Dursun Demir, G., & Özkaya, U. (2026). A Novel Reversible Image Camouflaging Method Based on Lossless Matrix Transformation. Mathematics, 14(7), 1111. https://doi.org/10.3390/math14071111 

DOI: 10.3390/math14071111. 

G.Dursun Demir and U.Özkaya, “Adversarial Mask Generation for Robust Cervical Cell Segmentation,” International Journal of Imaging Systems and Technology36, no. 2 (2026): e70335, https://doi.org/10.1002/ima.70335.

DOI:  10.1002/ima.70335. 

Başagaoglu Fındık A., Dursun Demir, G., Ozkaya, U., Ozdemir G. (2025). A Robust Generative Segmentation Method for Panoramic Dental Radiography Images. International Journal of Imaging Systems and Technology, 35(3), e70099 . 

DOI:  10.1002/ima.70099 

Dursun, G., Bijelić, D., Ayşit, N., Kurt Vatandaşlar, B., Radenović, L., Çapar, A., ... & Özkaya, U. (2023). Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging. Plos one, 18(2), e0281236. 

DOI: 10.1371/journal.pone.0281236 

GitHub : Link

Title: Biyomedikal İmgeler İçin Yapay Zekâ Tabanlı Hücre Segmentasyonu Yöntemi (Artificial intelligence based cell segmentation method for biomedical images)

Bayramoglu, Z., Demir, G. D., Ozkaya, U., Capar, A., Abacioglu, T., Aktepe, F., ... Baycelebi, D.(2023). Who is More Successful in Detecting Cervical High-grade Squamous Intraepithelial Lesions in Atrophic Background? Pathologists or Artificial Intelligence?. LABORATORY INVESTIGATION , vol.103, no.3. 

Dursun, G., & Özkaya, U. (2021, June). Microscopic Fluorescence In Situ Hybridization (FISH) Image Synthesis with Generative Adversarial Networks. In 2021 29th Signal Processing and Communications Applications Conference (SIU) (pp. 1-4). IEEE. 

DOI: 10.1109/SIU53274.2021.9477999 

TÜRKMEN, İ., DURSUN, G., ÖZKAYA, U., ÇAPAR, A., MÜEZZİNOĞLU, B., & TÖREYİN, B. U., (2020). Can Artificial Intelligence Help Cervical Cytopathologist to Detect High-Grade Squamous Intraepithelial Lesions on the Atrophic Background? . European Congress on Digital Pathology (ECDP2020), Portugal 

Dursun, G., Korenic, A., Bijelic, D., Radenovic, L., Özkaya, U., Çapar, A., ... & Andjus, P. (2019). Development of automated analysis of biomedical signals obtained from calcium imaging. In Joint 12th EBSA European Biophysics Congress/10th IUPAP International Conference on Biological Physics (ICBP). Springer. 

Poster Prize: Best Poster in Big Data in Biophysics Session

Title :  İmge Şifreleme için Yeni Bir Yaklaşım: Kayıpsız ve Tersinebilir İmge Dönüştürme Yöntemi (A Novel Approach for Image Encryption: Exact and Reversible Image Transformation Method )

Dursun, G., Özer, F., & Özkaya, U. (2017). A new and secure digital image scrambling algorithm based on 2D cellular automata. Turkish Journal of Electrical Engineering and Computer Sciences, 25(5), 3515-3527. 

DOI: 10.3906/elk-1610-225 

KAYA, B., ÖZER, F., DURSUN, G., AYDOĞDU, G., & ÖZKAYA, U., (2014). Parçacık Sürü Optimizasyonu ve Hücresel Otomata Tabanlı Sayısal Görüntü Karıştırma Yöntemi . Akıllı Sistemlerde Yenilikler ve Uygulamaları Sempozyumu (ASYU) (pp.182-186). İzmir, Turkey 

Title : Hücresel Otomata Tabanlı Görüntü Şifreleme Algoritması (Cellular Automata Based Image Encryption Algorithm)