Shun Miao

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 53

Top Topics

Supervised Learning

Anatomical Structures

Image Registration

Fracture Detection

Top Venues

IEEE Trans. Medical Imaging

Publications

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) (2023)
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) (2022)
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)
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 (2022)
Lijuan Lu, Shun Miao, Ling Ye
Fracture Detection and Localization in Chest X-Rays Using Semi-Supervised Learning with Dynamic Sharpening. ICASSP (2022)
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) (2021)
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 (2021)
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 (2021)
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)
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)
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 (2021)
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 (2021)
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)
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 (2021)
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)
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)
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)
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo
Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies. CoRR (2020)
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 (2020)
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 (2020)
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 (2020)
Weijian Li, Haofu Liao, Shun Miao, Le Lu, Jiebo Luo
Unsupervised Learning of Facial Landmarks based on Inter-Intra Subject Consistencies. ICPR (2020)
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 (2020)
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)
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 (2020)
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 (2020)
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 (2020)
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)
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 (2020)
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 (2020)
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 (2020)
Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao
Unsupervised X-ray image segmentation with task driven generative adversarial networks. Medical Image Anal. 62 (2020)
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)
Haomin Chen, Shun Miao, Daguang Xu, Gregory D. Hager, Adam P. Harrison
Deep Hierarchical Multi-label Classification of Chest X-ray Images. MIDL (2019)
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)
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 (2019)
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)
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) (2018)
Yue Zhang, Shun Miao, Rui Liao
Structural Domain Adaptation with Latent Graph Alignment. ICIP (2018)
Yue Zhang, Shun Miao, Tommaso Mansi, Rui Liao
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation. CoRR (2018)
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)
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)
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 (2017)
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
An Artificial Agent for Robust Image Registration. AAAI (2017)
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)
Shun Miao, Z. Jane Wang, Rui Liao
A CNN Regression Approach for Real-Time 2D/3D Registration. IEEE Trans. Medical Imaging 35 (5) (2016)
Rui Liao, Shun Miao, Pierre de Tournemire, Sasa Grbic, Ali Kamen, Tommaso Mansi, Dorin Comaniciu
An Artificial Agent for Robust Image Registration. CoRR (2016)
Shun Miao, Z. Jane Wang, Yefeng Zheng, Rui Liao
Real-time 2D/3D registration via CNN regression. ISBI (2016)
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) (2016)
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)
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 (2016)
Shun Miao, Z. Jane Wang, Rui Liao
A Convolutional Neural Network Approach for 2D/3D Medical Image Registration. CoRR (2015)
Shun Miao, Z. Jane Wang, Rui Liao
MRI-based motion estimation via scatter to volume registration. ISBI (2015)
Shun Miao, Z. Jane Wang, Rui Liao
Non-parametric orthogonal slice to volume deformable registration: Application to PET/MR respiratory motion compensation. ChinaSIP (2014)
Tri Huynh, Shun Miao, Rui Liao
Model-to-volume registration for endovascular aneurysm repair. ISBI (2014)
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)
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) (2013)
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)
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)
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)
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) (2013)
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) (2013)
Shun Miao, Joseph Lucas, Rui Liao
Automatic pose initialization for accurate 2D/3D registration applied to abdominal aortic aneurysm endovascular repair. Medical Imaging: Image-Guided Procedures (2012)
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)
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)
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)
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)
Shun Miao, Hamid Krim
Robustness and expression independence in 3D face recognition. SiPS (2011)
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)
Shun Miao, Hamid Krim
3D face recognition based on evolution of iso-geodesic distance curves. ICASSP (2010)