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David Liu
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Method and system for anatomical object detection using marginal space deep neural networks
B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu
US Patent 9,730,643, 2017
2752017
3D deep learning for efficient and robust landmark detection in volumetric data
Y Zheng, D Liu, B Georgescu, H Nguyen, D Comaniciu
Medical Image Computing and Computer-Assisted Intervention--MICCAI 2015 …, 2015
2222015
Integrated feature selection and higher-order spatial feature extraction for object categorization
D Liu, G Hua, P Viola, T Chen
2008 IEEE conference on computer vision and pattern recognition, 1-8, 2008
1882008
Hierarchical parsing and semantic navigation of full body CT data
S Seifert, A Barbu, SK Zhou, D Liu, J Feulner, M Huber, M Suehling, ...
Medical Imaging 7259, 725902, 2009
1792009
Method and system for anatomical object detection using marginal space deep neural networks
B Georgescu, Y Zheng, H Nguyen, VK Singh, D Comaniciu, D Liu
US Patent 9,668,699, 2017
1712017
Method and system for approximating deep neural networks for anatomical object detection
D Liu, N Lay, SK Zhou, J Kretschmer, H Nguyen, VK Singh, Y Zheng, ...
US Patent 9,633,306, 2017
1462017
A hierarchical visual model for video object summarization
D Liu, G Hua, T Chen
IEEE transactions on pattern analysis and machine intelligence 32 (12), 2178 …, 2010
1392010
Automatic vertebra labeling in large-scale 3D CT using deep image-to-image network with message passing and sparsity regularization
D Yang, T Xiong, D Xu, Q Huang, D Liu, SK Zhou, Z Xu, JH Park, M Chen, ...
Information Processing in Medical Imaging: 25th International Conference …, 2017
1292017
Automatic Detection and Segmentation of Lymph Nodes from CT Data
A Barbu, M Suehling, X Xu, D Liu, SK Zhou, D Comaniciu
IEEE transactions on medical imaging, 2011
1162011
Unsupervised image categorization and object localization using topic models and correspondences between images
D Liu, T Chen
2007 IEEE 11th International Conference on Computer Vision, 1-7, 2007
842007
Deep image-to-image network learning for medical image analysis
SK Zhou, D Comaniciu, B Georgescu, Y Zheng, D Liu, D Xu
US Patent 9,760,807, 2017
762017
Early therapy response assessment of lesions
D Liu, SK Zhou, M Kramer, M Sühling, C Tietjen, G Soza, A Wimmer
US Patent 9,655,563, 2017
752017
Search strategies for multiple landmark detection by submodular maximization
D Liu, KS Zhou, D Bernhardt, D Comaniciu
2010 IEEE computer society conference on computer vision and pattern …, 2010
712010
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images
D Wu, D Liu, Z Puskas, C Lu, A Wimmer, C Tietjen, G Soza, SK Zhou
2012 IEEE Conference on Computer Vision and Pattern Recognition, 980-987, 2012
642012
Automatic detection and segmentation of axillary lymph nodes
A Barbu, M Suehling, X Xu, D Liu, S Zhou, D Comaniciu
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2010, 28-36, 2010
642010
Method and system for patient-specific computational modeling and simulation for coupled hemodynamic analysis of cerebral vessels
P Sharma, T Mansi, V Mihalef, J Zhang, D Liu, SK Zhou, B Georgescu, ...
US Patent 9,141,763, 2015
532015
Multiple landmark detection in medical images based on hierarchical feature learning and end-to-end training
D Xu, T Xiong, D Liu, SK Zhou, M Chen, D Comaniciu
US Patent 10,210,613, 2019
512019
A topic-motion model for unsupervised video object discovery
D Liu, T Chen
2007 IEEE Conference on Computer Vision and Pattern Recognition, 1-8, 2007
482007
Deep learning based bone removal in computed tomography angiography
M Chen, TS Kim, J Kretschmer, S Seifert, SK Zhou, M Schöbinger, D Liu, ...
US Patent 10,582,907, 2020
452020
DISCOV: A framework for discovering objects in video
D Liu, T Chen
IEEE Transactions on Multimedia 10 (2), 200-208, 2008
432008
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