ResViT: Residual vision transformers for multi-modal medical image synthesis. - Onat Dalmaz; Mahmut Yurt; Tolga Çukur (CoRR, 2021)

Detecting COVID-19 from respiratory sound recordings with transformers. - Idil Aytekin; Onat Dalmaz; Haydar Ankishan; Emine Ulku Saritas; Ulas Bagci; Tolga Çukur; Haydar Celik (Computer-Aided Diagnosis, 2022)

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)

Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. - Muhammad Usama Mirza; Onat Dalmaz; Tolga Çukur (SIU, 2022)

Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. - Baturay Saglam; Onat Dalmaz; Kaan Gonc; Suleyman S. Kozat (SIU, 2022)

Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. - Baturay Saglam; Furkan B. Mutlu; Onat Dalmaz; Suleyman S. Kozat (SIU, 2022)

An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. - Baturay Saglam; Furkan B. Mutlu; Kaan Gonc; Onat Dalmaz; Suleyman S. Kozat (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)

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)

ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. - Onat Dalmaz; Mahmut Yurt; 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)

User Feedback-based Online Learning for Intent Classification. - Kaan Gönç; Baturay Saglam; Onat Dalmaz; Tolga Çukur; Suleyman Serdar Kozat; Hamdi Dibeklioglu (ICMI, 2023)

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. - Onat Dalmaz; Baturay Saglam; Gökberk Elmas; Muhammad Usama Mirza; Tolga Çukur (SIU, 2023)

Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation. - Can Koz; Onat Dalmaz; Mertay Dayanc (CoRR, 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)

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)

I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. - Omer F. Atli; Bilal Kabas; Fuat Arslan; Mahmut Yurt; Onat Dalmaz; Tolga Çukur (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)

COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers. - Idil Aytekin; Onat Dalmaz; Kaan Gonc; Haydar Ankishan; Emine Ulku Saritas; Ulas Bagci; Haydar Celik; Tolga Çukur (IEEE J. Biomed. Health Informatics, 2024)

Self-consistent recursive diffusion bridge for medical image translation. - Fuat Arslan; Bilal Kabas; Onat Dalmaz; Muzaffer Özbey; Tolga Çukur (Medical Image Anal., 2025)

Efficient Noise Calculation in Deep Learning-based MRI Reconstructions. - Onat Dalmaz; Arjun D. Desai; Reinhard Heckel; Tolga Çukur; Akshay S. Chaudhari; Brian A. Hargreaves (CoRR, 2025)