Shu Liao

According to our database, Shu Liao authored at least 59 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Multimodal MRI Reconstruction Assisted With Spatial Alignment Network.

Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang

IEEE Trans. Medical Imaging, 2022

2021

Multi-Modal MRI Reconstruction with Spatial Alignment Network.

Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang

CoRR, 2021

Morphology-Guided Prostate MRI Segmentation with Multi-slice Association.

Jianping Li, Zhiming Cui, Shuai Wang, Jie Wei, Jun Feng, Shu Liao, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Automatic Prostate Cancer Detection On Multi-Parametric Mri With Hierarchical Weakly Supervised Learning.

Haibo Yang, Guangyu Wu, Dinggang Shen, Shu Liao

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning.

Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction.

Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang, Shu Liao

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

2019

Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning.

Yunhao Ge, Zhong Xue, Tuoyu Cao, Shu Liao

Proceedings of the Medical Imaging 2019: Image Processing, 2019

Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial Learning.

Yunhao Ge, Dongming Wei, Zhong Xue, Qian Wang, Xiang Zhou, Yiqiang Zhan, Shu Liao

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks.

Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

A study of quadratic inference functions with alternative weighting matrices.

Weiming Yang, Shu Liao

Commun. Stat. Simul. Comput., 2017

Automatic lumbar spine measurement in CT images.

Yunxiang Mao, Dong Zheng, Shu Liao, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei

Proceedings of the Medical Imaging 2017: Computer-Aided Diagnosis, 2017

2016

Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.

Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou

IEEE Trans. Medical Imaging, 2016

Automatic Lumbar Spondylolisthesis Measurement in CT Images.

Shu Liao, Yiqiang Zhan, Zhongxing Dong, Ruyi Yan, Liyan Gong, Xiang Sean Zhou, Marcos Salganicoff, Jun Fei

IEEE Trans. Medical Imaging, 2016

A learning-based CT prostate segmentation method via joint transductive feature selection and regression.

Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen

Neurocomputing, 2016

2015

Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso.

Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Bodypart Recognition Using Multi-stage Deep Learning.

Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou

Proceedings of the Information Processing in Medical Imaging, 2015

Computer-Assisted Medical Image Analysis Systems.

Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff

Proceedings of the Healthcare Data Analytics., 2015

2014

A Markov Random Field Groupwise Registration Framework for Face Recognition.

Shu Liao, Dinggang Shen, Albert C. S. Chung

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones.

Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou

Proceedings of the Medical Imaging 2014: Image Processing, 2014

Adaptive geodesic transform for segmentation of vertebrae on CT images.

Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan

Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, San Diego, 2014

2013

Sparse Patch-Based Label Propagation for Accurate Prostate Localization in CT Images.

Shu Liao, Yaozong Gao, Jun Lian, Dinggang Shen

IEEE Trans. Medical Imaging, 2013

On the dynamics of a vaccination model with multiple transmission ways.

Shu Liao, Weiming Yang

Int. J. Appl. Math. Comput. Sci., 2013

Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion.

Guorong Wu, Qian Wang, Shu Liao, Daoqiang Zhang, Feiping Nie, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images.

Guorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Automated Segmentation of CBCT Image Using Spiral CT Atlases and Convex Optimization.

Li Wang, Ken-Chung Chen, Feng Shi, Shu Liao, Gang Li, Yaozong Gao, Steve G. Shen, Jin Yan, Philip K. M. Lee, Ben Chow, Nancy X. Liu, James J. Xia, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation.

Shu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Inter-group image registration by hierarchical graph shrinkage.

Shihui Ying, Guorong Wu, Shu Liao, Dinggang Shen

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization.

Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, Dinggang Shen

Proceedings of the Information Processing in Medical Imaging, 2013

Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso.

Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

A Feature-Based Learning Framework for Accurate Prostate Localization in CT Images.

Shu Liao, Dinggang Shen

IEEE Trans. Image Process., 2012

Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor.

Shu Liao, Albert C. S. Chung

IEEE Trans. Image Process., 2012

A Statistical Framework for Inter-Group Image Registration.

Shu Liao, Guorong Wu, Dinggang Shen

Neuroinformatics, 2012

A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences.

Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen

NeuroImage, 2012

Non-rigid image registration using electric current flow.

Shu Liao, Max W. K. Law, Albert C. S. Chung

Proceedings of the 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, 2012

Transductive Prostate Segmentation for CT Image Guided Radiotherapy.

Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Group Sparsity Constrained Automatic Brain Label Propagation.

Shu Liao, Daoqiang Zhang, Pew-Thian Yap, Guorong Wu, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Sparse Patch Based Prostate Segmentation in CT Images.

Shu Liao, Yaozong Gao, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Prostate Segmentation by Sparse Representation Based Classification.

Yaozong Gao, Shu Liao, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

2011

Learning Statistical Correlation of Prostate Deformations for Fast Registration.

Yonghong Shi, Shu Liao, Dinggang Shen

Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011

A Learning Based Hierarchical Framework for Automatic Prostate Localization in CT Images.

Shu Liao, Dinggang Shen

Proceedings of the Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions, 2011

Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy.

Wei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Learning-based prostate localization for image guided radiation therapy.

Luping Zhou, Shu Liao, Wei Li, Dinggang Shen

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences.

Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen

Proceedings of the Information Processing in Medical Imaging, 2011

2010

Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters.

Shu Liao, Albert C. S. Chung

IEEE Trans. Medical Imaging, 2010

A novel multi-layer framework for non-rigid image registration.

Shu Liao, Albert C. S. Chung

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

A new subspace learning method in Fourier domain for texture classification.

Shu Liao, Albert C. S. Chung

Proceedings of the International Conference on Image Processing, 2010

A novel Markov random field based deformable model for face recognition.

Shu Liao, Albert C. S. Chung

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Dominant Local Binary Patterns for Texture Classification.

Shu Liao, Max W. K. Law, Albert C. S. Chung

IEEE Trans. Image Process., 2009

Non-rigid Image Registration with Uniform Gradient Spherical Patterns.

Shu Liao, Albert C. S. Chung

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Non-rigid Image Registration with Uniform Spherical Structure Patterns.

Shu Liao, Albert C. S. Chung

Proceedings of the Information Processing in Medical Imaging, 2009

Face recognition with salient local gradient orientation binary patterns.

Shu Liao, Albert C. S. Chung

Proceedings of the International Conference on Image Processing, 2009

2008

Maximum distance-gradient for robust image registration.

Rui Gan, Albert C. S. Chung, Shu Liao

Medical Image Anal., 2008

Non-rigid Image Registration with SalphaSFilters.

Shu Liao, Albert C. S. Chung

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

2007

Multi-Modal Image Registration Using Ordinal Features and Multi-Dimensional Mutual Information.

Shu Liao, Albert C. S. Chung

Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns.

Shu Liao, Albert C. S. Chung

Proceedings of the IEEE International Conference on Acoustics, 2007

Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude.

Shu Liao, Albert C. S. Chung

Proceedings of the Computer Vision, 2007

2006

Multi-modal Image Registration Using the Generalized Survival Exponential Entropy.

Shu Liao, Albert C. S. Chung

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features.

Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung

Proceedings of the International Conference on Image Processing, 2006

Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification.

Shu Liao, Max W. K. Law, Albert C. S. Chung

Proceedings of the Computer Vision, 2006