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2020 – today
- 2023
[j12]Fakai Wang
, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Lumbar Bone Mineral Density Estimation From Chest X-Ray Images: Anatomy-Aware Attentive Multi-ROI Modeling. IEEE Trans. Medical Imaging 42(1): 257-267 (2023)- 2022
- [j11]Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Dazhou Guo, Adam P. Harrison, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu:
SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images. IEEE Trans. Medical Imaging 41(10): 2658-2669 (2022) - [c37]Ashwin Raju, Shun Miao, Dakai Jin, Le Lu, Junzhou Huang, Adam P. Harrison:
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation. AAAI 2022: 2135-2143 - [c36]Lijuan Lu, Shun Miao, Ling Ye:
Fracture Detection and Localization in Chest X-Rays Using Semi-Supervised Learning with Dynamic Sharpening. ICASSP 2022: 1271-1275 - [i21]Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Lumbar Bone Mineral Density Estimation from Chest X-ray Images: Anatomy-aware Attentive Multi-ROI Modeling. CoRR abs/2201.01838 (2022) - 2021
- [j10]Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures. IEEE Trans. Medical Imaging 40(10): 2672-2684 (2021) - [c35]Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao:
Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation. AAAI 2021: 724-732 - [c34]Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao:
Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization. CVPR 2021: 5280-5288 - [c33]Yirui Wang, Kang Zheng, Chi-Tung Cheng, Xiao-Yun Zhou, Zhilin Zheng, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao:
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-Rays. IPMI 2021: 599-610 - [c32]Kang Zheng, Yirui Wang, Xiao-Yun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao:
Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images. MICCAI (5) 2021: 33-42 - [c31]Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Opportunistic Screening of Osteoporosis Using Plain Film Chest X-Ray. PRIME@MICCAI 2021: 138-146 - [c30]Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao:
Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph. DGM4MICCAI/DALI@MICCAI 2021: 145-153 - [i20]Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao:
Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images. CoRR abs/2103.13482 (2021) - [i19]Fakai Wang, Kang Zheng, Yirui Wang, Xiaoyun Zhou, Le Lu, Jing Xiao, Min Wu, Chang-Fu Kuo, Shun Miao:
Opportunistic Screening of Osteoporosis Using Plain Film Chest X-ray. CoRR abs/2104.01734 (2021) - [i18]Ashwin Raju, Shun Miao, Chi-Tung Cheng, Le Lu, Mei Han, Jing Xiao, Chien-Hung Liao, Junzhou Huang, Adam P. Harrison:
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation. CoRR abs/2104.02847 (2021) - [i17]Xiao-Yun Zhou, Bolin Lai, Weijian Li, Yirui Wang, Kang Zheng, Fakai Wang, Chihung Lin, Le Lu, Lingyun Huang, Mei Han, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Adam P. Harrison, Shun Miao:
Scalable Semi-supervised Landmark Localization for X-ray Images using Few-shot Deep Adaptive Graph. CoRR abs/2104.14629 (2021) - [i16]Kang Zheng, Yirui Wang, Chen-I Hsieh, Le Lu, Jing Xiao, Chang-Fu Kuo, Shun Miao:
Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis. CoRR abs/2112.09177 (2021) - 2020
- [j9]Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao:
Unsupervised X-ray image segmentation with task driven generative adversarial networks. Medical Image Anal. 62: 101664 (2020) - [j8]Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison:
Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies. Medical Image Anal. 66: 101811 (2020) - [c29]Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Chang, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao:
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-Ray Images. ECCV (23) 2020: 239-255 - [c28]Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Structured Landmark Detection via Topology-Adapting Deep Graph Learning. ECCV (9) 2020: 266-283 - [c27]Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo:
Unsupervised Learning of Facial Landmarks based on Inter-Intra Subject Consistencies. ICPR 2020: 4077-4082 - [c26]Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Learning to Segment Anatomical Structures Accurately from One Exemplar. MICCAI (1) 2020: 678-688 - [i15]Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo:
Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies. CoRR abs/2004.07936 (2020) - [i14]Weijian Li, Yuhang Lu, Kang Zheng, Haofu Liao, Chihung Lin, Jiebo Luo, Chi-Tung Cheng, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Structured Landmark Detection via Topology-Adapting Deep Graph Learning. CoRR abs/2004.08190 (2020) - [i13]Haomin Chen, Yirui Wang, Kang Zheng, Weijian Li, Chi-Tung Cheng, Adam P. Harrison, Jing Xiao, Gregory D. Hager, Le Lu, Chien-Hung Liao, Shun Miao:
Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images. CoRR abs/2007.01464 (2020) - [i12]Yuhang Lu, Weijian Li, Kang Zheng, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Learning to Segment Anatomical Structures Accurately from One Exemplar. CoRR abs/2007.03052 (2020) - [i11]Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison:
Deep Hiearchical Multi-Label Classification Applied to Chest X-Ray Abnormality Taxonomies. CoRR abs/2009.05609 (2020) - [i10]Yuhang Lu, Kang Zheng, Weijian Li, Yirui Wang, Adam P. Harrison, Chihung Lin, Song Wang, Jing Xiao, Le Lu, Chang-Fu Kuo, Shun Miao:
Contour Transformer Network for One-shot Segmentation of Anatomical Structures. CoRR abs/2012.01480 (2020) - [i9]Ke Yan, Jinzheng Cai, Dakai Jin, Shun Miao, Adam P. Harrison, Dazhou Guo, Youbao Tang, Jing Xiao, Jingjing Lu, Le Lu:
Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images. CoRR abs/2012.02383 (2020) - [i8]Xinyu Zhang, Yirui Wang, Chi-Tung Cheng, Le Lu, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao:
A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation. CoRR abs/2012.04066 (2020) - [i7]Fakai Wang, Kang Zheng, Le Lu, Jing Xiao, Min Wu, Shun Miao:
Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-constrained Optimization. CoRR abs/2012.07947 (2020) - [i6]Yirui Wang, Kang Zheng, Chi-Tung Chang, Xiao-Yun Zhou, Zhilin Zheng, Lingyun Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Shun Miao:
Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays. CoRR abs/2012.15359 (2020)
2010 – 2019
- 2019
- [c25]Yirui Wang, Le Lu, Chi-Tung Cheng, Dakai Jin, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao:
Weakly Supervised Universal Fracture Detection in Pelvic X-Rays. MICCAI (6) 2019: 459-467 - [c24]Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison:
Deep Hierarchical Multi-label Classification of Chest X-ray Images. MIDL 2019: 109-120 - [p2]Shun Miao, Rui Liao:
Agent-Based Methods for Medical Image Registration. Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics 2019: 323-345 - [i5]Yirui Wang, Le Lu, Chi-Tung Cheng, Dakai Jin, Adam P. Harrison, Jing Xiao, Chien-Hung Liao, Shun Miao:
Weakly Supervised Universal Fracture Detection in Pelvic X-rays. CoRR abs/1909.02077 (2019) - 2018
- [j7]Daniel Toth, Shun Miao, Tanja Kurzendorfer, Christopher A. Rinaldi, Rui Liao, Tommaso Mansi, Kawal S. Rhode, Peter Mountney:
3D/2D model-to-image registration by imitation learning for cardiac procedures. Int. J. Comput. Assist. Radiol. Surg. 13(8): 1141-1149 (2018) - [c23]Shun Miao, Sebastien Piat, Peter Walter Fischer, Ahmet Tuysuzoglu, Philip Walter Mewes, Tommaso Mansi, Rui Liao:
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. AAAI 2018: 4694-4701 - [c22]Yue Zhang, Shun Miao, Rui Liao:
Structural Domain Adaptation with Latent Graph Alignment. ICIP 2018: 3753-3757 - [c21]Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao:
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation. MICCAI (2) 2018: 599-607 - [i4]Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao:
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation. CoRR abs/1806.07201 (2018) - 2017
- [c20]Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu:
An Artificial Agent for Robust Image Registration. AAAI 2017: 4168-4175 - [c19]Julian Krebs, Tommaso Mansi, Hervé Delingette, Li Zhang, Florin C. Ghesu, Shun Miao, Andreas K. Maier, Nicholas Ayache, Rui Liao, Ali Kamen:
Robust Non-rigid Registration Through Agent-Based Action Learning. MICCAI (1) 2017: 344-352 - [c18]Jiannan Zheng, Shun Miao, Rui Liao:
Learning CNNs with Pairwise Domain Adaption for Real-Time 6DoF Ultrasound Transducer Detection and Tracking from X-Ray Images. MICCAI (2) 2017: 646-654 - [p1]Shun Miao, Z. Jane Wang, Rui Liao:
Convolutional Neural Networks for Robust and Real-Time 2-D/3-D Registration. Deep Learning for Medical Image Analysis 2017: 271-296 - [i3]Shun Miao, Sebastien Piat, Peter Walter Fischer, Ahmet Tuysuzoglu, Philip W. Mewes, Tommaso Mansi, Rui Liao:
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. CoRR abs/1712.01651 (2017) - 2016
- [j6]Shun Miao, Ahmet Tuysuzoglu, Z. Jane Wang, Rui Liao:
