| 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 | 549 | 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 | 260 | 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 | 253 | 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 | 245 | 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 | 190 | 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 | 121 | 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 | 118 | 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 | 97 | 2020 |
| 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 | 82 | 2021 |
| 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 | 75 | 2013 |
| 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 | 69 | 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 | 68 | 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 | 64 | 2018 |
| 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 | 62 | 2021 |
| 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 | 60 | 2020 |
| 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 | 60 | 2019 |
| 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 | 56 | 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 | 46 | 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 | 41 | 2019 |
| 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, ... Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020 | 35 | 2020 |
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