Yazar "Atban, Furkan" için listeleme
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Automated classification of choroidal neovascularization, diabetic macular edema, and drusen from retinal OCT images using vision transformers: a comparative study
Akça, Said; Garip, Zeynep; Ekinci, Ekin; Atban, Furkan (Springer Science and Business Media Deutschland GmbH, 2024)Classifying retinal diseases is a complex problem because the early problematic areas of retinal disorders are quite small and conservative. In recent years, Transformer architectures have been successfully applied to solve ... -
Quantum-Neural Network Model for Platform Independent Ddos Attack Classification in Cyber Security
Küçükkara, Muhammed Yusuf; Atban, Furkan; Bayılmış, Cüneyt (John Wiley and Sons Inc, 2024)Quantum Machine Learning (QML) leverages the transformative power of quantum computing to explore a broad range of applications, including optimization, data analysis, and complex problem-solving. Central to this study is ... -
Traditional machine learning algorithms for breast cancer image classification with optimized deep features
Atban, Furkan; Ekinci, Ekin; Garip, Zeynep (Elsevier Sci Ltd, 2023)For breast cancer diagnosis, computer-aided classification of histopathological images is of critical importance for correct and early diagnosis. Transfer learning approaches for feature extraction have made significant ...