Convolutional neural networks for direct inference of pharmacokinetic parameters: application to stroke dynamic contrast-enhanced MRI C Ulas, D Das, MJ Thrippleton, MC Valdés Hernández, PA Armitage, ... Frontiers in neurology 9, 1147, 2019 | 58 | 2019 |
DeepASL: Kinetic model incorporated loss for denoising arterial spin labeled MRI via deep residual learning C Ulas, G Tetteh, S Kaczmarz, C Preibisch, BH Menze Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 38 | 2018 |
Direct estimation of pharmacokinetic parameters from DCE-MRI using deep CNN with forward physical model loss C Ulas, G Tetteh, MJ Thrippleton, PA Armitage, SD Makin, JM Wardlaw, ... International conference on medical image computing and computer-assisted …, 2018 | 32 | 2018 |
Incorporation of a language model into a brain computer interface based speller through HMMs Ç Ulaş, M Çetin 2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013 | 18 | 2013 |
Learning a spatiotemporal dictionary for magnetic resonance fingerprinting with compressed sensing PA Gómez, C Ulas, JI Sperl, T Sprenger, M Molina-Romero, MI Menzel, ... Patch-Based Techniques in Medical Imaging: First International Workshop …, 2015 | 15 | 2015 |
Spatio-temporal MRI reconstruction by enforcing local and global regularity via dynamic total variation and nuclear norm minimization C Ulas, PA Gómez, JI Sperl, C Preibisch, BH Menze 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 306-309, 2016 | 12 | 2016 |
Simultaneous parameter mapping, modality synthesis, and anatomical labeling of the brain with MR fingerprinting PA Gómez, M Molina-Romero, C Ulas, G Bounincontri, JI Sperl, DK Jones, ... Medical Image Computing and Computer-Assisted Intervention-MICCAI 2016: 19th …, 2016 | 12 | 2016 |
An approach to the segmentation of multi-page document flow using binary classification O Agin, C Ulas, M Ahat, C Bekar Sixth International Conference on Graphic and Image Processing (ICGIP 2014 …, 2015 | 10 | 2015 |
Turkish labeled text corpus S Özturk, B Sankur, T Gungör, MB Yilmaz, B Köroǧlu, O Aǧin, M İşbilen, ... 2014 22nd Signal Processing and Communications Applications Conference (SIU …, 2014 | 10 | 2014 |
3D magnetic resonance fingerprinting with a clustered spatiotemporal dictionary PA Gómez, G Buonincontri, M Molina-Romero, C Ulas, JI Sperl, ... Proceedings of the International Society of Magnetic Resonance in Medicine …, 2016 | 9 | 2016 |
Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints C Ulas, C Preibisch, J Sperl, T Pyka, J Kalpathy-Cramer, B Menze arXiv preprint arXiv:1708.07808, 2017 | 4 | 2017 |
A Robust Reconstruction Method for Quantitative Perfusion MRI: Application to Brain Dynamic Susceptibility Contrast (DSC) Imaging C Ulas, PA Gomez, JI Sperl, C Preibisch, MI Menzel, A Haase, BH Menze Proceedings of the International Society of Magnetic Resonance in Medicine …, 2017 | 4 | 2017 |
Incorporation of a language model into a brain computer interface based speller Ç Ulaş | 4 | 2013 |
Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints C Ulas, PA Gómez, F Krahmer, JI Sperl, MI Menzel, BH Menze | 3 | 2016 |
The first Brain-Computer Interface utilizing a Turkish language model Ç Ulaş, M Çetin 2013 21st Signal Processing and Communications Applications Conference (SIU …, 2013 | 2 | 2013 |
Estimation of Pharmacokinetic Parameters in Dynamic Contrast Enhanced MRI Via Random Forest Regression C Ulas, MJ Thrippleton, I Marshall, M Davies, PA Armitage, SD Makin, ... Proc Intl Soc Mag Reson Med, 2018 | 1 | 2018 |
A Supervised Learning Approach for the Fusion of Multiple Classifier Outputs C Ulas, B Koroglu, C Bekar, O Burcak, O Agin International Journal of Signal Processing Systems 4 (3), 198-203, 2016 | 1 | 2016 |
Advanced reconstruction techniques in perfusion magnetic resonance imaging C Ulas Technische Universität München, 2021 | | 2021 |
A Spatio-temporal Denoising Approach based on Total Variation Regularization for Arterial Spin Labeling C Ulas, S Kaczmarz, C Preibisch, JI Sperl, MI Menzel, A Haase, ... Proceedings of the International Society of Magnetic Resonance in Medicine …, 2017 | | 2017 |
Document Image Classification Via AdaBoost and ECOC Strategies Based on SVM Learners. M Ahat, C Ulas, O Agin IJCCI (NCTA), 250-255, 2014 | | 2014 |