Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Tolga Çukur

Constrained Ellipse Fitting for Efficient Parameter Mapping with Phase-cycled bSSFP MRI


Jun 06, 2021
Kübra Keskin, Uğur Yılmaz, Tolga Çukur

* 19 pages, 5 figures, 1 table 

  Access Paper or Ask Questions

Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers


May 21, 2021
Yilmaz Korkmaz, Salman UH Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur


  Access Paper or Ask Questions

A Few-Shot Learning Approach for Accelerated MRI via Fusion of Data-Driven and Subject-Driven Priors


Mar 13, 2021
Salman Ul Hassan Dar, Mahmut Yurt, Tolga Çukur

* Accepted for presentation at the 29th Annual Meeting of the International Society of Magnetic Resonance in Medicine (ISMRM) 

  Access Paper or Ask Questions

Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks


Dec 18, 2020
Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur

* Presented on April 4, 2020 in the IEEE International Symposium on Biomedical Imaging (ISBI) 2020 

  Access Paper or Ask Questions

Progressively Volumetrized Deep Generative Models for Data-Efficient Contextual Learning of MR Image Recovery


Dec 03, 2020
Mahmut Yurt, Muzaffer Özbey, Salman Ul Hassan Dar, Berk Tınaz, Kader Karlı Oğuz, Tolga Çukur

* Fixed a typo 

  Access Paper or Ask Questions

Semi-Supervised Learning of Mutually Accelerated Multi-Contrast MRI Synthesis without Fully-Sampled Ground-Truths


Nov 29, 2020
Mahmut Yurt, Salman Ul Hassan Dar, Berk Tınaz, Muzaffer Özbey, Tolga Çukur


  Access Paper or Ask Questions

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


Sep 25, 2019
Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur


  Access Paper or Ask Questions

Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI


Feb 20, 2019
Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilıcak, Tolga Çukur, and Volkan Cevher

* Submission to MRM 

  Access Paper or Ask Questions

Synergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI


May 27, 2018
Salman Ul Hassan Dar, Mahmut Yurt, Mohammad Shahdloo, Muhammed Emrullah Ildız, Tolga Çukur


  Access Paper or Ask Questions

Learning-Based Compressive MRI


May 03, 2018
Baran Gözcü, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilıcak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher

* 13 pages, 6 figures. IEEE TMI (Transactions of Medical Imaging) 

  Access Paper or Ask Questions

Image Synthesis in Multi-Contrast MRI with Conditional Generative Adversarial Networks


Feb 05, 2018
Salman Ul Hassan Dar, Mahmut Yurt, Levent Karacan, Aykut Erdem, Erkut Erdem, Tolga Çukur


  Access Paper or Ask Questions

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


Nov 19, 2017
Salman Ul Hassan Dar, Tolga Çukur


  Access Paper or Ask Questions