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2020 – today
- 2024
[j33]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)- [j32]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) - [j31]Irmak Sivgin, Hasan Atakan Bedel, Saban Öztürk, Tolga Çukur:
A Plug-In Graph Neural Network to Boost Temporal Sensitivity in fMRI Analysis. IEEE J. Biomed. Health Informatics 28(9): 5323-5334 (2024) - [j30]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): 321-334 (2024) - [c48]Fuat Arslan, Melih Berk Yilmaz, Tolga Çukur:
Robust Brain Tumor Segmentation with Deep Residual Supervision and Mixed Precision Training. SIU 2024: 1-4 - [c47]Bilal Kabas, Fuat Arslan, Valiyeh Ansarian Nezhad, Tolga Çukur:
Multi-Contrast MR Image Synthesis with a Brownian Diffusion Model. SIU 2024: 1-4 - [c46]Muhammad Usama Mirza, Fuat Arslan, Tolga Çukur:
Super Resolution MRI via Upscaling Diffusion Bridges. SIU 2024: 1-4 - [c45]Valiyeh Ansarian Nezhad, Gökberk Elmas, Fuat Arslan, Bilal Kabas, Tolga Çukur:
Generalizable Deep MRI Reconstruction with Cross-Site Data Synthesis. SIU 2024: 1-4 - [i30]Fuat Arslan, Bilal Kabas, Onat Dalmaz, Muzaffer Özbey, Tolga Çukur:
Self-Consistent Recursive Diffusion Bridge for Medical Image Translation. CoRR abs/2405.06789 (2024) - [i29]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) - [i28]Alper Güngör, Bahri Batuhan Bilecen, Tolga Çukur:
Bayesian Conditioned Diffusion Models for Inverse Problems. CoRR abs/2406.09768 (2024) - 2023
- [j29]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: 107610 (2023) - [j28]Saban Öztürk, Tolga Çukur:
Focal modulation network for lung segmentation in chest X-ray images. Turkish J. Electr. Eng. Comput. Sci. 31(6): 1006-1020 (2023) - [j27]Fatos Tünay Yarman Vural, Sharlene D. Newman, Tolga Çukur, Itir Önal Ertugrul:
Editorial: Machine learning methods for human brain imaging. Frontiers Neuroinformatics 17 (2023) - [j26]Saban Öztürk, Emin Çelik, Tolga Çukur:
Content-based medical image retrieval with opponent class adaptive margin loss. Inf. Sci. 637: 118938 (2023) - [j25]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) - [j24]Alper Güngör, Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Hasan Atakan Bedel, Gökberk Elmas, Muzaffer Özbey, Tolga Çukur:
Adaptive diffusion priors for accelerated MRI reconstruction. Medical Image Anal. 88: 102872 (2023) - [j23]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): 1996-2009 (2023) - [j22]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) - [c44]Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur:
Deep Learning Reconstruction for Single Pixel Imaging with Generative Adversarial Networks. ICIP 2023: 2060-2064 - [c43]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 - [c42]Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel:
Self-supervised MRI Reconstruction with Unrolled Diffusion Models. MICCAI (10) 2023: 491-501 - [c41]Hasan Atakan Bedel, Tolga Çukur:
Employing Transformer Encoders for Enhanced Functional Connectivity Mapping. SIU 2023: 1-4 - [c40]Onat Dalmaz, Baturay Saglam, Gökberk Elmas, Muhammad Mirza, Tolga Çukur:
Denoising Diffusion Adversarial Models for Unconditional Medical Image Generation. SIU 2023: 1-5 - [c39]Baturalp Güven, Alper Güngör, M. Umut Bahçeci, Tolga Çukur:
A Diffusion-Based Reconstruction Technique for Single Pixel Camera. SIU 2023: 1-4 - [c38]Muhammad Usama Mirza, Tolga Çukur:
Super-Resolution Diffusion Model for Accelerated MRI Reconstruction. SIU 2023: 1-4 - [c37]Saban Öztürk, Tolga Çukur:
Focal Modulation Based End-to-End Multi-Label Classification for Chest X-Ray Image Classification. SIU 2023: 1-4 - [c36]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: 1-4 - [i27]Abdallah Zaid Alkilani, Tolga Çukur, Emine Ulku Saritas:
FD-Net: An Unsupervised Deep Forward-Distortion Model for Susceptibility Artifact Correction in EPI. CoRR abs/2303.10436 (2023) - [i26]Yilmaz Korkmaz, Tolga Çukur, Vishal M. Patel:
Self-Supervised MRI Reconstruction with Unrolled Diffusion Models. CoRR abs/2306.16654 (2023) - [i25]Hasan Atakan Bedel, Tolga Çukur:
DreaMR: Diffusion-driven Counterfactual Explanation for Functional MRI. CoRR abs/2307.09547 (2023) - [i24]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 abs/2309.11421 (2023) - [i23]Saban Öztürk, Mehmet Yigit Turali, Tolga Çukur:
HydraViT: Adaptive Multi-Branch Transformer for Multi-Label Disease Classification from Chest X-ray Images. CoRR abs/2310.06143 (2023) - 2022
- [j21]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): 102925 (2022) - [j20]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: 102429 (2022) - [j19]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): 4679-4690 (2022) - [j18]Kübra Keskin, Ugur Yilmaz, Tolga Çukur:
