معرفی
Prof. Cemil ÖZ is a full-time Professor at Sakarya University's Faculty of Computer and Information Sciences, where he has held academic positions since 1998. He leads research in computer vision, artificial intelligence, and medical imaging applications, with ongoing projects in virtual simulation systems and machine learning diagnostics.
Education
- PhD in Electrical and Electronics Engineering, Sakarya University (1995-1998), specializing in neural network-based robotic trajectory control
- Master's in Electronics and Computer Education, Marmara University (1989-1993), focusing on adaptive robotic control systems
- Bachelor's in Electronics and Communication Engineering, Yıldız University (1986-1989)
Research Focus
Prof. ÖZ's interdisciplinary research bridges computer science with healthcare, industrial applications, and security. Primary domains include:
- Medical AI: Machine learning for neuroimaging diagnostics (e.g., multiple sclerosis differentiation)
- Virtual Simulation: Industrial and educational systems (welding/driving simulators)
- Computer Vision: 3D reconstruction, object detection, and facial analysis
- Applied ML: Hybrid algorithms for predictive modeling in security and social media
Publication Trends
Recent articles (2019-2024) demonstrate strong emphasis on AI-driven healthcare solutions (38% of works), particularly neurological disorder diagnostics using MRI/spectroscopy data. Virtual training systems constitute 27% of output, focusing on industrial/educational simulations. Remaining publications advance computer vision techniques (3D reconstruction, object detection) and security applications (terrorism prediction, sentiment analysis). Methodologically, deep learning (YOLO, CNN) and sensor integration (Kinect) are predominant.
