Research Areas
Avesis Research Areas:
Computer Vision, Artificial Intelligence, Computer Learning and Pattern Recognition, Software
WoS Research Areas:
Computer Science, Engineering, Computer Science Artificial Intelligence, Engineering Biomedical
Research Areas Based on Academic Activities
Avesis Research Areas
WoS Research Areas
Scopus Research Areas
Academic Positions
2025 - Present
2025 - PresentLecturer
Yozgat Bozok University, Sorgun Vocational School, Bilgisayar Teknolojileri
Courses
Articles
All (3)
SCI-E, SSCI, AHCI (3)
SCI-E, SSCI, AHCI, ESCI (3)
Scopus (3)
2026
20261. EGT-UNet: Evolutionary Game-Theoretic Adaptive Optimization for Pediatric Panoramic Tooth Segmentation
Sahin M. E., Ulutaş H., Coşar H. İ., Bicer T., Günay R. B., Buyuk S. K.
Bioengineering
, vol.13, no.7, 2026 (SCI-Expanded, Scopus)
2026
20262. ARTEMIS: An Explainable AI Framework for Multi-Class COVID-19 Diagnosis with a Newly Curated Dataset
Sahin M. E., Ulutaş H., Erkoç M. F., Karakaya B., Günay R. B., Süzgen E. E.
Bioengineering
, vol.13, no.5, 2026 (SCI-Expanded, Scopus)
2024
20243. Detecting diabetes in an ensemble model using a unique PSO-GWO hybrid approach to hyperparameter optimization
Ulutaş H., Günay R. B., Şahin M. E.
Neural Computing and Applications
, vol.36, no.29, pp.18313-18341, 2024 (SCI-Expanded, Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences
2026
20261. QLoRA Fine-Tuning and Retrieval-Augmented Generation for Turkish Medical Question Answering: An Evaluation of Corpus Mismatch and Clinical Safety
Süzgen E. E., Şahin M. E., Bakır M., Arısoy Ç., Güngör Ulutaş E., Günay R. B., et al.
2nd International Symposium on AI-Driven Engineering Systems, Mbale, Uganda, 19 June 2026, (Full Text)
2026
20262. A Multi-Dimensional Benchmarking of CNN Architectures for Dermatological Image Classification
Günay R. B., Ulutaş H., Şahin M. E.
13th International Black Sea Coastline Countries Scientific Research Conference, Zonguldak, Turkey, 13 - 14 June 2026, pp.1-20, (Full Text)
2024
20243. Real-Time Pothole Detection Using YOLOv8m on Jetson TX2
Coşar H. İ., Süzgen E. E., Günay R. B., Şahin M. E.
International Conference on Engineering, Natural and Social Sciences ICENSOS, Konya, Turkey, 22 - 23 October 2024, pp.50-56, (Full Text)
Funded Projects
2025 - Present
2025 - PresentTıbbi Diyalog Verileriyle Eğitilmiş Yapay Zek Destekli Tıbbi Asistan Geliştirilmesi Büyük Dil Modeli Temelli Bir Yaklaşım
Project Supported by Higher Education Institutions , BAP Guided
ULUTAŞ H. (Executive), ŞAHİN M. E., ARISOY Ç., BAKIR M., GÜNGÖR ULUTAŞ E., GÜNAY R. B., et al.
2025 - 2028
2025 - 2028Tıbbi Diyalog Verileriyle Eğitilmiş Yapay Zeka Destekli Tıbbi Asistan Geliştirilmesi Büyük Dil Modeli Temelli Bir Yaklaşım
Project Supported by Higher Education Institutions , BAP Research Project
Ulutaş H. (Executive), Bakır M., Şahin M. E., Arısoy Ç., Güngör Ulutaş E., Günay R. B., et al.