Serhat İsmet Sargın

• BVA/BIL 107 - Data Structures
• YZG 103 - Introduction to Programming
• BVA 106 - Fundamentals of Machine Learning
• BVA 108 - Database Management Systems

• SBR 206 - Server Management
• BVA 204 - Data Security and Ethics
• BVA 201 - Artificial Intelligence Applications

Best Senior Design Project Awards (2022) - Feature Selection For Classification of Pulmonary Conditions (Project Supervisor: İpek Şen)

Research Groups

• Biomedical Instrumentation and Signal Interpretation

Conference Proceedings

• Sargın, Serhat İsmet, and İpek Şen. "Feature Selection for Differential Diagnosis of Asthma and COPD: A Preliminary Study." 2023 31st Signal Processing and Communications Applications Conference (SIU). IEEE, 2023.
• Sargın, Serhat İsmet, and İpek Şen. "The Relevance of Auscultation Site in Healthy versus Restrictive Pulmonary Disease Classification." 2024 Medical Technologies Congress (TIPTEKNO). IEEE, 2024.
• Arıslıel, Özgür, et al. "Diagnosis Model Based on Chest Correlation Map Derived from Lung Sounds." 2025 33rd Signal Processing and Communications Applications Conference (SIU). IEEE, 2025.
• Sevil, Arif Emre, Serhat İsmet Sargın, and İpek Şen. "Respiratory Adventitious Sound Classification Using Third-order Difference Plots." 2025 33rd Signal Processing and Communications Applications Conference (SIU). IEEE, 2025.
• Karataş, Mustafa Can, Serhat İsmet Sargın, and Aysa Jafari Farmand. "Leveraging Classical Methods for Accurate Epilepsy Detection with EEG Signals." 2025 33rd Signal Processing and Communications Applications Conference (SIU). IEEE, 2025.
• Sargın, Serhat İsmet, and Aysa Jafari Farmand. "EEG Band Power Feature-Based Electrode Combination Analysis for Epilepsy Detection." 2025 12th International Conference on Electrical and Electronics Engineering (ICEEE). IEEE, 2025.
• Sargın, Serhat İsmet, Mustafa Can Karataş, and Aysa Jafarifarmand. "Tree-Based Classification for Epilepsy Using Prioritized Electrode Combinations." 2025 16th International Conference on Electrical and Electronics Engineering (ELECO). IEEE, 2025.
• Sargın, Serhat İsmet, et al. "Classification Model Selection Using a Mahalanobis Based Multi Criteria Decision Making Metric." 2026 34th Signal Processing and Communications Applications Conference (SIU). IEEE, 2026.
• Sargın, Serhat İsmet, and İpek Şen. "Diagnostic Model Based on Efect Size Across Phases of Respiratory Sounds." 2026 34th Signal Processing and Communications Applications Conference (SIU). IEEE, 2026.

External Links

• Google Scholar
• LınkedIn