Yazar "Cukur, Tolga" için PubMed İndeksli Yayınlar Koleksiyonu listeleme
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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 ... -
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes
Dar, Salman Ul Hassan; Oeztuerk, Saban; Oezbey, Muzaffer; Oguz, Kader Karli; Cukur, Tolga (Pergamon-Elsevier Science Ltd, 2023)Magnetic resonance imaging (MRI) is an essential diagnostic tool that suffers from prolonged scan times. Reconstruction methods can alleviate this limitation by recovering clinically usable images from accelerated acquisitions. ... -
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 ...