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Proceedings of the 2024 Ninth International Conference on Research in Intelligent Computing in Engineering

Annals of Computer Science and Information Systems, Volume 42

Integrating AI and Blockchain for Advanced Predictive Health Analytics

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DOI: http://dx.doi.org/10.15439/2024R113

Citation: Proceedings of the 2024 Ninth International Conference on Research in Intelligent Computing in Engineering, Vijender Kumar Solanki, Tran Duc Tan, Pradeep Kumar, Manuel Cardona (eds). ACSIS, Vol. 42, pages 117–122 ()

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Abstract. The integration of Artificial Intelligence (AI) with blockchain technology is set to revolutionize predictive health analytics. By harnessing AI's ability to process and analyze vast amounts of health data, alongside blockchain's secure and tamper-proof architecture, this approach aims to deliver accurate disease risk predictions while safeguarding the confidentiality of sensitive health information. Health data will be encrypted and stored on an Ethereum-based blockchain, ensuring that it remains secure and easily accessible for analysis. This innovative integration addresses critical challenges in healthcare, enhancing predictive accuracy and reinforcing data privacy, offering a powerful solution for more secure, reliable, and effective disease risk prediction.

References

  1. M. Ramachandran, "AI and Blockchain Framework for Healthcare Applications,", vol. 24, no. 1, pp. 169-178, Apr. 2024. http://dx.doi.org/10.2298/FUEE2401169R.
  2. T. N. Dinh and M. T. Thai, "AI and Blockchain: A Disruptive Integration", Computer, vol. 51, pp. 48-53, 2018
  3. K. Anil and M. Kamble, "Health Block: A Blockchain Based Secure Healthcare Data Storage and Retrieval System for Cloud Computing," *International Journal on Recent and Innovation Trends in Computing and Communication*, vol. 11, no. 9, pp. 96-102, Sep. 2023. http://dx.doi.org/10.17762/ijritcc.v11i9.8324.
  4. D. C. Nguyen, M. Ding, P. N. Pathirana, and A. Seneviratne, "Blockchain and AI-Based Solutions to Combat Coronavirus (COVID-19)-Like Epidemics: A Survey," *IEEE Access*, vol. 9, pp. 95730-95753, June 2021. http://dx.doi.org/10.1109/ACCESS.2021.3093633.
  5. Esposito, C.; De Santis, A.; Tortora, G.; Chang, H.; Choo, K.-K. R.:. (2018). Blockchain: A Panacea for Healthcare Cloud-Based Data Security and Privacy. IEEE Cloud Computing,5(1),pp.31-37. http://dx.doi.org/10.1109/mcc.2018.011791712
  6. Theodouli, A., Arakliotis, S., Moschou, K., Votis, K., & Tzovaras, D. (2018). On the Design of a Blockchain- Based System to Facilitate Healthcare Data Sharing. 2018 17th IEEE International Conference On Trust, Security And Privacy In Computing And Communications/ 12th IEEE Intern.1374-1379. http://dx.doi.org/10.1109/TrustCom/BigDataSE.2018.00190.
  7. Ngabo, D.; Wang, D.; Iwendi, C.; Henry, J.: (2021). Blockchain-Based Security Mechanism for the Medical Data at Fog Computing Architecture of Internet of Things. Electronics.,pp.1-17. https://doi.org/10.3390/electronics10172110
  8. Al Omar, A., Bhuiyan, M. Z. A., Basu, A., Kiyomoto, S., & Rahman, M. S. (2019). Privacy-friendly platform for healthcare data in cloud based on blockchain environment. Future Generation Computer Systems. 95(.), pp.511-521. https://doi.org/10.1016/j.future.2018.12.044
  9. Shen, M., Deng, Y., Zhu, L., Du, X., Guizani, N. (2019). Privacy-Preserving Image Retrieval for Medical IoT Systems: A Blockchain-Based Approach. IEEE Network. 33(5), pp.27-33. Digital Object Identifier: 10.1109/MNET.001.1800503
  10. Kollu, P.K.; Saxena, M.; Phasinam, K.; Kassanuk, T.; Mustafa, M.:. (2021). Blockchain Techniques for Secure Storage of Data inCloud Environment. Turkish Journal of Computer and Mathematics Education. 12(11), pp.1515- 1522. https://www.turcomat.org/index.php/turkbilmat/article/vi ew/6074/5063
  11. Omar, A .A.; Rahman, M. S.; Basu, A.; Shinsak:. (2017).MediBchain: A Blockchain Based Privacy Preserving Platform for Healthcare Data. Springer International Publishing AG2017, pp. 534-543.https://doi.org/10.1007/978-3-319-72395-2_49
  12. Bhaskara S. E.; Ashok ,K.P; Venkata, R.B.; Saraju ,P.M.:. (2020).Fortified-Chain: A Blockchain Based Framework for Security and Privacy Assured Internet of Medical Things with Effective. Journal Of Internet Of Things (IOT), pp.1-1 https://doi.org/10.1109/JIOT.2021.3058946
  13. Khatoon, A. (2020). A Blockchain-Based Smart Contract Systemcfor Healthcare Management. Electronics.9(4),pp.123.http://dx.doi.org/10.3390/electronics9010094
  14. Mubarakali, A. (2020). Healthcare Services Monitoring in Cloud Using Secure and Robust Healthcare-Based BLOCKCHAIN(SRHB) Approach. Mobile Networks and Applications. 25(4), pp.1330-133. https://doi.org/10.1007/s11036-020-01551-1
  15. P. K. Ghosh, "Blockchain Application in Healthcare Systems: A Review", Systems, vol. 11, no. 1, p. 38; 2023..