Tolga Çukur

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 108

Top Venues

SIU

CoRR

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)
Bilal Kabas, Fuat Arslan, Valiyeh Ansarian Nezhad, Tolga Çukur
Multi-Contrast MR Image Synthesis with a Brownian Diffusion Model. SIU (2024)
Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR (2024)
Valiyeh Ansarian Nezhad, Gökberk Elmas, Fuat Arslan, Bilal Kabas, Tolga Çukur
Generalizable Deep MRI Reconstruction with Cross-Site Data Synthesis. SIU (2024)
Muhammad Usama Mirza, Fuat Arslan, Tolga Çukur
Super Resolution MRI via Upscaling Diffusion Bridges. SIU (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)
Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Emine Ulku Saritas, Tolga Çukur
DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging. IEEE Trans. Medical Imaging 43 (1) (2024)
Fuat Arslan, Melih Berk Yilmaz, Tolga Çukur
Robust Brain Tumor Segmentation with Deep Residual Supervision and Mixed Precision Training. SIU (2024)
Alper Güngör, Bahri Batuhan Bilecen, Tolga Çukur
Bayesian Conditioned Diffusion Models for Inverse Problems. CoRR (2024)
Alper Güngör, M. Umut Bahçeci, Yasin Ergen, Ahmet Sözak, O. Oner Ekiz, Tolga Yelboga, Tolga Çukur
CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration. CoRR (2023)
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 (2023)
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)
Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur
Deep Learning Reconstruction for Single Pixel Imaging with Generative Adversarial Networks. ICIP (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)
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) (2023)
Muhammad Usama Mirza, Tolga Çukur
Super-Resolution Diffusion Model for Accelerated MRI Reconstruction. SIU (2023)
Yilmaz Korkmaz, Tolga Çukur, Vishal Patel
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models. CoRR (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)
Abdallah Zaid Alkilani, Tolga Çukur, Emine Ulku Saritas
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI. CoRR (2023)
Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel
Self-supervised MRI Reconstruction with Unrolled Diffusion Models. MICCAI (10) (2023)
Saban Öztürk, M. Yigit Turali, Tolga Çukur
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images. CoRR (2023)
Hasan Atakan Bedel, Tolga Çukur
Employing Transformer Encoders for Enhanced Functional Connectivity Mapping. SIU (2023)
Saban Öztürk, Tolga Çukur
Focal modulation network for lung segmentation in chest X-ray images. Turkish J. Electr. Eng. Comput. Sci. 31 (6) (2023)
Fatos Tünay Yarman Vural, Sharlene D. Newman, Tolga Çukur, Itir Önal Ertugrul
Editorial: Machine learning methods for human brain imaging. Frontiers Neuroinformatics 17 (2023)
Can Polat, Alper Güngör, Mustafa Yorulmaz, Bilal Kizilelma, Tolga Çukur
A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy. SIU (2023)
Saban Öztürk, Tolga Çukur
Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification. SIU (2023)
Hasan Atakan Bedel, Tolga Çukur
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI. CoRR (2023)
Saban Öztürk, Emin Çelik, Tolga Çukur
Content-based medical image retrieval with opponent class adaptive margin loss. Inf. Sci. 637 (2023)
Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur
A Diffusion-Based Reconstruction Technique for Single Pixel Camera. SIU (2023)
Alper Güngör, Salman UH Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan A. Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88 (2023)
Usama Mirza, Onat Dalmaz, Tolga Çukur
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU (2022)
Hasan Atakan Bedel, Irmak Sivgin, Tolga Çukur
A Graphical Network Layer for Lagged Analysis of FMRI Data. SIU (2022)
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) (2022)
Saban Öztürk, Tolga Çukur
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. IEEE J. Biomed. Health Informatics 26 (9) (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)
Alper Güngör, Baris Askin, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, Tolga Çukur
TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging. IEEE Trans. Medical Imaging 41 (12) (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)
Mert Acar, Tolga Çukur, Ilkay Öksüz
Segmentation-Aware MRI Reconstruction. MLMIR@MICCAI (2022)
Gokberk 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 (2022)
Baris Askin, Alper Güngör, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, Tolga Çukur
PP-MPI: A Deep Plug-and-Play Prior for Magnetic Particle Imaging Reconstruction. MLMIR@MICCAI (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)
Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur
MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI (2022)
Kübra Keskin, Ugur Yilmaz, Tolga Çukur
Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI. IEEE Trans. Medical Imaging 41 (1) (2022)
Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts. Inf. Process. Manag. 59 (3) (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)
Mert Cemri, Tolga Çukur, Aykut Koç
Unsupervised Simplification of Legal Texts. CoRR (2022)
Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR (2022)
