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Yayınlar

Makale: Kose, U., Ozkan Tukel, G., Uysal, I., Surucu, E. B., Ceylan, O., Karatas, M. E., Koca, A., & Yilmaz O. F. (2025). An Extended Personalised Chemotherapy Response Model Incorporating Inflammation and Individual Variability in Childhood Acute Lymphoblastic Leukemia. BRAIN – Broad Research in Artificial Intelligence and Neuroscience, 16(4), 385-405. https://doi.org/10.70594/brain/16.4/24

Bildiri: Kose, U., Ceylan, O., Karatas, M. E., Uysal, I., & Koca, A. (2025). Generative Adversarial Networks-Driven Synthetic Patient Data Creation for Risk Identification in Childhood Acute Lymphoblastic Leukemia. In 2025 9th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT). IEEE. https://doi.org/10.1109/ISMSIT67332.2025.11268001

Bildiri: Kose, U., Ozkan Tukel, G., Surucu, E. B., Karatas, M. E., & Uysal, I. (2025). Graph Neural Networks-Based Digital Twin Modeling of WBC and ANC Dynamics for Personalized Time-Series Prediction. In 2025 Medical Technologies Congress (TIPTEKNO). IEEE. https://doi.org/10.1109/TIPTEKNO68206.2025.11270102

Makale: Kose, U., & Uysal, I. (2025). Drug Repositioning for Childhood Acute Lymphoblastic Leukemia Using an Explainable Regularized Bi-LSTM Ensemble and Molecular Docking Validation. IEEE Access, 13, 148684-148698, IEEE. https://doi.org/10.1109/ACCESS.2025.3599025

Bildiri: Kose, U., Yuksel, G., Kacakci, S., Ince, M. C., & Sokun, H. (2025). Advancing Simulation of 6-Mercaptopurine and Methotrexate Therapy by Using Synthetic Childhood Acute Lymphoblastic Leukemia Patients. In 2025 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (ICHORA). IEEE. https://doi.org/10.1109/ICHORA65333.2025.11016988

Bildiri: Kose, U., Deperlioglu, O., Kucuksille, E. U., & Turan, G. (2024, April). Combining Deep Learning Models for Improved Drug Repurposing: Advancements and an Extended Solution Methodology. In 2024 International Conference on Inventive Computation Technologies (ICICT) (pp. 238-244). IEEE. https://doi.org/10.1109/ICICT60155.2024.10544998