Real-time 6DoF pose recovery from X-ray images using library-based DRR and hybrid optimization. Int. J. Comput. Assist. Radiol. Surg. 11(6): 1211-1220 (2016) - [j5]Shun Miao, Z. Jane Wang, Li Pan, John Butler, G. Moran, Rui Liao:
Scatter to volume registration for model-free respiratory motion estimation from dynamic MRIs. Comput. Medical Imaging Graph. 52: 72-81 (2016) - [j4]Shun Miao, Z. Jane Wang, Rui Liao:
A CNN Regression Approach for Real-Time 2D/3D Registration. IEEE Trans. Medical Imaging 35(5): 1352-1363 (2016) - [c17]Shun Miao, Z. Jane Wang, Yefeng Zheng, Rui Liao:
Real-time 2D/3D registration via CNN regression. ISBI 2016: 1430-1434 - [c16]Shanhui Sun, Shun Miao, Tobias Heimann, Terrence Chen, Markus Kaiser, Matthias John, Erin Girard, Rui Liao:
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method. MICCAI (1) 2016: 395-403 - [i2]Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu:
An Artificial Agent for Robust Image Registration. CoRR abs/1611.10336 (2016) - 2015
- [c15]Shun Miao, Z. Jane Wang, Rui Liao:
MRI-based motion estimation via scatter to volume registration. ISBI 2015: 596-600 - [i1]Shun Miao, Z. Jane Wang, Rui Liao:
A Convolutional Neural Network Approach for 2D/3D Medical Image Registration. CoRR abs/1507.07505 (2015) - 2014
- [c14]Shun Miao, Z. Jane Wang, Rui Liao:
Non-parametric orthogonal slice to volume deformable registration: Application to PET/MR respiratory motion compensation. ChinaSIP 2014: 530-534 - [c13]Tri Huynh, Shun Miao, Rui Liao:
Model-to-volume registration for endovascular aneurysm repair. ISBI 2014: 405-408 - 2013
- [j3]Shun Miao, Rui Liao, Marcus Pfister:
Toward smart utilization of two X-ray images for 2-D/3-D registration applied to abdominal aortic aneurysm interventions. Comput. Electr. Eng. 39(5): 1485-1498 (2013) - [j2]Rui Liao, Shun Miao, Yefeng Zheng:
Automatic and efficient contrast-based 2-D/3-D fusion for trans-catheter aortic valve implantation (TAVI). Comput. Medical Imaging Graph. 37(2): 150-161 (2013) - [j1]Rui Liao, Li Zhang, Ying Sun, Shun Miao, Christophe Chefd'Hotel:
A Review of Recent Advances in Registration Techniques Applied to Minimally Invasive Therapy. IEEE Trans. Multim. 15(5): 983-1000 (2013) - [c12]Xuan Zhao, Shun Miao, Liang Du, Rui Liao:
Robust 2-D/3-D registration of CT volumes with contrast-enhanced X-ray sequences in electrophysiology based on a weighted similarity measure and sequential subspace optimization. ICASSP 2013: 934-938 - [c11]Shun Miao, Tri Huynh, Cyprien Adnet, Marcus Pfister, Rui Liao:
Intensity-Based 3D-2D Mesh-to-Image Registration Using Mesh-Based Digitally Reconstructed Radiography. AE-CAI 2013: 86-96 - [c10]Shun Miao, Rui Liao, Joseph Lucas, Christophe Chefd'Hotel:
Toward Accurate and Robust 2-D/3-D Registration of Implant Models to Single-Plane Fluoroscopy. AE-CAI 2013: 97-106 - [c9]Shun Miao, Rui Liao, Marcus Pfister, Li Zhang, Vincent Ordy:
System and Method for 3-D/3-D Registration between Non-contrast-enhanced CBCT and Contrast-Enhanced CT for Abdominal Aortic Aneurysm Stenting. MICCAI (1) 2013: 380-387 - 2012
- [c8]Liang Du, Bo Ding, Shun Miao, Marcus Pfister, Rui Liao:
Visual check and automatic compensation for patient movement during image-guided Abdominal Aortic Aneurysm (AAA) stenting. BMEI 2012: 391-394 - [c7]Xudong Lv, Rui Liao, Yinxiao Liu, Shun Miao:
A framework for automatic, accurate, and fast 2-D+T/3-D registration applied to trans-catheter aortic valve implantation (TAVI) procedures. ISBI 2012: 956-959 - [c6]Shun Miao, Joseph Lucas, Rui Liao:
Automatic pose initialization for accurate 2D/3D registration applied to abdominal aortic aneurysm endovascular repair. Image-Guided Procedures 2012: 83160Q - [c5]Rui Liao, Geng Li, Shun Miao, Yan Lu, Jianmin Zhu, Ling Shen:
Weather-clustering based strategy design for dynamic demand response building HVAC control. BuildSys@SenSys 2012: 33-35 - 2011
- [c4]Shun Miao, Rui Liao, Marcus Pfister:
Toward smart utilization of two X-ray images for 2-D/3-D registration applied to abdominal aortic aneurysm interventions. BMEI 2011: 550-555 - [c3]Shun Miao, Rui Liao, Yefeng Zheng:
A hybrid method for 2-D/3-D registration between 3-D volumes and 2-D angiography for trans-catheter aortic valve implantation (TAVI). ISBI 2011: 1215-1218 - [c2]Shun Miao, Hamid Krim:
Robustness and expression independence in 3D face recognition. SiPS 2011: 289-292 - 2010
- [c1]Shun Miao, Hamid Krim:
3D face recognition based on evolution of iso-geodesic distance curves. ICASSP 2010: 1134-1137
Coauthor Index
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