As part of the Department of Intelligent Medical Systems at the College of Science, Al-Mustaqbal University’s commitment to supporting students’ academic development and strengthening their research skills, fourth-year students continue working on their graduation research under the supervision of the Head of the Department, Prof. Dr. Mahdi Abadi Manea. This follow-up aims to develop their research projects and enhance their academic and practical value. The follow-up sessions involve discussing research progress, reviewing preliminary findings, and guiding students in adopting rigorous scientific methods for data collection and analysis. They also address the challenges students encounter while carrying out their projects. These meetings further contribute to developing students’ analytical thinking and their ability to apply theoretical knowledge and modern technologies to innovative solutions in the medical and healthcare fields. This initiative reflects the Department’s ongoing efforts to prepare graduates with the scientific competence and practical skills required to keep pace with rapid developments in intelligent medical systems and artificial intelligence applications in healthcare. It also supports the improvement of educational outcomes and strengthens the connection between academic learning and the actual needs of society. Al-Mustaqbal University – The First University in Iraq