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ORCIDOnat Dalmaz
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2020 – today
- 2024
[j6]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)- [j5]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): 1273-1284 (2024) - [i8]Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur:
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR abs/2405.06789 (2024) - [i7]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 abs/2405.14022 (2024) - 2023
- [j4]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) - [j3]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) - [c11]Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu:
User Feedback-based Online Learning for Intent Classification. ICMI 2023: 613-621 - [c10]Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur:
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU 2023: 1-5 - [i6]Can Koz, Onat Dalmaz, Mertay Dayanc:
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation. CoRR abs/2311.02266 (2023) - 2022
- [j2]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging 41(10): 2598-2614 (2022) - [j1]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) - [c9]Idil Aytekin, Onat Dalmaz, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Tolga Çukur, Haydar Celik:
Detecting COVID-19 from respiratory sound recordings with transformers. Computer-Aided Diagnosis 2022 - [c8]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 - [c7]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 - [c6]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 - [c5]Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur:
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU 2022: 1-4 - [c4]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: 1-4 - [c3]Baturay Saglam, Furkan B. Mutlu, Onat Dalmaz, Suleyman S. Kozat:
Unified Intrinsically Motivated Exploration for Off-Policy Learning in Continuous Action Spaces. SIU 2022: 1-4 - [c2]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: 1-4 - [c1]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 - [i5]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) - [i4]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) - [i3]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) - [i2]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 abs/2207.09529 (2022) - 2021
- [i1]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR abs/2106.16031 (2021)
Coauthor Index
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