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
Robust non-rigid registration through agent-based action learning
J Krebs, T Mansi, H Delingette, L Zhang, FC Ghesu, S Miao, AK Maier, ...
Medical Image Computing and Computer Assisted Intervention− MICCAI 2017 …, 2017
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
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
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
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
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
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, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
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
Automated bone mineral density prediction and fracture risk assessment using plain radiographs via deep learning
CI Hsieh, K Zheng, C Lin, L Mei, L Lu, W Li, FP Chen, Y Wang, X Zhou, ...
Nature communications 12 (1), 5472, 2021
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
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 41 (10), 2658-2669, 2022
Pairwise domain adaptation module for CNN-based 2-D/3-D registration
J Zheng, S Miao, Z Jane Wang, R Liao
Journal of Medical Imaging 5 (2), 021204-021204, 2018
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
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
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), 1066, 2021
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, 1141-1149, 2018
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
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
Method and system for convolutional neural network regression based 2D/3D image registration
S Miao, R Liao, Z Wang
US Patent 10,235,606, 2019
Deep implicit statistical shape models for 3d medical image delineation
A Raju, S Miao, D Jin, L Lu, J Huang, AP Harrison
proceedings of the AAAI conference on artificial intelligence 36 (2), 2135-2143, 2022
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