Edge AI and Internet of Bio-Nano Things (IoBNT): Revolutionizing Smart Healthcare and Bioengineering Applications
DOI:
https://doi.org/10.64137/XXXXXXXX/IJMSD-V1I1P102Keywords:
Edge AI, Internet of Bio-Nano Things, Nanosensors, Intra-body nanonetwork, Personalized healthcare, Nanotransmitters, Real-time monitoring, AI nanosystem, Wireless communication, Biomedical nanotechnologyAbstract
Smart healthcare and bioengineering are set to be transformed by combining Edge AI and IoBNT. It investigates the possibilities that arise when these technologies are combined, pointing out their uses, benefits and problems. We explore the technologies behind Edge AI and IoBNT, show how they are applied to healthcare situations and review case studies that demonstrate their impact. The paper discusses the existing research and prospects to present the contributions Edge AI and IoBNT can make to improving health care accuracy, treatment results and patient support
References
[1] Rathi, V. K., Rajput, N. K., Mishra, S., Grover, B. A., Tiwari, P., Jaiswal, A. K., & Hossain, M. S. (2021). An edge AI-enabled IoT healthcare monitoring system for smart cities. Computers & Electrical Engineering, 96, 107524.
[2] Edge AI in Healthcare | Revolutionizing Patient Care at the Edge, XenonStack, online. https://www.xenonstack.com/blog/edge-ai-in-healthcare.
[3] Awotunde, J. B., Ijaz, M. F., Bhoi, A. K., AbdulRaheem, M., Oladipo, I. D., & Barsocchi, P. (2022). Edge-IoMT-based enabled architecture for smart healthcare system. In 5G IoT and Edge Computing for Smart Healthcare (pp. 1-27). Academic Press.
[4] Amin, S. U., & Hossain, M. S. (2020). Edge intelligence and Internet of Things in healthcare: A survey. IEEE access, 9, 45-59.
[5] Deng, S., Zhao, H., Fang, W., Yin, J., Dustdar, S., & Zomaya, A. Y. (2020). Edge intelligence: The confluence of edge computing and artificial intelligence. IEEE Internet of Things Journal, 7(8), 7457-7469.
[6] Surianarayanan, C., Lawrence, J. J., Chelliah, P. R., Prakash, E., & Hewage, C. (2023). A survey on optimization techniques for edge artificial intelligence (AI). Sensors, 23(3), 1279.
[7] Hua, H., Li, Y., Wang, T., Dong, N., Li, W., & Cao, J. (2023). Edge computing with artificial intelligence: A machine learning perspective. ACM Computing Surveys, 55(9), 1-35.
[8] Akyildiz, I. F., Pierobon, M., Balasubramaniam, S., & Koucheryavy, Y. (2015). The internet of bio-nano things. IEEE Communications Magazine, 53(3), 32-40.
[9] Pujari, M., Bahirwani, S., Balaji, P., Kaul, R., Shah, B., Daryani, D., & Iqbal, S. (2012). Oral fluid nanosensor test: saliva as a diagnostic tool for oral health. Journal of the California Dental Association, 40(9), 733-736.
[10] Pomšár, L., Brecko, A., & Zolotová, I. (2022, March). Brief overview of Edge AI accelerators for energy-constrained edge. In 2022 IEEE 20th Jubilee World Symposium on Applied Machine Intelligence and Informatics (SAMI) (pp. 000461-000466). IEEE.
[11] El-atty, S. M. A., Arafa, N. A., Abouelazm, A., Alfarraj, O., Lizos, K. A., & Shawki, F. (2022). Performance Analysis of an Artificial Intelligence Nanosystem with Biological Internet of Nano Things. CMES-Computer Modeling in Engineering & Sciences, 133(1).
[12] Chui, K. T., Alhalabi, W., Pang, S. S. H., Pablos, P. O. D., Liu, R. W., & Zhao, M. (2017). Disease diagnosis in smart healthcare: Innovation, technologies and applications. Sustainability, 9(12), 2309.
[13] Al-Rawashdeh, M., Keikhosrokiani, P., Belaton, B., Alawida, M., & Zwiri, A. (2022). IoT adoption and application for smart healthcare: a systematic review. Sensors, 22(14), 5377.
[14] García-Lizana, F., & Sarría-Santamera, A. (2007). New technologies for chronic disease management and control: a systematic review. Journal of telemedicine and telecare, 13(2), 62-68.
[15] Salomon, D. (2012). Data privacy and security. Springer Science & Business Media.
[16] Ong, J. C. L., Chang, S. Y. H., William, W., Butte, A. J., Shah, N. H., Chew, L. S. T., ... & Ting, D. S. W. (2024). Ethical and regulatory challenges of large language models in medicine. The Lancet Digital Health, 6(6), e428-e432.
[17] S. Bama, P. K. Maroju, S. Banala, S. Kumar Sehrawat, M. Kommineni and D. Kodi, "Development of Web Platform for Home Screening of Neurological Disorders Using Artificial Intelligence," 2025 First International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT), Bhimtal, Nainital, India, 2025, pp. 995-999, doi: 10.1109/CE2CT64011.2025.10939414.
[18] Pronaya Bhattacharya Lakshmi Narasimha Raju Mudunuri, 2024, “Ethical Considerations Balancing Emotion and Autonomy in AI Systems”, Humanizing Technology With Emotional Intelligence, pp. 443-456.
[19] Mohanarajesh, Kommineni (2024). Develop New Techniques for Ensuring Fairness in Artificial Intelligence and ML Models to Promote Ethical and Unbiased Decision-Making. International Journal of Innovations in Applied Sciences and Engineering 10 (1):47-
[20] Mallisetty, Harikrishna; Patel, Bhavikkumar; and Rao, Kolati Mallikarjuna, "Artificial Intelligence Assisted Online Interactions", Technical Disclosure Commons, (December 19, 2023) https://www.tdcommons.org/dpubs_series/6515
