Category-selective top-down modulation in the fusiform face area of the human brain during visual search. - Salman Ul Hassan Dar; Tolga Çukur (SIU, 2017)

A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. - Salman Ul Hassan Dar; Tolga Çukur (CoRR, 2017)

Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks. - Salman Ul Hassan Dar; Mahmut Yurt; Levent Karacan; Aykut Erdem; Erkut Erdem; Tolga Çukur (CoRR, 2018)

Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI. - Salman Ul Hassan Dar; Mahmut Yurt; Mohammad Shahdloo; Muhammed Emrullah Ildiz; Tolga Çukur (CoRR, 2018)

mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. - Mahmut Yurt; Salman Ul Hassan Dar; Aykut Erdem; Erkut Erdem; Tolga Çukur (CoRR, 2019)

Spatially informed voxelwise modeling for naturalistic fMRI experiments. - Emin Çelik; Salman Ul Hassan Dar; Özgür Yilmaz; Ümit Keles; Tolga Çukur (NeuroImage, 2019)

Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths. - Mahmut Yurt; Salman Ul Hassan Dar; Berk Tinaz; Muzaffer Özbey; Tolga Çukur (CoRR, 2020)

Prior-Guided Image Reconstruction for Accelerated Multi-Contrast MRI via Generative Adversarial Networks. - Salman Ul Hassan Dar; Mahmut Yurt; Mohammad Shahdloo; Muhammed Emrullah Ildiz; Berk Tinaz; Tolga Çukur (IEEE J. Sel. Top. Signal Process., 2020)

Deep MRI Reconstruction with Generative Vision Transformers. - Yilmaz Korkmaz; Mahmut Yurt; Salman Ul Hassan Dar; Muzaffer Özbey; Tolga Çukur (MLMIR@MICCAI, 2021)

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. - Muzaffer Özbey; Mahmut Yurt; Salman Ul Hassan Dar; Tolga Çukur (CoRR, 2021)

A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors. - Salman Ul Hassan Dar; Mahmut Yurt; Tolga Çukur (CoRR, 2021)

mustGAN: multi-stream Generative Adversarial Networks for MR Image Synthesis. - Mahmut Yurt; Salman Ul Hassan Dar; Aykut Erdem; Erkut Erdem; Kader Karli Oguz; Tolga Çukur (Medical Image Anal., 2021)

A Specificity-Preserving Generative Model for Federated MRI Translation. - Onat Dalmaz; Usama Mirza; Gökberk Elmas; Muzaffer Özbey; Salman Ul Hassan Dar; Tolga Çukur (DeCaF/FAIR@MICCAI, 2022)

Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. - Onat Dalmaz; Idil Aytekin; Salman Ul Hassan Dar; Aykut Erdem; Erkut Erdem; Tolga Çukur (SIU, 2022)

Bottleneck Sharing Generative Adversarial Networks for Unified Multi-Contrast MR Image Synthesis. - Onat Dalmaz; Baturay Saglam; Kaan Gönç; Salman Ul Hassan Dar; Tolga Çukur (SIU, 2022)

Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders. - Sahan Yoruç Selçuk; Onat Dalmaz; Salman Ul Hassan Dar; Tolga Çukur (SIU, 2022)

Adaptive Diffusion Priors for Accelerated MRI Reconstruction. - Salman Ul Hassan Dar; Saban Öztürk; Yilmaz Korkmaz; Gökberk Elmas; Muzaffer Özbey; Alper Güngör; Tolga Çukur (CoRR, 2022)

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis. - Onat Dalmaz; Muhammad Usama Mirza; Gökberk Elmas; Muzaffer Özbey; Salman Ul Hassan Dar; Emir Ceyani; Salman Avestimehr; Tolga Çukur (CoRR, 2022)

Progressively volumetrized deep generative models for data-efficient contextual learning of MR image recovery. - Mahmut Yurt; Muzaffer Özbey; Salman Ul Hassan Dar; Berk Tinaz; Kader Karli Oguz; Tolga Çukur (Medical Image Anal., 2022)

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. - Yilmaz Korkmaz; Salman Ul Hassan Dar; Mahmut Yurt; Muzaffer Özbey; Tolga Çukur (IEEE Trans. Medical Imaging, 2022)

Semi-Supervised Learning of MRI Synthesis Without Fully-Sampled Ground Truths. - Mahmut Yurt; Onat Dalmaz; Salman Ul Hassan Dar; Muzaffer Özbey; Berk Tinaz; Kader Karli Oguz; Tolga Çukur (IEEE Trans. Medical Imaging, 2022)

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. - Salman Ul Hassan Dar; Arman Ghanaat; Jannik Kahmann; Isabelle Ayx; Theano Papavassiliu; Stefan O. Schönberg; Sandy Engelhardt (DGM4MICCAI, 2023)

Federated Learning of Generative Image Priors for MRI Reconstruction. - Gökberk Elmas; Salman Ul Hassan Dar; Yilmaz Korkmaz; Emir Ceyani; Burak Susam; Muzaffer Özbey; Salman Avestimehr; Tolga Çukur (IEEE Trans. Medical Imaging, 2023)

BolT: Fused window transformers for fMRI time series analysis. - Hasan Atakan Bedel; Irmak Sivgin; Onat Dalmaz; Salman Ul Hassan Dar; Tolga Çukur (Medical Image Anal., 2023)

Adaptive diffusion priors for accelerated MRI reconstruction. - Alper Güngör; Salman Ul Hassan Dar; Saban Öztürk; Yilmaz Korkmaz; Hasan Atakan Bedel; Gökberk Elmas; Muzaffer Özbey; Tolga Çukur (Medical Image Anal., 2023)

Parallel-stream fusion of scan-specific and scan-general priors for learning deep MRI reconstruction in low-data regimes. - Salman Ul Hassan Dar; Saban Öztürk; Muzaffer Özbey; Kader Karli Oguz; Tolga Çukur (Comput. Biol. Medicine, 2023)

Unsupervised Medical Image Translation With Adversarial Diffusion Models. - Muzaffer Özbey; Onat Dalmaz; Salman Ul Hassan Dar; Hasan Atakan Bedel; Saban Öztürk; Alper Güngör; Tolga Çukur (IEEE Trans. Medical Imaging, 2023)

Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. - Salman Ul Hassan Dar; Isabelle Ayx; Marie Kapusta; Theano Papavassiliu; Stefan O. Schönberg; Sandy Engelhardt (Bildverarbeitung für die Medizin, 2024)

Latent Pollution Model: The Hidden Carbon Footprint in 3D Image Synthesis. - Marvin Seyfarth; Salman Ul Hassan Dar; Sandy Engelhardt (SASHIMI@MICCAI, 2024)

Unconditional Latent Diffusion Models Memorize Patient Imaging Data. - Salman Ul Hassan Dar; Marvin Seyfarth; Jannik Kahmann; Isabelle Ayx; Theano Papavassiliu; Stefan O. Schönberg; Sandy Engelhardt (CoRR, 2024)

One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis. - Onat Dalmaz; Muhammad Usama Mirza; Gökberk Elmas; Muzaffer Özbey; Salman Ul Hassan Dar; Emir Ceyani; Kader Karli Oguz; Salman Avestimehr; Tolga Çukur (Medical Image Anal., 2024)

MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. - Marvin Seyfarth; Salman Ul Hassan Dar; Isabelle Ayx; Matthias Alexander Fink; Stefan O. Schönberg; Hans-Ulrich Kauczor; Sandy Engelhardt (CoRR, 2025)