Constrained Ellipse Fitting for Efficient Parameter Mapping With Phase-Cycled bSSFP MRI. IEEE Trans. Medical Imaging 41(1): 14-26 (2022) - [j17]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): 1747-1763 (2022) - [j16]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual Vision Transformers for Multimodal Medical Image Synthesis. IEEE Trans. Medical Imaging 41(10): 2598-2614 (2022) - [j15]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): 3562-3574 (2022) - [j14]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) - [c35]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 - [c34]Mert Acar, Tolga Çukur, Ilkay Öksüz:
Segmentation-Aware MRI Reconstruction. MLMIR@MICCAI 2022: 53-61 - [c33]Yilmaz Korkmaz, Muzaffer Özbey, Tolga Çukur:
MRI Reconstruction with Conditional Adversarial Transformers. MLMIR@MICCAI 2022: 62-71 - [c32]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 - [c31]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: 105-114 - [c30]Hasan Atakan Bedel, Irmak Sivgin, Tolga Çukur:
A Graphical Network Layer for Lagged Analysis of FMRI Data. SIU 2022: 1-4 - [c29]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 - [c28]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 - [c27]Muhammad Usama Mirza, Onat Dalmaz, Tolga Çukur:
Skip Connections for Medical Image Synthesis with Generative Adversarial Networks. SIU 2022: 1-4 - [c26]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 - [i22]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. CoRR abs/2202.04175 (2022) - [i21]Saban Öztürk, Tolga Çukur:
Deep Clustering via Center-Oriented Margin Free-Triplet Loss for Skin Lesion Detection in Highly Imbalanced Datasets. CoRR abs/2204.02275 (2022) - [i20]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) - [i19]Salman Ul Hassan Dar, Saban Öztürk, Yilmaz Korkmaz, Gökberk Elmas, Muzaffer Özbey, Alper Güngör, Tolga Çukur:
Adaptive Diffusion Priors for Accelerated MRI Reconstruction. CoRR abs/2207.05876 (2022) - [i18]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) - [i17]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) - [i16]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) - [i15]Mert Cemri, Tolga Çukur, Aykut Koç:
Unsupervised Simplification of Legal Texts. CoRR abs/2209.00557 (2022) - [i14]Saban Öztürk, Emin Çelik, Tolga Çukur:
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss. CoRR abs/2211.15371 (2022) - 2021
- [j13]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: 101944 (2021) - [c25]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: 3749-3752 - [c24]Mert Acar, Tolga Çukur, Ilkay Öksüz:
Self-supervised Dynamic MRI Reconstruction. MLMIR@MICCAI 2021: 35-44 - [c23]Yilmaz Korkmaz, Mahmut Yurt, Salman Ul Hassan Dar, Muzaffer Özbey, Tolga Çukur:
Deep MRI Reconstruction with Generative Vision Transformers. MLMIR@MICCAI 2021: 54-64 - [c22]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: 1-4 - [c21]Irem Kaftan, Özgür Bora Gevrek, Tolga Çukur:
Synergistic Reconstruction-Synthesis of Multi-Contrast MRI using Transfer Learning Method. SIU 2021: 1-4 - [c20]Muzaffer Özbey, Tolga Çukur:
Multi-Image Reconstruction in Multi-Contrast MRI. SIU 2021: 1-4 - [i13]Muzaffer Özbey, Mahmut Yurt, Salman Ul Hassan Dar, Tolga Çukur:
Three Dimensional MR Image Synthesis with Progressive Generative Adversarial Networks. CoRR abs/2101.05218 (2021) - [i12]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 abs/2103.07790 (2021) - [i11]Yilmaz Korkmaz, Salman Ul Hassan Dar, Mahmut Yurt, Muzaffer Özbey, Tolga Çukur:
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers. CoRR abs/2105.08059 (2021) - [i10]Onat Dalmaz, Mahmut Yurt, Tolga Çukur:
ResViT: Residual vision transformers for multi-modal medical image synthesis. CoRR abs/2106.16031 (2021) - 2020
- [j12]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): 1072-1087 (2020) - [j11]Mohammad Shahdloo, Emin Çelik, Tolga Çukur:
Biased competition in semantic representation during natural visual search. NeuroImage 216: 116383 (2020) - [c19]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: 8584-8588 - [c18]Muzaffer Özbey, Tolga Çukur:
T1-Weighted Contrast-Enhanced Synthesis for Multi-Contrast MRI Segmentation. SIU 2020: 1-4 - [i9]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 abs/2011.13913 (2020) - [i8]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 abs/2011.14347 (2020)
2010 – 2019
- 2019
- [j10]Emin Çelik, Salman Ul Hassan Dar, Özgür Yilmaz, Ümit Keles, Tolga Çukur:
