Yazar "Ozturk, Saban" için PubMed İndeksli Yayınlar Koleksiyonu listeleme
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Adaptive diffusion priors for accelerated MRI reconstruction
Gungor, Alper; Dar, Salman U. H.; Ozturk, Saban; Korkmaz, Yilmaz; Bedel, Hasan A.; Elmas, Gokberk; Ozbey, Muzaffer (Elsevier, 2023)Deep MRI reconstruction is commonly performed with conditional models that de-alias undersampled acquisitions to recover images consistent with fully-sampled data. Since conditional models are trained with knowledge of the ... -
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets
Ozturk, Saban; Cukur, Tolga (Ieee-Inst Electrical Electronics Engineers Inc, 2022)Melanoma is a fatal skin cancer that is curable and has dramatically increasing survival rate when diagnosed at early stages. Learning-based methods hold significant promise for the detection of melanoma from dermoscopic ... -
Residual LSTM layered CNN for classification of gastrointestinal tract diseases
Ozturk, Saban; Ozkaya, Umut (Academic Press Inc Elsevier Science, 2021)nowadays, considering the number of patients per specialist doctor, the size of the need for automatic medical image analysis methods can be understood. These systems, which are very advantageous compared to manual systems ... -
Unsupervised Medical Image Translation With Adversarial Diffusion Models
Ozbey, Muzaffer; Dalmaz, Onat; Dar, Salman U. H.; Bedel, Hasan A.; Ozturk, Saban; Gungor, Alper; Cukur, Tolga (Ieee-Inst Electrical Electronics Engineers Inc, 2023)Imputation of missing images via source-to-target modality translation can improve diversity in medical imaging protocols. A pervasive approach for synthesizing target images involves one-shot mapping through generative ...