Ozan Oktay
Ozan Oktay
Microsoft Research Cambridge
Verified email at microsoft.com - Homepage
TitleCited byYear
Anatomically constrained neural networks (ACNNs): application to cardiac image enhancement and segmentation
O Oktay, E Ferrante, K Kamnitsas, M Heinrich, W Bai, J Caballero, ...
IEEE transactions on medical imaging 37 (2), 384-395, 2017
1282017
Multi-input cardiac image super-resolution using convolutional neural networks
O Oktay, W Bai, M Lee, R Guerrero, K Kamnitsas, J Caballero, ...
International conference on medical image computing and computer-assisted …, 2016
882016
Deepcut: Object segmentation from bounding box annotations using convolutional neural networks
M Rajchl, MCH Lee, O Oktay, K Kamnitsas, J Passerat-Palmbach, W Bai, ...
IEEE transactions on medical imaging 36 (2), 674-683, 2016
792016
Automated cardiovascular magnetic resonance image analysis with fully convolutional networks
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...
Journal of Cardiovascular Magnetic Resonance 20 (1), 65, 2018
562018
Attention u-net: Learning where to look for the pancreas
O Oktay, J Schlemper, LL Folgoc, M Lee, M Heinrich, K Misawa, K Mori, ...
arXiv preprint arXiv:1804.03999, 2018
462018
Standardized evaluation system for left ventricular segmentation algorithms in 3D echocardiography
O Bernard, JG Bosch, B Heyde, M Alessandrini, D Barbosa, ...
IEEE transactions on medical imaging 35 (4), 967-977, 2015
402015
White matter hyperintensity and stroke lesion segmentation and differentiation using convolutional neural networks
R Guerrero, C Qin, O Oktay, C Bowles, L Chen, R Joules, R Wolz, ...
NeuroImage: Clinical 17, 918-934, 2018
382018
Semi-supervised learning for network-based cardiac MR image segmentation
W Bai, O Oktay, M Sinclair, H Suzuki, M Rajchl, G Tarroni, B Glocker, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
372017
Biomechanically driven registration of pre-to intra-operative 3D images for laparoscopic surgery
O Oktay, L Zhang, T Mansi, P Mountney, P Mewes, S Nicolau, L Soler, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2013
312013
Stratified decision forests for accurate anatomical landmark localization in cardiac images
O Oktay, W Bai, R Guerrero, M Rajchl, A de Marvao, DP O’Regan, ...
IEEE transactions on medical imaging 36 (1), 332-342, 2016
282016
Automated Localization of Fetal Organs in MRI Using Random Forests with Steerable Features
K Keraudren, B Kainz, O Oktay, V Kyriakopoulou, M Rutherford, JV Hajnal, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015, 2015
172015
Structured Decision Forests For Multi-modal Ultrasound Image Registration
O Oktay, A Schuh, M Rajchl, K Keraudren, A Gomez, MP Heinrich, ...
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2015, 2015
142015
Learning interpretable anatomical features through deep generative models: Application to cardiac remodeling
C Biffi, O Oktay, G Tarroni, W Bai, A De Marvao, G Doumou, M Rajchl, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
132018
Fully automated segmentation-based respiratory motion correction of multiplanar cardiac magnetic resonance images for large-scale datasets
M Sinclair, W Bai, E Puyol-Antón, O Oktay, D Rueckert, AP King
International Conference on Medical Image Computing and Computer-Assisted …, 2017
132017
BRIEFnet: Deep pancreas segmentation using binary sparse convolutions
MP Heinrich, O Oktay
International Conference on Medical Image Computing and Computer-Assisted …, 2017
132017
Human-level CMR image analysis with deep fully convolutional networks
W Bai, M Sinclair, G Tarroni, O Oktay, M Rajchl, G Vaillant, AM Lee, ...
132017
Adversarial and perceptual refinement for compressed sensing MRI reconstruction
M Seitzer, G Yang, J Schlemper, O Oktay, T Würfl, V Christlein, T Wong, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2018
122018
Attention-gated networks for improving ultrasound scan plane detection
J Schlemper, O Oktay, L Chen, J Matthew, C Knight, B Kainz, B Glocker, ...
arXiv preprint arXiv:1804.05338, 2018
112018
Probabilistic edge map (PEM) for 3D ultrasound image registration and multi-atlas left ventricle segmentation
O Oktay, A Gomez, K Keraudren, A Schuh, W Bai, W Shi, G Penney, ...
International Conference on Functional Imaging and Modeling of the Heart …, 2015
112015
Context-sensitive super-resolution for fast fetal magnetic resonance imaging
S McDonagh, B Hou, A Alansary, O Oktay, K Kamnitsas, M Rutherford, ...
Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and …, 2017
102017
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