Tolga Çukur

According to our database, Tolga Çukur authored at least 93 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, March, 2024

DEQ-MPI: A Deep Equilibrium Reconstruction With Learned Consistency for Magnetic Particle Imaging.

Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Emine Ulku Saritas, Tolga Çukur

IEEE Trans. Medical Imaging, January, 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

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, December, 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, December, 2023

Focal modulation network for lung segmentation in chest X-ray images.

Saban Öztürk, Tolga Çukur

Turkish J. Electr. Eng. Comput. Sci., October, 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., August, 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., August, 2023

Content-based medical image retrieval with opponent class adaptive margin loss.

Saban Öztürk, Emin Çelik, Tolga Çukur

Inf. Sci., August, 2023

Editorial: Machine learning methods for human brain imaging.

Fatos Tünay Yarman Vural, Sharlene D. Newman, Tolga Çukur, Itir Önal Ertugrul

Frontiers Neuroinformatics, March, 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

HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images.

Saban Öztürk, M. Yigit Turali, Tolga Çukur

CoRR, 2023

CalibFPA: A Focal Plane Array Imaging System based on Online Deep-Learning Calibration.

Alper Güngör, M. Umut Bahçeci, Yasin Ergen, Ahmet Sözak, O. Oner Ekiz, Tolga Yelboga, Tolga Çukur

CoRR, 2023

DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI.

Hasan Atakan Bedel, Tolga Çukur

CoRR, 2023

Self-Supervised MRI Reconstruction with Unrolled Diffusion Models.

Yilmaz Korkmaz, Tolga Çukur, Vishal Patel

CoRR, 2023

FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI.

Abdallah Zaid Alkilani, Tolga Çukur, Emine Ulku Saritas

CoRR, 2023

A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy.

Can Polat, Alper Güngör, Mustafa Yorulmaz, Bilal Kizilelma, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification.

Saban Öztürk, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Super-Resolution Diffusion Model for Accelerated MRI Reconstruction.

Muhammad Usama Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

A Diffusion-Based Reconstruction Technique for Single Pixel Camera.

Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation.

Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Employing Transformer Encoders for Enhanced Functional Connectivity Mapping.

Hasan Atakan Bedel, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Self-supervised MRI Reconstruction with Unrolled Diffusion Models.

Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

User Feedback-based Online Learning for Intent Classification.

Kaan Gönç, Baturay Saglam, Onat Dalmaz, Tolga Çukur, Suleyman Serdar Kozat, Hamdi Dibeklioglu

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Deep Learning Reconstruction for Single Pixel Imaging with Generative Adversarial Networks.

Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur

Proceedings of the IEEE International Conference on Image Processing, 2023

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

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

Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI.

Kübra Keskin, Ugur Yilmaz, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

TranSMS: Transformers for Super-Resolution Calibration in Magnetic Particle Imaging.

Alper Güngör, Baris Askin, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis.

Onat Dalmaz, Mahmut Yurt, Tolga Çukur

IEEE Trans. Medical Imaging, 2022

Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets.

Saban Öztürk, Tolga Çukur

IEEE J. Biomed. Health Informatics, 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

Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts.

Lütfi Kerem Senel, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç

Inf. Process. Manag., 2022

Unsupervised Simplification of Legal Texts.

Mert Cemri, Tolga Çukur, Aykut Koç

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

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

Improving Image Synthesis Quality in Multi-Contrast MRI Using Transfer Learning via Autoencoders.

Sahan Yoruç Selçuk, Onat Dalmaz, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Skip Connections for Medical Image Synthesis with Generative Adversarial Networks.

Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 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

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

Multi-Contrast MRI Synthesis with Channel-Exchanging-Network.

Onat Dalmaz, Idil Aytekin, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

A Graphical Network Layer for Lagged Analysis of FMRI Data.

Hasan Atakan Bedel, Irmak Sivgin, Tolga Çukur

Proceedings of the 30th Signal Processing and Communications Applications Conference, 2022

MRI Reconstruction with Conditional Adversarial Transformers.

Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

A Specificity-Preserving Generative Model for Federated MRI Translation.

Onat Dalmaz, Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

PP-MPI: A Deep Plug-and-Play Prior for Magnetic Particle Imaging Reconstruction.

Baris Askin, Alper Güngör, Damla Alptekin Soydan, Emine Ulku Saritas, Can Baris Top, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

Segmentation-Aware MRI Reconstruction.

Mert Acar, Tolga Çukur, Ilkay Öksüz

Proceedings of the Machine Learning for Medical Image Reconstruction, 2022

Detecting COVID-19 from respiratory sound recordings with transformers.

Idil Aytekin, Onat Dalmaz, Haydar Ankishan, Emine Ulku Saritas, Ulas Bagci, Tolga Çukur, Haydar Celik

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

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

ResViT: Residual vision transformers for multi-modal medical image synthesis.

Onat Dalmaz, Mahmut Yurt, 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

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks.

Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur

CoRR, 2021

Multi-Image Reconstruction in Multi-Contrast MRI.

Muzaffer Özbey, Tolga Çukur

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Synergistic Reconstruction-Synthesis of Multi-Contrast MRI using Transfer Learning Method.

Irem Kaftan, Özgür Bora Gevrek, Tolga Çukur

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

A CNN Based Super-Resolution Technique for Magnetic Particle Imaging System Matrix.

Bariis Askin, Alper Güngör, Damla Alptekin Soydan, Can Baris Top, Tolga Çukur

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

Deep MRI Reconstruction with Generative Vision Transformers.

Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Self-supervised Dynamic MRI Reconstruction.

