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This article, based on recent research by Prof. Dr. Oktay Algın and his colleagues, identifies the connections between the auditory cortex and brain regions involved in cognitive and emotional processing. The study employs retrograde fluoro-gold (FG) tracers in mice and 3-tesla high-resolution diffusion tensor imaging (DTI) in human adults. While the neural mechanisms underlying acoustic […]

We are proud to announce the GraphTeacher, which is now published in IEEE Transactions on Artificial Intelligence! GraphTeacher tackles a core NLP challenge—scarce labeled data—by integrating GNNs into the fine-tuning of transformer encoders to exploit unlabeled data while excluding test nodes from the graph, eliminating re-graphing and enabling inductive, single-instance inference. 🔬 Evaluated on GLUE […]

Recent research by Prof. Dr. Oktay Algın and his collaborators has led to the development of MRI-compatible brain biopsy and ablation techniques. These innovations have received support from the Turkish Institutes of Health (TÜSEB), MARVIS—a manufacturer of MRI- compatible guidewires—and NORAS, a manufacturer of MRI coils. These studies will evaluate the ability to perform MRI-compatible […]