Onat Dalmaz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 25

Top Topics

Intrinsic Motivation

Vessel Segmentation

Continuous Action

Image Synthesis

Top Venues

IEEE Trans. Medical Imaging

Medical Image Anal.

Publications

Omer F. Atli, Bilal Kabas, Fuat Arslan, Mahmut Yurt, Onat Dalmaz, Tolga Çukur
I2I-Mamba: Multi-modal medical image synthesis via selective state space modeling. CoRR (2024)
Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR (2024)
Idil Aytekin, Onat Dalmaz, Kaan Gonc, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Haydar Celik, Tolga Çukur
COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers. IEEE J. Biomed. Health Informatics 28 (3) (2024)
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 (2024)
Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu
User Feedback-based Online Learning for Intent Classification. ICMI (2023)
Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU (2023)
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) (2023)
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 (2023)
Can Koz, Onat Dalmaz, Mertay Dayanc
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation. CoRR (2023)
Usama Mirza, Onat Dalmaz, Tolga Çukur
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU (2022)
Baturay Saglam, Onat Dalmaz, Kaan Gonc, Suleyman S. Kozat
Improving the Performance of Batch-Constrained Reinforcement Learning in Continuous Action Domains via Generative Adversarial Networks. SIU (2022)
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) (2022)
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)
Hasan Atakan Bedel, Irmak Sivgin, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur
BolT: Fused Window Transformers for fMRI Time Series Analysis. CoRR (2022)
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)
Onat Dalmaz, Mahmut Yurt, Tolga Çukur
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging 41 (10) (2022)
Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
Multi-Contrast MRI Synthesis with Channel-Exchanging-Network. SIU (2022)
Idil Aytekin, Onat Dalmaz, Kaan Gonc, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Haydar Celik, Tolga Çukur
COVID-19 Detection from Respiratory Sounds with Hierarchical Spectrogram Transformers. CoRR (2022)
Onat Dalmaz, 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 (2022)
Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat
Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU (2022)
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 (2022)
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)
Idil Aytekin, Onat Dalmaz, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Tolga Çukur, Haydar Celik
Detecting COVID-19 from respiratory sound recordings with transformers. Medical Imaging: Computer-Aided Diagnosis (2022)
Baturay Saglam, Furkan B. Mutlu, Kaan Gonc, Onat Dalmaz, Suleyman S. Kozat
An Intrinsic Motivation Based Artificial Goal Generation in On-Policy Continuous Control. SIU (2022)
Onat Dalmaz, Mahmut Yurt, Tolga Çukur
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR (2021)