ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis
Dalmaz, Onat, Yurt, Mahmut, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.10.2022)
Published in IEEE transactions on medical imaging (01.10.2022)
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Journal Article
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
Published in IEEE transactions on medical imaging (01.12.2023)
Published in IEEE transactions on medical imaging (01.12.2023)
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Journal Article
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths
Yurt, Mahmut, Dalmaz, Onat, Dar, Salman, Ozbey, Muzaffer, Tinaz, Berk, Oguz, Kader, Cukur, Tolga
Published in IEEE transactions on medical imaging (01.12.2022)
Published in IEEE transactions on medical imaging (01.12.2022)
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Journal Article
COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers
Aytekin, Idil, Dalmaz, Onat, Gonc, Kaan, Ankishan, Haydar, Saritas, Emine Ulku, Bagci, Ulas, Celik, Haydar, Cukur, Tolga
Published in IEEE journal of biomedical and health informatics (01.03.2024)
Published in IEEE journal of biomedical and health informatics (01.03.2024)
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Journal Article
ResViT: Residual vision transformers for multi-modal medical image synthesis
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Paper
Journal Article
BolT: Fused window transformers for fMRI time series analysis
Bedel, Hasan A., Sivgin, Irmak, Dalmaz, Onat, Dar, Salman U.H., Çukur, Tolga
Published in Medical image analysis (01.08.2023)
Published in Medical image analysis (01.08.2023)
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Journal Article
ResViT: Residual vision transformers for multi-modal medical image synthesis
Dalmaz, Onat, Yurt, Mahmut, Cukur, Tolga
Published in IEEE transactions on medical imaging (18.04.2022)
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Published in IEEE transactions on medical imaging (18.04.2022)
Journal Article
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis
Dalmaz, Onat, Mirza, Muhammad U., Elmas, Gokberk, Ozbey, Muzaffer, Dar, Salman U.H., Ceyani, Emir, Oguz, Kader K., Avestimehr, Salman, Çukur, Tolga
Published in Medical image analysis (01.05.2024)
Published in Medical image analysis (01.05.2024)
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Journal Article
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation
Arslan, Fuat, Kabas, Bilal, Dalmaz, Onat, Ozbey, Muzaffer, Çukur, Tolga
Year of Publication 10.05.2024
Year of Publication 10.05.2024
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Journal Article
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks
Mirza, Muhammad Usama, Dalmaz, Onat, Cukur, Tolga
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
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Conference Proceeding
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling
Atli, Omer F, Kabas, Bilal, Arslan, Fuat, Yurt, Mahmut, Dalmaz, Onat, Çukur, Tolga
Year of Publication 22.05.2024
Year of Publication 22.05.2024
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Journal Article
edaGAN: Encoder-Decoder Attention Generative Adversarial Networks for Multi-contrast MR Image Synthesis
Dalmaz, Onat, Saglam, Baturay, Gonc, Kaan, Cukur, Tolga
Published in 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) (29.03.2022)
Published in 2022 9th International Conference on Electrical and Electronics Engineering (ICEEE) (29.03.2022)
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Conference Proceeding
Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis
Dalmaz, Onat, Saglam, Baturay, Gonc, Kaan, Dar, Salman Uh, Cukur, Tolga
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
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Conference Proceeding
Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders
Selcuk, Sahan Yoruc, Dalmaz, Onat, Dar, Salman Ul Hassan, Cukur, Tolga
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
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Conference Proceeding
BolT: Fused Window Transformers for fMRI Time Series Analysis
Bedel, Hasan Atakan, Şıvgın, Irmak, Dalmaz, Onat, Dar, Salman Ul Hassan, Çukur, Tolga
Year of Publication 23.05.2022
Year of Publication 23.05.2022
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Journal Article
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network
Dalmaz, Onat, Aytekin, Idil, Dar, Salman Ul Hassan, Erdem, Aykut, Erdem, Erkut, Cukur, Tolga
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
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Conference Proceeding
Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces
Saglam, Baturay, Mutlu, Furkan B., Dalmaz, Onat, Kozat, Suleyman S.
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
Published in 2022 30th Signal Processing and Communications Applications Conference (SIU) (15.05.2022)
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Conference Proceeding