Saban Öztürk, Emin Çelik, Tolga Çukur
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss. CoRR (2022)
Saban Öztürk, Tolga Çukur
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. CoRR (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)
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 (2022)
Bariis Askin, Alper Güngör, Damla Alptekin Soydan, Can Baris Top, Tolga Çukur
A CNN Based Super-Resolution Technique for Magnetic Particle Imaging System Matrix. SIU (2021)
Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR (2021)
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 (2021)
Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Tolga Çukur
Deep Learned Super Resolution of System Matrices for Magnetic Particle Imaging. EMBC (2021)
Mert Acar, Tolga Çukur, Ilkay Öksüz
Self-supervised Dynamic MRI Reconstruction. MLMIR@MICCAI (2021)
Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI (2021)
Onat Dalmaz, Mahmut Yurt, Tolga Çukur
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR (2021)
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 (2021)
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR (2021)
Muzaffer Özbey, Tolga Çukur
Multi-Image Reconstruction in Multi-Contrast MRI. SIU (2021)
Irem Kaftan, Özgür Bora Gevrek, Tolga Çukur
Synergistic Reconstruction-Synthesis of Multi-Contrast MRI using Transfer Learning Method. SIU (2021)
Muzaffer Özbey, Tolga Çukur
T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU (2020)
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) (2020)
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 (2020)
Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Armin Eftekhari, Efe Ilicak, Tolga Çukur, Volkan Cevher
Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. ICASSP (2020)
Mohammad Shahdloo, Emin Çelik, Tolga Çukur
Biased competition in semantic representation during natural visual search. NeuroImage 216 (2020)
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 (2020)
Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilicak, Tolga Çukur, Volkan Cevher
Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. CoRR (2019)
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR (2019)
Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Topic Change Detection on Dialog Based Text. SIU (2019)
Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur
Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI. IEEE Trans. Medical Imaging 38 (7) (2019)
Serhat Ilbey, Can Baris Top, Alper Güngör, Tolga Çukur, Emine Ulku Saritas, H. Emre Güven
Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging. IEEE Trans. Medical Imaging 38 (9) (2019)
Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur
Spatially informed voxelwise modeling for naturalistic fMRI experiments. NeuroImage 186 (2019)
Mohammad Shahdloo, Efe Ilicak, Mohammad Tofighi, Emine Ulku Saritas, A. Enis Çetin, Tolga Çukur
Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI. IEEE Trans. Medical Imaging 38 (7) (2019)
Toygan Kilic, Tolga Çukur, Oktay Algin, Emine Ulku Saritas
Joint partial fourier and compressed sensing reconstruction for accelerated time-of-flight MR angiography. SIU (2018)
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Semantic Structure and Interpretability of Word Embeddings. IEEE ACM Trans. Audio Speech Lang. Process. 26 (10) (2018)
Kübra Keskin, Tolga Çukur
Elliptical signal model based simultaneous parameter estimation in bSSFP imaging. SIU (2018)
Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Generating Semantic Similarity Atlas for Natural Languages. SLT (2018)
Baran Gozcu, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher
Learning-Based Compressive MRI. IEEE Trans. Medical Imaging 37 (6) (2018)
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 (2018)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Interpretability analysis for Turkish word embeddings. SIU (2018)
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 (2018)
Baran Gözcü, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher
Learning-Based Compressive MRI. CoRR (2018)
Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas
Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms. Expert Syst. Appl. 77 (2017)
Efe Ilicak, Tolga Çukur
Ruber function based reconstruction in accelerated phase-cycled bSSFP acquisitions for increased detection performance. SIU (2017)
Salman Ul Hassan Dar, Tolga Çukur
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. CoRR (2017)
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)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Measuring cross-lingual semantic similarity across European languages. TSP (2017)
Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur
Semantic similarity between Turkish and European languages using word embeddings. SIU (2017)
Alper Güngör, Emre Kopanoglu, Tolga Çukur, H. Emre Güven
Fast recovery of compressed multi-contrast magnetic resonance images. Medical Imaging: Image Processing (2017)
Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur
Digital computation of fractional Fourier and linear canonical transforms and sparse image representation. APSIPA (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Tolga Çukur