Oğuzhan ERDEM

Prof. Dr. Oğuzhan ERDEM is a faculty member at Trakya University Faculty of Engineering, Department of Electrical and Electronics Engineering since 2023. He earned his PhD in Electrical and Electronics Engineering from Middle East Technical University in 2011 and served at various academic roles across 22 years, including Department Head since 2021.

• PhD: Middle East Technical University (2011)
• Visiting Scholar: University of Southern California (2010-2011)

His research focuses on machine learning applications in biomedical diagnostics and FPGA-based network processing. Recent publications explore Parkinson's disease detection through keystroke analysis, cough sound diagnostics, and hardware-accelerated network traffic classification.

Key article trends show:

• 2023-2025: Deep learning for medical diagnostics
• 2016-2020: Hardware-optimized network processing
• 2010-2015: FPGA-based IP lookup architectures

Awards:

• Middle East Technical University 2011 Doctoral Thesis of the Year

He has supervised 6 graduate theses and led 2 major projects including Early Detection of Parkinson's Disease Using Multimodal Signals (2021). Patent co-inventor in systolic array architectures.