Tolga Cukur

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Salman Ul Hassan DarHeidelberg UniversityVerified email at med.uni-heidelberg.de
Emine Ulku SaritasAssociate Professor of Electrical & Electronics Engineering, Bilkent UniversityVerified email at ee.bilkent.edu.tr
Mahmut YurtPhD Student, Stanford UniversityVerified email at stanford.edu
Alper GüngörAselsan & Bilkent UniversityVerified email at bilkent.edu.tr
Efe IlıcakHeidelberg UniversityVerified email at medma.uni-heidelberg.de
Aykut KocAssistant Professor Bilkent UniversityVerified email at bilkent.edu.tr
Jack L. GALLANTUniversity of California at BerkeleyVerified email at berkeley.edu
H. Emre GuvenCognizenVerified email at cognizen.ai
Brian HargreavesProfessor of Radiology, Stanford UniversityVerified email at stanford.edu
Erkut ErdemProfessor of Computer Science, Hacettepe UniversityVerified email at cs.hacettepe.edu.tr
Can Barış TopASELSANVerified email at aselsan.com.tr
Lütfi Kerem ŞENELPhD Candidate, CIS - Ludwig Maximillian University of MunichVerified email at cis.lmu.de
Aykut ErdemAssociate Professor of Computer Science, Koç University, Istanbul, TurkeyVerified email at ku.edu.tr
Alexander HuthAssistant Professor CS & Neuroscience UT AustinVerified email at cs.utexas.edu
Emre KopanogluSenior Lecturer (Assoc. Prof.), CUBRIC, Cardiff UniversityVerified email at cardiff.ac.uk
Shinji NishimotoOsaka University Graduate School of Frontier BiosciencesVerified email at fbs.osaka-u.ac.jp
Michael (Miki) LustigProfessor of Electrical Engineering and Computer Science, UC BerkeleyVerified email at eecs.berkeley.edu
Mo ShahdlooVicon Motion SystemsVerified email at vicon.com
Emin ÇelikPostdoctoral Researcher, Max Planck Institute for Software SystemsVerified email at mpi-sws.org
Levent KaracanIskenderun Technical UniversityVerified email at iste.edu.tr

Tolga Cukur

Professor of Electrical Engineering

Verified email at ee.bilkent.edu.tr - Homepage

Biomedical Imaging Computational Neuroscience Medical Image Analysis Machine Learning Deep Learning


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Image synthesis in multi-contrast MRI with conditional generative adversarial networks SUH Dar, M Yurt, L Karacan, A Erdem, E Erdem, T Cukur IEEE transactions on medical imaging 38 (10), 2375-2388, 2019	455	2019
Attention during natural vision warps semantic representation across the human brain T Cukur, S Nishimoto, AG Huth, JL Gallant Nature neuroscience 16 (6), 763-770, 2013	380	2013
ResViT: Residual vision transformers for multi-modal medical image synthesis O Dalmaz, M Yurt, T Çukur IEEE Transactions on Medical Imaging 41 (10), 2598-2614, 2022	168	2022
A transfer‐learning approach for accelerated MRI using deep neural networks SUH Dar, M Özbey, AB Çatlı, T Çukur Magnetic resonance in medicine 84 (2), 663-685, 2020	162	2020
Prior-guided image reconstruction for accelerated multi-contrast MRI via generative adversarial networks SUH Dar, M Yurt, M Shahdloo, ME Ildız, B Tınaz, T Çukur IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020	134*	2020
Learning-based compressive MRI B Gözcü, RK Mahabadi, YH Li, E Ilıcak, T Cukur, J Scarlett, V Cevher IEEE transactions on medical imaging 37 (6), 1394-1406, 2018	131	2018
Unsupervised MRI reconstruction via zero-shot learned adversarial transformers Y Korkmaz, SUH Dar, M Yurt, M Özbey, T Cukur IEEE Transactions on Medical Imaging 41 (7), 1747-1763, 2022	129	2022
Semantic structure and interpretability of word embeddings LK Şenel, I Utlu, V Yücesoy, A Koc, T Cukur IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (10 …, 2018	121	2018
mustGAN: Multi-stream generative adversarial networks for MR image synthesis M Yurt, SUH Dar, A Erdem, E Erdem, KK Oguz, T Çukur Medical Image Analysis 70, 101944, 2021	112	2021
Prior-guided image reconstruction for accelerated multi-contrast MRI via generative adversarial networks SUH Dar, M Yurt, M Shahdloo, ME Ildız, B Tınaz, T Çukur IEEE Journal of Selected Topics in Signal Processing 14 (6), 1072-1087, 2020	108	2020
Hybrid prospective and retrospective head motion correction to mitigate cross‐calibration errors M Aksoy, C Forman, M Straka, T Çukur, J Hornegger, R Bammer Magnetic resonance in medicine 67 (5), 1237-1251, 2012	86	2012
Improving non‐contrast‐enhanced steady‐state free precession angiography with compressed sensing T Cukur, M Lustig, DG Nishimura Magnetic Resonance in Medicine: An Official Journal of the International …, 2009	81	2009
Unsupervised medical image translation with adversarial diffusion models M Özbey, O Dalmaz, SUH Dar, HA Bedel, Ş Özturk, A Güngör, T Çukur IEEE Transactions on Medical Imaging 42 (12), 3524-3539, 2023	77	2023
Functional subdomains within human FFA T Çukur, AG Huth, S Nishimoto, JL Gallant Journal of Neuroscience 33 (42), 16748-16766, 2013	71	2013
Non‐contrast‐enhanced flow‐independent peripheral MR angiography with balanced SSFP T Çukur, JH Lee, NK Bangerter, BA Hargreaves, DG Nishimura Magnetic Resonance in Medicine: An Official Journal of the International …, 2009	67	2009
Accelerated phase-cycled SSFP imaging with compressed sensing T Çukur IEEE transactions on medical imaging 34 (1), 107-115, 2014	55	2014
Signal compensation and compressed sensing for magnetization-prepared MR angiography T Çukur, M Lustig, EU Saritas, DG Nishimura IEEE transactions on medical imaging 30 (5), 1017-1027, 2011	53	2011
Adaptive diffusion priors for accelerated MRI reconstruction A Güngör, SUH Dar, Ş Öztürk, Y Korkmaz, HA Bedel, G Elmas, M Ozbey, ... Medical Image Analysis, 102872, 2023	52	2023
Federated learning of generative image priors for MRI reconstruction G Elmas, SUH Dar, Y Korkmaz, E Ceyani, B Susam, M Ozbey, ... IEEE Transactions on Medical Imaging, 2022	50	2022
Multiple‐profile homogeneous image combination: application to phase‐cycled SSFP and multicoil imaging T Çukur, M Lustig, DG Nishimura Magnetic resonance in medicine 60 (3), 732-738, 2008	47	2008

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