| Four-chamber heart modeling and automatic segmentation for 3-D cardiac CT volumes using marginal space learning and steerable features Y Zheng, A Barbu, B Georgescu, M Scheuering, D Comaniciu IEEE transactions on medical imaging 27 (11), 1668-1681, 2008 | 672 | 2008 |
| Robust point matching for nonrigid shapes by preserving local neighborhood structures Y Zheng, D Doermann IEEE transactions on pattern analysis and machine intelligence 28 (4), 643-649, 2006 | 337 | 2006 |
| Machine printed text and handwriting identification in noisy document images Y Zheng, H Li, D Doermann IEEE transactions on pattern analysis and machine intelligence 26 (3), 337-353, 2004 | 234 | 2004 |
| Script-independent text line segmentation in freestyle handwritten documents Y Li, Y Zheng, D Doermann, S Jaeger IEEE Transactions on Pattern Analysis and Machine Intelligence 30 (8), 1313-1329, 2008 | 230 | 2008 |
| Fast automatic heart chamber segmentation from 3D CT data using marginal space learning and steerable features Y Zheng, A Barbu, B Georgescu, M Scheuering, D Comaniciu 2007 IEEE 11th International Conference on Computer Vision, 1-8, 2007 | 214 | 2007 |
| Hierarchical, learning-based automatic liver segmentation H Ling, SK Zhou, Y Zheng, B Georgescu, M Suehling, D Comaniciu 2008 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2008 | 185 | 2008 |
| Translating and segmenting multimodal medical volumes with cycle-and shapeconsistency generative adversarial network Z Zhang, L Yang, Y Zheng Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 166 | 2018 |
| Method and system for comprehensive patient-specific modeling of the heart RI Ionasec, I Voigt, V Mihalef, S Grbic, D Vitanovski, Y Wang, Y Zheng, ... US Patent 8,682,626, 2014 | 131 | 2014 |
| 3D Deep Learning for Efficient and Robust Landmark Detection in Volumetric Data Y Zheng, D Liu, B Georgescu, H Nguyen, D Comaniciu MICCAI, 2015 | 125 | 2015 |
| Multi-scale deep reinforcement learning for real-time 3D-landmark detection in CT scans FC Ghesu, B Georgescu, Y Zheng, S Grbic, A Maier, J Hornegger, ... IEEE transactions on pattern analysis and machine intelligence 41 (1), 176-189, 2017 | 116 | 2017 |
| Deep similarity learning for multimodal medical images X Cheng, L Zhang, Y Zheng Computer Methods in Biomechanics and Biomedical Engineering: Imaging …, 2018 | 111 | 2018 |
| Spine detection in CT and MR using iterated marginal space learning BM Kelm, M Wels, SK Zhou, S Seifert, M Suehling, Y Zheng, D Comaniciu Medical image analysis 17 (8), 1283-1292, 2013 | 111 | 2013 |
| Marginal space deep learning: Efficient architecture for volumetric image parsing FC Ghesu, E Krubasik, B Georgescu, V Singh, Y Zheng, J Hornegger, ... IEEE transactions on medical imaging 35 (5), 1217-1228, 2016 | 107 | 2016 |
| Benchmark for algorithms segmenting the left atrium from 3D CT and MRI datasets C Tobon-Gomez, AJ Geers, J Peters, J Weese, K Pinto, R Karim, ... IEEE transactions on medical imaging 34 (7), 1460-1473, 2015 | 102 | 2015 |
| Automatic aorta segmentation and valve landmark detection in C-arm CT: application to aortic valve implantation Y Zheng, M John, R Liao, J Boese, U Kirschstein, B Georgescu, SK Zhou, ... International Conference on Medical Image Computing and Computer-Assisted …, 2010 | 102 | 2010 |
| Signature detection and matching for document image retrieval G Zhu, Y Zheng, D Doermann, S Jaeger IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (11), 2015 …, 2008 | 100 | 2008 |
| Method and system for generating a personalized anatomical heart model R Ionasec, B Georgescu, Y Zheng, D Comaniciu US Patent 9,405,996, 2016 | 90 | 2016 |
| Automatic aorta segmentation and valve landmark detection in C-arm CT for transcatheter aortic valve implantation Y Zheng, M John, R Liao, A Nottling, J Boese, J Kempfert, T Walther, ... IEEE transactions on medical imaging 31 (12), 2307-2321, 2012 | 85 | 2012 |
| A New Algorithm for Detecting Text Line in Handwritten Documents SJ Y. Li, Y. Zheng, D. Doermann Proc. Int’l Workshop on Frontiers in Handwriting Recognition, 1-6, 2006 | 83* | 2006 |
| Deep learning and convolutional neural networks for medical image computing L Lu, Y Zheng, G Carneiro, L Yang Advances in Computer Vision and Pattern Recognition, 2017 | 78 | 2017 |
Dorin ComaniciuSiemens HealthcareVerified email at siemens.com
