wu, H., & Wang, F. (2022) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2022.3180201 · Cited by 54 · see citing works
Self-citationBlockchain Technology in Healthcare Big Data Management: Benefits, Applications and Challenges
Bazel, M. A., Mohammed, F., & Ahmad, M. B. (2021) · International Conference on Emerging Smart Technologies and Applications (eSmarTA) · doi:10.1109/esmarta52612.2021.9515747 · Cited by 50 · see citing works
Exploring applications of blockchain in healthcare: road map and future directions
Singh, Y., Jabbar, M. A., Shandilya, S. K., Вовк, О., & Hnatiuk, Y. (2023) · Frontiers in Public Health · doi:10.3389/fpubh.2023.1229386 · Cited by 60 · see citing works
Towards roadmap to implement blockchain in healthcare systems based on a maturity model
Akbar, M. A., Leiva, V., Rafi, S., Qadri, S. F., Mahmood, S., & Alsanad, A. (2022) · Journal of Software Evolution and Process · doi:10.1002/smr.2500 · Cited by 48 · see citing works
AI and Blockchain for Healthcare Data Security in Smart Cities
Rajawat, A. S., Bedi, P., Goyal, S. B., Shaw, R. N., Ghosh, A., & Aggarwal, S. (2022) · Studies in Computational Intelligence · doi:10.1007/978-981-16-7498-3_12 · Cited by 46 · see citing works
A Lightweight Blockchain-Based Model for Data Quality Assessment in Crowdsensing
An, J., Cheng, J., Gui, X., Zhang, W., Liang, D., Gui, R., Jiang, L. C., & Dong, L. (2020) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2956481 · Cited by 46 · see citing works
Artificial Identification: A Novel Privacy Framework for Federated Learning Based on Blockchain
Ouyang, L., Wang, F., Tian, Y., Jia, X., Qi, H., & Wang, G. (2023) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2022.3226861 · Cited by 46 · see citing works
Self-citationTowards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence
Qu, Y., Ma, L., Ye, W., Zhai, X., Yu, S., Li, Y., & Smith, D. B. (2023) · Big Data Mining and Analytics · doi:10.26599/bdma.2023.9020012 · Cited by 51 · see citing works
Jakhar, A. K., Singh, M., Sharma, R., Viriyasitavat, W., Dhiman, G., & Goel, S. (2024) · Multimedia Tools and Applications · doi:10.1007/s11042-024-18827-3 · Cited by 47 · see citing works
Artificial Intelligence Integrated Blockchain For Training Autonomous Cars
Gandhi, G. M., & Salvi (2019) · International Conference on Science Technology Engineering and Mathematics (ICONSTEM) · doi:10.1109/iconstem.2019.8918795 · Cited by 41 · see citing works
Reinforcement learning approaches for efficient and secure blockchain-powered smart health systems
Al-Marridi, A. Z., Mohamed, A. M. S., & Erbad, A. (2021) · Computer Networks · doi:10.1016/j.comnet.2021.108279 · Cited by 44 · see citing works
A review on healthcare information systems and consensus protocols in blockchain technology
Kombe, C., Dida, M. A., & Sam, A. E. (2018) · International Journal of Advanced Technology and Engineering Exploration · doi:10.19101/ijatee.2018.547023 · Cited by 38 · see citing works
A Fair Blockchain Based on Proof of Credit
Han, X., Yuan, Y., & Wang, F. (2019) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2938841 · Cited by 37 · see citing works
Self-citationSocial Manufacturing: A Paradigm Shift for Smart Prosumers in the Era of Societies 5.0
Wang, F., Shang, X., Qin, R., Xiong, G., & Nyberg, T. R. (2019) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2019.2940155 · Cited by 36 · see citing works
Self-citationBlockchain Protocol-Based Predictive Secure Control for Networked Systems
Yu, Y., Liu, G. P., Zhou, X., & Hu, W. (2022) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2022.3148736 · Cited by 34 · see citing works
A secure blockchain framework for healthcare records management systems
Al‐Khasawneh, M. A., Faheem, M., Alarood, A. A., Habibullah, S., & Alzahrani, A. (2024) · Healthcare Technology Letters · doi:10.1049/htl2.12092 · Cited by 34 · see citing works
A Blockchain based Secured Healthcare Framework
Quasim, M. T., Algarni, F., Radwan, A. A. E., & Alshmrani, G. M. (2020) · International Conference on Computational Performance Evaluation (ComPE) · doi:10.1109/compe49325.2020.9200024 · Cited by 33 · see citing works
Ding, W., Liang, X., Hou, J., Li, J., Rouabah, Y., Yuan, Y., & Wang, F. (2022) · IEEE Transactions on Systems Man and Cybernetics Systems · doi:10.1109/tsmc.2022.3224250 · Cited by 32 · see citing works
Self-citationA Blockchain-based Framework for Collaborative Production in Distributed and Social Manufacturing
Ouyang, L., Yuan, Y., & Wang, F. (2019) · IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI) · doi:10.1109/soli48380.2019.8955075 · Cited by 32 · see citing works
Self-citationAnalyzing the Prospects of Blockchain in Healthcare Industry
Srivastava, S., Pant, M., Jauhar, S. K., & Nagar, A. K. (2022) · Computational and Mathematical Methods in Medicine · doi:10.1155/2022/3727389 · Cited by 33 · see citing works
- Authors
- Wang, S., Wang, J., Wang, X., Qiu, T., Yuan, Y., Ouyang, L., Guo, Y., & Wang, F.-Y.
- Affiliations
- University of Chinese Academy of Sciences (CN)
- Qingdao Academy of Intelligent Industries (CN)
- Venue
- IEEE Transactions on Computational Social Systems
- Published
- 2018-12
- Volume
- 5
- Issue
- 4
- Pages
- 942-950
- ISSN
- 2329-924X (ISSN-L)
- 2373-7476
- OpenAlex
- W2889429201
- Cited by
- 316
- References
- 23
- Citations by year
- 2026: 5 · 2025: 19 · 2024: 43 · 2023: 65 · 2022: 68 · 2021: 49 · 2020: 38 · 2019: 28 · 2018: 1
- FWCI
- 46.77
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Computational Social Systems (publishedVersion)
- Funders
- National Natural Science Foundation of China (71472174, 61533019, 71232006, 61702519, 71702182)
- Qingdao Think-Tank Foundation on Intelligent Industries
- Topics
- Physical Sciences › Computer Science › Information Systems › Blockchain Technology Applications and Security
- Health Sciences › Health Professions › Health Information Management › Artificial Intelligence in Healthcare
- Health Sciences › Medicine › Health Informatics › Artificial Intelligence in Healthcare and Education
- Keywords
- blockchain, consortium blockchain, numerical experiments, parallel execution, decision support, real-time optimization, health data sharing, medical records, gout diagnosis
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review