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English

صفحه اصلی / سی و دومین کنفرانس ملی و دهمین کنفرانس بین المللی مهندسی زیست پزشکی ایران

A Comprehensive Architecture for Smart Hospitals: Leveraging IoT, AI, and Data Science

نویسندگان :

Jafar Abdollahi¹ Laya Mahmoudi² Babak Nouri-Moghaddam³

1- Department of Computer Engineering, CT.T, Faculty of Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran 2- Faculty of Economics and Administrative Science, Ferdowsi university of Mashhad Mashhad, Iran 3- Department of Computer Engineering, Ardabil Branch, Islamic Azad University, Ardabil, Iran

کلمات کلیدی :

Internet of Things،Artificial Intelligence،Data Science،Smart Hospital،Healthcare Security،Big Data

چکیده :

This paper proposes a comprehensive architecture for smart hospitals, integrating the Internet of Things (IoT), Artificial Intelligence (AI), and Data Science to revolutionize healthcare delivery. While improving patient monitoring, diagnosis, and resource allocation, our technical solution solves major challenges like data security, interoperability, and scalability. Predictive analytics and real-time data help one to do this. Supported by mathematical underpinnings, including Dijkstra's algorithm for network optimization and Bayesian inference for probabilistic diagnostics, we discuss the use of these technologies. Validated by a theoretical scenario, the suggested model presents a useful blueprint for operational efficiency and patient outcomes. We also point out privacy flaws and suggest a multi-layered security model, therefore offering a road map for further developments in smart healthcare systems.