Mert Acar, Tolga Çukur, Ilkay Öksüz

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

Deep Learned Super Resolution of System Matrices for Magnetic Particle Imaging.

Alper Güngör, Baris Askin, Damla Alptekin Soydan, Can Baris Top, Tolga Çukur

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

2020

Biased competition in semantic representation during natural visual search.

Mohammad Shahdloo, Emin Çelik, Tolga Çukur

NeuroImage, 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

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

T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation.

Muzaffer Özbey, Tolga Çukur

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI.

Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Armin Eftekhari, Efe Ilicak, Tolga Çukur, Volkan Cevher

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Projection onto Epigraph Sets for Rapid Self-Tuning Compressed Sensing MRI.

Mohammad Shahdloo, Efe Ilicak, Mohammad Tofighi, Emine Ulku Saritas, A. Enis Çetin, Tolga Çukur

IEEE Trans. Medical Imaging, 2019

Statistically Segregated k-Space Sampling for Accelerating Multiple-Acquisition MRI.

Lutfi Kerem Senel, Toygan Kilic, Alper Gungor, Emre Kopanoglu, H. Emre Guven, Emine Ulku Saritas, Aykut Koç, Tolga Çukur

IEEE Trans. Medical Imaging, 2019

Fast System Calibration With Coded Calibration Scenes for Magnetic Particle Imaging.

Serhat Ilbey, Can Baris Top, Alper Güngör, Tolga Çukur, Emine Ulku Saritas, H. Emre Güven

IEEE Trans. Medical Imaging, 2019

Spatially informed voxelwise modeling for naturalistic fMRI experiments.

Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur

NeuroImage, 2019

mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis.

Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur

CoRR, 2019

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI.

Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilicak, Tolga Çukur, Volkan Cevher

CoRR, 2019

Topic Change Detection on Dialog Based Text.

Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

Learning-Based Compressive MRI.

Baran Gozcu, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher

IEEE Trans. Medical Imaging, 2018

Semantic Structure and Interpretability of Word Embeddings.

Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur

IEEE ACM Trans. Audio Speech Lang. Process., 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

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

Generating Semantic Similarity Atlas for Natural Languages.

Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur

Proceedings of the 2018 IEEE Spoken Language Technology Workshop, 2018

Interpretability analysis for Turkish word embeddings.

Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Joint partial fourier and compressed sensing reconstruction for accelerated time-of-flight MR angiography.

Toygan Kilic, Tolga Çukur, Oktay Algin, Emine Ulku Saritas

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Elliptical signal model based simultaneous parameter estimation in bSSFP imaging.

Kübra Keskin, Tolga Çukur

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Sparse representation of two- and three-dimensional images with fractional Fourier, Hartley, linear canonical, and Haar wavelet transforms.

Aykut Koç, Burak Bartan, Erhan Gundogdu, Tolga Çukur, Haldun M. Özaktas

Expert Syst. Appl., 2017

A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks.

Salman Ul Hassan Dar, Tolga Çukur

CoRR, 2017

Measuring cross-lingual semantic similarity across European languages.

Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur

Proceedings of the 40th International Conference on Telecommunications and Signal Processing, 2017

Semantic similarity between Turkish and European languages using word embeddings.

Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Ruber function based reconstruction in accelerated phase-cycled bSSFP acquisitions for increased detection performance.

Efe Ilicak, Tolga Çukur

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Category-selective top-down modulation in the fusiform face area of the human brain during visual search.

Salman Ul Hassan Dar, Tolga Çukur

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Fast recovery of compressed multi-contrast magnetic resonance images.

Alper Güngör, Emre Kopanoglu, Tolga Çukur, H. Emre Güven

Proceedings of the Medical Imaging 2017: Image Processing, 2017

Image reconstruction for Magnetic Particle Imaging using an Augmented Lagrangian Method.

Serhat Ilbey, Can Baris Top, Tolga Çukur, Emine Ulku Saritas, H. Emre Guven

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

A synthesis-based approach to compressive multi-contrast magnetic resonance imaging.

Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Digital computation of fractional Fourier and linear canonical transforms and sparse image representation.

Aykut Koç, Haldun M. Özaktas, Burak Bartan, Erhan Gundogdu, Tolga Çukur

Proceedings of the 2017 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2017

2016

Phase-sensitive reconstruction for fat-water separation in multi-coil acquisitions.

Özgür Yilmaz, Emine Ulku Saritas, Tolga Çukur

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Simultaneous phase-correction and denoising for diffusion-weighted MRI.

Sevgi Gokce Kafali, Tolga Çukur, Emine Ulku Saritas

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Adaptive reconstruction for vessel preservation in unenhanced MR angiography.

Efe Ilicak, Suheyla Cetin, Emine Ulku Saritas, Gozde B. Unal, Tolga Çukur

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Compressed Multi-Contrast Magnetic Resonance Image reconstruction using Augmented Lagrangian Method.

Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

Accelerated Phase-Cycled SSFP Imaging With Compressed Sensing.

Tolga Çukur

IEEE Trans. Medical Imaging, 2015

2011

Signal Compensation and Compressed Sensing for Magnetization-Prepared MR Angiography.

Tolga Çukur, Michael Lustig, Emine Ulku Saritas, Dwight G. Nishimura

IEEE Trans. Medical Imaging, 2011

2010

Variable-Density Parallel Imaging With Partially Localized Coil Sensitivities.

Tolga Çukur, Juan M. Santos, John M. Pauly, Dwight G. Nishimura

IEEE Trans. Medical Imaging, 2010