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ORCIDSalman Ul Hassan Dar
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2020 – today
- 2024
[j12]Onat Dalmaz
, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur:
One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. Medical Image Anal. 94: 103121 (2024)- [c9]Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt:
Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin 2024: 88-93 - [c8]Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt:
Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. SASHIMI@MICCAI 2024: 146-156 - [i17]Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt:
Unconditional Latent Diffusion Models Memorize Patient Imaging Data. CoRR abs/2402.01054 (2024) - [i16]Marvin Seyfarth, Salman Ul Hassan Dar, Sandy Engelhardt:
Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. CoRR abs/2407.14892 (2024) - 2023
- [j11]Salman Ul Hassan Dar, Saban Öztürk, Muzaffer Özbey, Kader Karli Oguz, Tolga Çukur:
Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. Comput. Biol. Medicine 167: 107610 (2023) - [j10]Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur:
BolT: Fused window transformers for fMRI time series analysis. Medical Image Anal. 88: 102841 (2023) - [j9]Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur:
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88: 102872 (2023) - [j8]Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur:
Federated Learning of Generative Image Priors for MRI Reconstruction. IEEE Trans. Medical Imaging 42(7): 1996-2009 (2023) - [j7]Muzaffer Özbey, Onat Dalmaz, Salman Ul Hassan Dar, Hasan Atakan Bedel, Saban Öztürk, Alper Güngör, Tolga Çukur:
Unsupervised Medical Image Translation With Adversarial Diffusion Models. IEEE Trans. Medical Imaging 42(12): 3524-3539 (2023) - [c7]Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt:
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. DGM4MICCAI 2023: 56-65 - [i15]Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt:
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. CoRR abs/2307.01148 (2023) - 2022
- [j6]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. Medical Image Anal. 78: 102429 (2022) - [j5]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. IEEE Trans. Medical Imaging 41(7): 1747-1763 (2022) - [j4]Mahmut Yurt, Onat Dalmaz, Salman Ul Hassan Dar, Muzaffer Özbey, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. IEEE Trans. Medical Imaging 41(12): 3895-3906 (2022) - [c6]Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur:
A Specificity-Preserving Generative Model for Federated MRI Translation. DeCaF/FAIR@MICCAI 2022: 79-88 - [c5]Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. SIU 2022: 1-4 - [c4]Onat Dalmaz, Baturay Saglam, Kaan Gönç, Salman Ul Hassan Dar, Tolga Çukur:
Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. SIU 2022: 1-4 - [c3]Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur:
Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders. SIU 2022: 1-4 - [i14]Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur:
Federated Learning of Generative Image Priors for MRI Reconstruction. CoRR abs/2202.04175 (2022) - [i13]Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur:
BolT: Fused Window Transformers for fMRI Time Series Analysis. CoRR abs/2205.11578 (2022) - [i12]Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur:
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR abs/2207.05876 (2022) - [i11]Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur:
One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. CoRR abs/2207.06509 (2022) - [i10]Muzaffer Özbey, Salman Ul Hassan Dar, Hasan Atakan Bedel, Onat Dalmaz, Saban Öztürk, Alper Güngör, Tolga Çukur:
Unsupervised Medical Image Translation with Adversarial Diffusion Models. CoRR abs/2207.08208 (2022) - 2021
- [j3]Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Kader Karli Oguz, Tolga Çukur:
mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. Medical Image Anal. 70: 101944 (2021) - [c2]Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur:
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI 2021: 54-64 - [i9]Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur:
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR abs/2101.05218 (2021) - [i8]Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur:
A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors. CoRR abs/2103.07790 (2021) - [i7]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR abs/2105.08059 (2021) - 2020
- [j2]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Berk Tinaz, Tolga Çukur:
Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. IEEE J. Sel. Top. Signal Process. 14(6): 1072-1087 (2020) - [i6]Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tinaz, Kader Karli Oguz, Tolga Çukur:
Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery. CoRR abs/2011.13913 (2020) - [i5]Mahmut Yurt, Salman Ul Hassan Dar, Berk Tinaz, Muzaffer Özbey, Tolga Çukur:
Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. CoRR abs/2011.14347 (2020)
2010 – 2019
- 2019
- [j1]Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur:
Spatially informed voxelwise modeling for naturalistic fMRI experiments. NeuroImage 186: 741-757 (2019) - [i4]Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR abs/1909.11504 (2019) - 2018
- [i3]Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur:
Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. CoRR abs/1802.01221 (2018) - [i2]Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildiz, Tolga Çukur:
Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. CoRR abs/1805.10704 (2018) - 2017
- [c1]Salman Ul Hassan Dar, Tolga Çukur:
Category-selective top-down modulation in the fusiform face area of the human brain during visual search. SIU 2017: 1-4 - [i1]Salman Ul Hassan Dar, Tolga Çukur:
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. CoRR abs/1710.02615 (2017)
Coauthor Index
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