Spatially informed voxelwise modeling for naturalistic fMRI experiments. NeuroImage 186: 741-757 (2019) - [j9]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): 1677-1689 (2019) - [j8]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): 1701-1714 (2019) - [j7]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): 2070-2080 (2019) - [c17]Lütfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Topic Change Detection on Dialog Based Text. SIU 2019: 1-4 - [i7]Thomas Sanchez, Baran Gözcü, Ruud B. van Heeswijk, Efe Ilicak, Tolga Çukur, Volkan Cevher:
Scalable Learning-Based Sampling Optimization for Compressive Dynamic MRI. CoRR abs/1902.00386 (2019) - [i6]Mahmut Yurt, Salman Ul Hassan Dar, Aykut Erdem, Erkut Erdem, Tolga Çukur:
mustGAN: Multi-Stream Generative Adversarial Networks for MR Image Synthesis. CoRR abs/1909.11504 (2019) - 2018
- [j6]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): 1769-1779 (2018) - [j5]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): 1394-1406 (2018) - [c16]Kübra Keskin, Tolga Çukur:
Elliptical signal model based simultaneous parameter estimation in bSSFP imaging. SIU 2018: 1-4 - [c15]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: 1-4 - [c14]Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Interpretability analysis for Turkish word embeddings. SIU 2018: 1-4 - [c13]Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Generating Semantic Similarity Atlas for Natural Languages. SLT 2018: 795-799 - [i5]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 abs/1802.01221 (2018) - [i4]Baran Gözcü, Rabeeh Karimi Mahabadi, Yen-Huan Li, Efe Ilicak, Tolga Çukur, Jonathan Scarlett, Volkan Cevher:
Learning-Based Compressive MRI. CoRR abs/1805.01266 (2018) - [i3]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 abs/1805.10704 (2018) - 2017
- [j4]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: 247-255 (2017) - [c12]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: 111-117 - [c11]Serhat Ilbey, Can Baris Top, Tolga Çukur, Emine Ulku Saritas, H. Emre Guven:
Image reconstruction for Magnetic Particle Imaging using an Augmented Lagrangian Method. ISBI 2017: 64-67 - [c10]Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven:
A synthesis-based approach to compressive multi-contrast magnetic resonance imaging. ISBI 2017: 696-699 - [c9]Alper Güngör, Emre Kopanoglu, Tolga Çukur, H. Emre Güven:
Fast recovery of compressed multi-contrast magnetic resonance images. Medical Imaging: Image Processing 2017: 101331R - [c8]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: 1-4 - [c7]Efe Ilicak, Tolga Çukur:
Ruber function based reconstruction in accelerated phase-cycled bSSFP acquisitions for increased detection performance. SIU 2017: 1-4 - [c6]Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Semantic similarity between Turkish and European languages using word embeddings. SIU 2017: 1-4 - [c5]Lutfi Kerem Senel, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Measuring cross-lingual semantic similarity across European languages. TSP 2017: 359-363 - [i2]Salman Ul Hassan Dar, Tolga Çukur:
A Transfer-Learning Approach for Accelerated MRI using Deep Neural Networks. CoRR abs/1710.02615 (2017) - [i1]Lutfi Kerem Senel, Ihsan Utlu, Veysel Yücesoy, Aykut Koç, Tolga Çukur:
Semantic Structure and Interpretability of Word Embeddings. CoRR abs/1711.00331 (2017) - 2016
- [c4]Özgür Yilmaz, Emine Ulku Saritas, Tolga Çukur:
Phase-sensitive reconstruction for fat-water separation in multi-coil acquisitions. SIU 2016: 469-472 - [c3]Efe Ilicak, Suheyla Cetin, Emine Ulku Saritas, Gozde B. Unal, Tolga Çukur:
Adaptive reconstruction for vessel preservation in unenhanced MR angiography. SIU 2016: 577-580 - [c2]Sevgi Gokce Kafali, Tolga Çukur, Emine Ulku Saritas:
Simultaneous phase-correction and denoising for diffusion-weighted MRI. SIU 2016: 1313-1316 - [c1]Alper Gungor, Emre Kopanoglu, Tolga Çukur, H. Emre Guven:
Compressed Multi-Contrast Magnetic Resonance Image reconstruction using Augmented Lagrangian Method. SIU 2016: 1985-1988 - 2015
- [j3]Tolga Çukur:
Accelerated Phase-Cycled SSFP Imaging With Compressed Sensing. IEEE Trans. Medical Imaging 34(1): 107-115 (2015) - 2011
- [j2]Tolga Çukur, Michael Lustig, Emine Ulku Saritas, Dwight G. Nishimura:
Signal Compensation and Compressed Sensing for Magnetization-Prepared MR Angiography. IEEE Trans. Medical Imaging 30(5): 1017-1027 (2011) - 2010
- [j1]Tolga Çukur, Juan M. Santos, John M. Pauly, Dwight G. Nishimura:
Variable-Density Parallel Imaging With Partially Localized Coil Sensitivities. IEEE Trans. Medical Imaging 29(5): 1173-1181 (2010)