Shun Miao

Orcid: 0000-0002-4688-7087

According to our database1, Shun Miao authored at least 58 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Lumbar Bone Mineral Density Estimation From Chest X-Ray Images: Anatomy-Aware Attentive Multi-ROI Modeling.
IEEE Trans. Medical Imaging, 2023

2022
SAM: Self-Supervised Learning of Pixel-Wise Anatomical Embeddings in Radiological Images.
IEEE Trans. Medical Imaging, 2022

Fracture Detection and Localization in Chest X-Rays Using Semi-Supervised Learning with Dynamic Sharpening.
Proceedings of the IEEE International Conference on Acoustics, 2022

Deep Implicit Statistical Shape Models for 3D Medical Image Delineation.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Contour Transformer Network for One-Shot Segmentation of Anatomical Structures.
IEEE Trans. Medical Imaging, 2021

Coherence Learning using Keypoint-based Pooling Network for Accurately Assessing Radiographic Knee Osteoarthritis.
CoRR, 2021

Deep Implicit Statistical Shape Models for 3D Medical Image Delineation.
CoRR, 2021

Scalable Semi-supervised Landmark Localization for X-ray Images Using Few-Shot Deep Adaptive Graph.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021

Semi-supervised Learning for Bone Mineral Density Estimation in Hip X-Ray Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Opportunistic Screening of Osteoporosis Using Plain Film Chest X-Ray.
Proceedings of the Predictive Intelligence in Medicine - 4th International Workshop, 2021

Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-Rays.
Proceedings of the Information Processing in Medical Imaging, 2021

Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Window Loss for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Unsupervised X-ray image segmentation with task driven generative adversarial networks.
Medical Image Anal., 2020

Deep hiearchical multi-label classification applied to chest X-ray abnormality taxonomies.
Medical Image Anal., 2020

Knowledge Distillation with Adaptive Asymmetric Label Sharpening for Semi-supervised Fracture Detection in Chest X-rays.
CoRR, 2020

A New Window Loss Function for Bone Fracture Detection and Localization in X-ray Images with Point-based Annotation.
CoRR, 2020

Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images.
CoRR, 2020

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-ray Images.
CoRR, 2020

Unsupervised Learning of Landmarks based on Inter-Intra Subject Consistencies.
CoRR, 2020

Learning to Segment Anatomical Structures Accurately from One Exemplar.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Unsupervised Learning of Facial Landmarks based on Inter-Intra Subject Consistencies.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Structured Landmark Detection via Topology-Adapting Deep Graph Learning.
Proceedings of the Computer Vision - ECCV 2020, 2020

Anatomy-Aware Siamese Network: Exploiting Semantic Asymmetry for Accurate Pelvic Fracture Detection in X-Ray Images.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Deep Hierarchical Multi-label Classification of Chest X-ray Images.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

Weakly Supervised Universal Fracture Detection in Pelvic X-Rays.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Agent-Based Methods for Medical Image Registration.
Proceedings of the Deep Learning and Convolutional Neural Networks for Medical Imaging and Clinical Informatics, 2019

2018
3D/2D model-to-image registration by imitation learning for cardiac procedures.
Int. J. Comput. Assist. Radiol. Surg., 2018

Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Structural Domain Adaptation with Latent Graph Alignment.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Dilated FCN for Multi-Agent 2D/3D Medical Image Registration.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Learning CNNs with Pairwise Domain Adaption for Real-Time 6DoF Ultrasound Transducer Detection and Tracking from X-Ray Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Robust Non-rigid Registration Through Agent-Based Action Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

An Artificial Agent for Robust Image Registration.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Convolutional Neural Networks for Robust and Real-Time 2-D/3-D Registration.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017

2016
A CNN Regression Approach for Real-Time 2D/3D Registration.
IEEE Trans. Medical Imaging, 2016

Scatter to volume registration for model-free respiratory motion estimation from dynamic MRIs.
Comput. Medical Imaging Graph., 2016

Real-time 6DoF pose recovery from X-ray images using library-based DRR and hybrid optimization.
Int. J. Comput. Assist. Radiol. Surg., 2016

Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Real-time 2D/3D registration via CNN regression.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
A Convolutional Neural Network Approach for 2D/3D Medical Image Registration.
CoRR, 2015

MRI-based motion estimation via scatter to volume registration.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Model-to-volume registration for endovascular aneurysm repair.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Non-parametric orthogonal slice to volume deformable registration: Application to PET/MR respiratory motion compensation.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
A Review of Recent Advances in Registration Techniques Applied to Minimally Invasive Therapy.
IEEE Trans. Multim., 2013

Automatic and efficient contrast-based 2-D/3-D fusion for trans-catheter aortic valve implantation (TAVI).
Comput. Medical Imaging Graph., 2013

Toward smart utilization of two X-ray images for 2-D/3-D registration applied to abdominal aortic aneurysm interventions.
Comput. Electr. Eng., 2013

System and Method for 3-D/3-D Registration between Non-contrast-enhanced CBCT and Contrast-Enhanced CT for Abdominal Aortic Aneurysm Stenting.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Toward Accurate and Robust 2-D/3-D Registration of Implant Models to Single-Plane Fluoroscopy.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

Intensity-Based 3D-2D Mesh-to-Image Registration Using Mesh-Based Digitally Reconstructed Radiography.
Proceedings of the Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions, 2013

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.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Weather-clustering based strategy design for dynamic demand response building HVAC control.
Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Automatic pose initialization for accurate 2D/3D registration applied to abdominal aortic aneurysm endovascular repair.
Proceedings of the Medical Imaging 2012: Image-Guided Procedures, 2012

A framework for automatic, accurate, and fast 2-D+T/3-D registration applied to trans-catheter aortic valve implantation (TAVI) procedures.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Visual check and automatic compensation for patient movement during image-guided Abdominal Aortic Aneurysm (AAA) stenting.
Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

2011
Robustness and expression independence in 3D face recognition.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011

A hybrid method for 2-D/3-D registration between 3-D volumes and 2-D angiography for trans-catheter aortic valve implantation (TAVI).
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
3D face recognition based on evolution of iso-geodesic distance curves.
Proceedings of the IEEE International Conference on Acoustics, 2010


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