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eess.IV2023
Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation
Ümit Mert Çağlar, Alperen İnci, Oğuz Hanoğlu +2
Endoscopic imaging is commonly used to diagnose Ulcerative Colitis (UC) and classify its severity. It has been shown that deep learning based methods are effective in automated ana…
eess.IV2021★ 3 cited
Effect of Input Size on the Classification of Lung Nodules Using Convolutional Neural Networks
Gorkem Polat, Yesim Dogrusoz Serinagaoglu, Ugur Halici
Recent studies have shown that lung cancer screening using annual low-dose computed tomography (CT) reduces lung cancer mortality by 20% compared to traditional chest radiography.…