| 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 | 714 | 2018 |
| Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 499 | 2018 |
| 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 | 394 | 2017 |
| Ensembles of multiple models and architectures for robust brain tumour segmentation K Kamnitsas, W Bai, E Ferrante, S McDonagh, M Sinclair, N Pawlowski, ... International MICCAI brainlesion workshop, 450-462, 2017 | 283 | 2017 |
| 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 | 257 | 2018 |
| Attention gated networks: Learning to leverage salient regions in medical images J Schlemper, O Oktay, M Schaap, M Heinrich, B Kainz, B Glocker, ... Medical image analysis 53, 197-207, 2019 | 252 | 2019 |
| 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 | 202 | 2016 |
| Magnetic resonance–derived 3-dimensional blood flow patterns in the main pulmonary artery as a marker of pulmonary hypertension and a measure of elevated mean pulmonary … G Reiter, U Reiter, G Kovacs, B Kainz, K Schmidt, R Maier, H Olschewski, ... Circulation: Cardiovascular Imaging 1 (1), 23-30, 2008 | 197 | 2008 |
| SonoNet: real-time detection and localisation of fetal standard scan planes in freehand ultrasound CF Baumgartner, K Kamnitsas, J Matthew, TP Fletcher, S Smith, LM Koch, ... IEEE transactions on medical imaging 36 (11), 2204-2215, 2017 | 128 | 2017 |
| Intra‐and interobserver variability in fetal ultrasound measurements I Sarris, C Ioannou, P Chamberlain, E Ohuma, F Roseman, L Hoch, ... Ultrasound in obstetrics & gynecology 39 (3), 266-273, 2012 | 115 | 2012 |
| Fast volume reconstruction from motion corrupted stacks of 2D slices B Kainz, M Steinberger, W Wein, M Kuklisova-Murgasova, ... IEEE transactions on medical imaging 34 (9), 1901-1913, 2015 | 112 | 2015 |
| Advances in automatic differentiation CH Bischof, HM Bücker, P Hovland, U Naumann, J Utke Springer Berlin Heidelberg, 2008 | 105 | 2008 |
| Automated fetal brain segmentation from 2D MRI slices for motion correction K Keraudren, M Kuklisova-Murgasova, V Kyriakopoulou, C Malamateniou, ... NeuroImage 101, 633-643, 2014 | 79 | 2014 |
| Omnikinect: Real-time dense volumetric data acquisition and applications B Kainz, S Hauswiesner, G Reitmayr, M Steinberger, R Grasset, L Gruber, ... Proceedings of the 18th ACM symposium on Virtual reality software and …, 2012 | 79 | 2012 |
| ScatterAlloc: Massively parallel dynamic memory allocation for the GPU M Steinberger, M Kenzel, B Kainz, D Schmalstieg 2012 Innovative Parallel Computing (InPar), 1-10, 2012 | 70 | 2012 |
| Ray casting of multiple volumetric datasets with polyhedral boundaries on manycore GPUs B Kainz, M Grabner, A Bornik, S Hauswiesner, J Muehl, D Schmalstieg ACM Transactions on Graphics (TOG) 28 (5), 1-9, 2009 | 65 | 2009 |
| Evaluating reinforcement learning agents for anatomical landmark detection A Alansary, O Oktay, Y Li, L Le Folgoc, B Hou, G Vaillant, K Kamnitsas, ... Medical image analysis 53, 156-164, 2019 | 58 | 2019 |
| Dltk: State of the art reference implementations for deep learning on medical images N Pawlowski, SI Ktena, MCH Lee, B Kainz, D Rueckert, B Glocker, ... arXiv preprint arXiv:1711.06853, 2017 | 56 | 2017 |
| Softshell: dynamic scheduling on gpus M Steinberger, B Kainz, B Kerbl, S Hauswiesner, M Kenzel, ... ACM Transactions on Graphics (TOG) 31 (6), 1-11, 2012 | 50 | 2012 |
| 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 | 48 | 2018 |
Daniel RueckertTechnical University of Munich and Imperial College LondonVerified email at tum.de
