- Akkaya, U. M., Kalkan, H. (2023). A new approach for multimodal usage of gene expression and its image representation for the detection of Alzheimer’s disease. Biomolecules, 13(11), 1563.

- Kalkan, H., Akkaya, U. M., Inal-Gültekin, G., Sanchez-Perez, A. M. (2022). Prediction of Alzheimer’s Disease by a Novel Image-Based Representation of Gene Expression. Genes, 13(8), 1406.

- Akkaya, U. M., Kalkan, H. (2021, October). Classification of DNA sequences with k-mers based vector representations. In 2021 Innovations in Intelligent Systems and Applications Conference (ASYU) (pp. 1-5). IEEE.

- Ü. M. Akkaya , A. Norouzi , A. Sertbaş, Cognitive Networks, International Conference on Computer Science and Engineering (UBMK), Tekirdağ, Turkey, 2016

• Third Cycle (Doctoral): PhD. Computer Engineering, Gebze Technical University, Turkey (Present)
• Second Cycle (Master's): M.S. Computer Engineering, Istanbul University, Istanbul, Turkey (2013)
• First Cycle (Undergraduate): B.S. Computer Engineering, Istanbul University, Istanbul, Turkey (2007)