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Onat Dalmaz
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ResViT: Residual vision transformers for multi-modal medical image synthesis
O Dalmaz, M Yurt, T Çukur
IEEE Transactions on Medical Imaging, 2022
2922022
Unsupervised medical image translation with adversarial diffusion models
M Özbey*, O Dalmaz*, SUH Dar, HA Bedel, Ş Özturk, A Güngör, T Çukur
IEEE Transactions on Medical Imaging, 2023
1792023
Semi-supervised learning of MRI synthesis without fully-sampled ground truths
M Yurt, O Dalmaz, S Dar, M Ozbey, B Tınaz, K Oguz, T Çukur
IEEE Transactions on Medical Imaging 41 (12), 3895-3906, 2022
39*2022
BolT: Fused window transformers for fMRI time series analysis
HA Bedel, I Sivgin, O Dalmaz, SUH Dar, T Çukur
Medical Image Analysis, 102841, 2023
342023
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis
O Dalmaz, MU Mirza, G Elmas, M Ozbey, SUH Dar, E Ceyani, KK Oguz, ...
Medical Image Analysis 94, 103121, 2024
272024
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers
I Aytekin*, O Dalmaz*, K Gonc, H Ankishan, EU Saritas, U Bagci, H Celik, ...
arXiv preprint arXiv:2207.09529, 2022
122022
A specificity-preserving generative model for federated mri translation
O Dalmaz, U Mirza, G Elmas, M Özbey, SUH Dar, T Çukur
International Workshop on Distributed, Collaborative, and Federated Learning …, 2022
72022
Learning Fourier-constrained diffusion bridges for MRI reconstruction
MU Mirza, O Dalmaz, HA Bedel, G Elmas, Y Korkmaz, A Gungor, SUH Dar, ...
arXiv preprint arXiv:2308.01096, 2023
62023
Detecting COVID-19 from respiratory sound recordings with transformers
I Aytekin, O Dalmaz, H Ankishan, EU Saritas, U Bagci, T Cukur, H Celik
SPIE Medical Imaging 2022: Computer-Aided Diagnosis 12033, 25-32, 2022
52022
edagan: Encoder-decoder attention generative adversarial networks for multi-contrast mr image synthesis
O Dalmaz, B Saglam, K Gönç, T Çukur
2022 9th International Conference on Electrical and Electronics Engineering …, 2022
42022
Bottleneck sharing generative adversarial networks for unified multi-contrast mr image synthesis
O Dalmaz, B Sağlam, K Gönç, SU Dar, T Çukur
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
32022
User Feedback-based Online Learning for Intent Classification
K Gönç, B Sağlam, O Dalmaz, T Çukur, S Kozat, H Dibeklioglu
Proceedings of the 25th International Conference on Multimodal Interaction …, 2023
22023
Improving image synthesis quality in multi-contrast mri using transfer learning via autoencoders
SY Selçuk, O Dalmaz, SUH Dar, T Çukur
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
22022
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling
OF Atli, B Kabas, F Arslan, M Yurt, O Dalmaz, T Çukur
arXiv preprint arXiv:2405.14022, 2024
12024
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
F Arslan, B Kabas, O Dalmaz, M Ozbey, T Çukur
arXiv preprint arXiv:2405.06789, 2024
12024
Denoising diffusion adversarial models for unconditional medical image generation
O Dalmaz, B Saglam, G Elmas, M Mirza, T Çukur
2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023
12023
Unified intrinsically motivated exploration for off-policy learning in continuous action spaces
B Saglam, FB Mutlu, O Dalmaz, SS Kozat
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
12022
Multi-contrast mri synthesis with channel-exchanging-network
O Dalmaz, I Aytekin, SUH Dar, A Erdem, E Erdem, T Cukur
2022 30th Signal Processing and Communications Applications Conference (SIU …, 2022
12022
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation
C Koz, O Dalmaz, M Dayanc
arXiv preprint arXiv:2311.02266, 2023
2023
Novel deep learning algorithms for multi-modal medical image synthesis
O Dalmaz
bilkent university, 2023
2023
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Articles 1–20