Scientific Participation of the Head of the Smart Medical Systems Department in the 3rd International Conference on Business Analytics for Technology and Security (ICBATS 2025) in Dubai In a new scientific achievement that reflects Al-Mustaqbal University’s active academic presence at the international level, Professor Dr. Mehdi Ebady Manaa, Head of the Smart Medical Systems Department at the College of Science, Al-Mustaqbal University, participated in publishing a joint scientific research paper with Dr. Hawraa Shareef Hamza from the College of Information Technology, University of Babylon. The paper was included in the proceedings of the 3rd International Conference on Business Analytics for Technology and Security (ICBATS 2025), which was held in Dubai, United Arab Emirates, in 2025. The research is entitled: Classification of 5G Services Using Deep Transfer Learning to Address the Problem of Scarce Datasets in 5G Networks Deep Transfer Learning Based on 5G Service Classification for Scarce Datasets in 5G Networks The research can be accessed via the following link: https://ieeexplore.ieee.org/document/11258293 The study aims to develop an advanced model based on deep learning and knowledge transfer techniques (Deep Transfer Learning) to improve the classification of 5G network services, particularly in scenarios characterized by limited data availability (Scarce Datasets), which represents a major challenge for artificial intelligence applications in real-world environments. The proposed model contributes to enhancing network efficiency, improving Quality of Service (QoS), and supporting intelligent applications that rely on modern telecommunications infrastructure. This scientific achievement represents the outcome of academic collaboration between Al-Mustaqbal University and the University of Babylon and highlights the leading role of Iraqi researchers in keeping pace with global advancements in artificial intelligence, advanced communications, data analytics, and intelligent technologies. Furthermore, this research reflects Al-Mustaqbal University’s commitment to supporting the Sustainable Development Goals (SDGs), particularly Goal 9: Industry, Innovation, and Infrastructure, through the development of innovative technological solutions that contribute to strengthening digital infrastructure, supporting digital transformation, and enabling intelligent systems based on modern communication networks. This accomplishment constitutes a significant addition to the scientific record of the Smart Medical Systems Department and enhances the position of Al-Mustaqbal University as a leading academic institution that actively contributes to scientific knowledge production, engagement in international conferences, and the establishment of research partnerships that serve society and keep pace with global technological advancements. Al-Mustaqbal University continues to support its academic staff and encourage high-quality scientific research and international publication, in alignment with its strategic vision to achieve scientific excellence and leadership in the fields of technology and intelligent systems. Al-Mustaqbal University is the first one university in Iraq.
  الهدف الرابع(التعليم الجيد).