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Shun Miao
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A CNN regression approach for real-time 2D/3D registration
S Miao, ZJ Wang, R Liao
IEEE transactions on medical imaging 35 (5), 1352-1363, 2016
4192016
Robust non-rigid registration through agent-based action learning
J Krebs, T Mansi, H Delingette, L Zhang, FC Ghesu, S Miao, AK Maier, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2017
2002017
An artificial agent for robust image registration
R Liao, S Miao, P de Tournemire, S Grbic, A Kamen, T Mansi, ...
Proceedings of the AAAI conference on artificial intelligence 31 (1), 2017
1862017
Task driven generative modeling for unsupervised domain adaptation: Application to x-ray image segmentation
Y Zhang, S Miao, T Mansi, R Liao
International Conference on Medical Image Computing and Computer-Assisted …, 2018
1742018
Method and System for Image Registration Using an Intelligent Artificial Agent
R Liao, S Miao, P De Tournemire, J Krebs, L Zhang, B Georgescu, S Grbic, ...
US Patent App. 15/587,094, 2017
1302017
Dilated FCN for multi-agent 2D/3D medical image registration
S Miao, S Piat, P Fischer, A Tuysuzoglu, P Mewes, T Mansi, R Liao
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
902018
Real-time 2D/3D registration via CNN regression
S Miao, ZJ Wang, Y Zheng, R Liao
2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 1430-1434, 2016
882016
A review of recent advances in registration techniques applied to minimally invasive therapy
R Liao, L Zhang, Y Sun, S Miao, C Chefd'Hotel
IEEE transactions on multimedia 15 (5), 983-1000, 2013
692013
Structured landmark detection via topology-adapting deep graph learning
W Li, Y Lu, K Zheng, H Liao, C Lin, J Luo, CT Cheng, J Xiao, L Lu, CF Kuo, ...
European Conference on Computer Vision, 266-283, 2020
542020
Content-based medical image rendering based on machine learning
K Petkov, S Miao, D Yu, B Georgescu, K Engel, T Mansi, D Comaniciu
US Patent 9,760,690, 2017
462017
Deep hierarchical multi-label classification of chest X-ray images
H Chen, S Miao, D Xu, GD Hager, AP Harrison
International conference on medical imaging with deep learning, 109-120, 2019
442019
Unsupervised X-ray image segmentation with task driven generative adversarial networks
Y Zhang, S Miao, T Mansi, R Liao
Medical image analysis 62, 101664, 2020
422020
Pairwise domain adaptation module for CNN-based 2-D/3-D registration
J Zheng, S Miao, ZJ Wang, R Liao
Journal of Medical Imaging 5 (2), 021204, 2018
422018
3D/2D model-to-image registration by imitation learning for cardiac procedures
D Toth, S Miao, T Kurzendorfer, CA Rinaldi, R Liao, T Mansi, K Rhode, ...
International journal of computer assisted radiology and surgery 13 (8 …, 2018
402018
Weakly supervised universal fracture detection in pelvic x-rays
Y Wang, L Lu, CT Cheng, D Jin, AP Harrison, J Xiao, CH Liao, S Miao
International conference on medical image computing and computer-assisted …, 2019
302019
A hybrid method for 2-D/3-D registration between 3-D volumes and 2-D angiography for trans-catheter aortic valve implantation (TAVI)
S Miao, R Liao, Y Zheng
2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2011
262011
A scalable physician-level deep learning algorithm detects universal trauma on pelvic radiographs
CT Cheng, Y Wang, HW Chen, PM Hsiao, CN Yeh, CH Hsieh, S Miao, ...
Nature communications 12 (1), 1-10, 2021
252021
Toward smart utilization of two X-ray images for 2-D/3-D registration applied to abdominal aortic aneurysm interventions
S Miao, R Liao, M Pfister
Computers & Electrical Engineering 39 (5), 1485-1498, 2013
242013
SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images
K Yan, J Cai, D Jin, S Miao, D Guo, AP Harrison, Y Tang, J Xiao, J Lu, ...
IEEE Transactions on Medical Imaging, 2022
222022
Anatomy-aware siamese network: Exploiting semantic asymmetry for accurate pelvic fracture detection in x-ray images
H Chen, Y Wang, K Zheng, W Li, CT Chang, AP Harrison, J Xiao, ...
European Conference on Computer Vision, 239-255, 2020
222020
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