Shu Liao

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 14

Top Topics

Automated Segmentation

Prostate Segmentation

Weakly Supervised Learning

Top Venues

IEEE Trans. Medical Imaging

Publications

Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network. IEEE Trans. Medical Imaging 41 (9) (2022)
Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang
Multi-Modal MRI Reconstruction with Spatial Alignment Network. CoRR (2021)
Haibo Yang, Guangyu Wu, Dinggang Shen, Shu Liao
Automatic Prostate Cancer Detection On Multi-Parametric Mri With Hierarchical Weakly Supervised Learning. ISBI (2021)
Jianping Li, Zhiming Cui, Shuai Wang, Jie Wei, Jun Feng, Shu Liao, Dinggang Shen
Morphology-Guided Prostate MRI Segmentation with Multi-slice Association. MLMI@MICCAI (2021)
Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao
Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning. MICCAI (2) (2020)
Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang, Shu Liao
Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction. MLMIR@MICCAI (2020)
Yunhao Ge, Zhong Xue, Tuoyu Cao, Shu Liao
Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning. Medical Imaging: Image Processing (2019)
Yunhao Ge, Dongming Wei, Zhong Xue, Qian Wang, Xiang Zhou, Yiqiang Zhan, Shu Liao
Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial Learning. ISBI (2019)
Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks. MICCAI (1) (2018)
Weiming Yang, Shu Liao
A study of quadratic inference functions with alternative weighting matrices. Commun. Stat. Simul. Comput. 46 (2) (2017)
Yunxiang Mao, Dong Zheng, Shu Liao, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei
Automatic lumbar spine measurement in CT images. Medical Imaging: Computer-Aided Diagnosis (2017)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition. IEEE Trans. Medical Imaging 35 (5) (2016)
Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
A learning-based CT prostate segmentation method via joint transductive feature selection and regression. Neurocomputing 173 (2016)
Shu Liao, Yiqiang Zhan, Zhongxing Dong, Ruyi Yan, Liyan Gong, Xiang Sean Zhou, Marcos Salganicoff, Jun Fei
Automatic Lumbar Spondylolisthesis Measurement in CT Images. IEEE Trans. Medical Imaging 35 (7) (2016)
Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. IEEE Trans. Pattern Anal. Mach. Intell. 37 (11) (2015)
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
Bodypart Recognition Using Multi-stage Deep Learning. IPMI (2015)
Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones. Medical Imaging: Image Processing (2014)
Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan
Adaptive geodesic transform for segmentation of vertebrae on CT images. Medical Imaging: Computer-Aided Diagnosis (2014)
Shu Liao, Dinggang Shen, Albert C. S. Chung
A Markov Random Field Groupwise Registration Framework for Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 36 (4) (2014)
Guorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, Dinggang Shen
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images. MICCAI (2) (2013)
Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, Dinggang Shen
Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization. IPMI (2013)
Shu Liao, Yaozong Gao, Jun Lian, Dinggang Shen
Sparse Patch-Based Label Propagation for Accurate Prostate Localization in CT Images. IEEE Trans. Medical Imaging 32 (2) (2013)
Shu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen
Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation. MICCAI (2) (2013)
Guorong Wu, Qian Wang, Shu Liao, Daoqiang Zhang, Feiping Nie, Dinggang Shen
Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion. MICCAI (3) (2013)
Shu Liao, Weiming Yang
On the dynamics of a vaccination model with multiple transmission ways. Int. J. Appl. Math. Comput. Sci. 23 (4) (2013)
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
Automated Segmentation of CBCT Image Using Spiral CT Atlases and Convex Optimization. MICCAI (3) (2013)
Shihui Ying, Guorong Wu, Shu Liao, Dinggang Shen
Inter-group image registration by hierarchical graph shrinkage. ISBI (2013)
Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso. CVPR (2013)
Shu Liao, Guorong Wu, Dinggang Shen
A Statistical Framework for Inter-Group Image Registration. Neuroinformatics 10 (4) (2012)
Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
Transductive Prostate Segmentation for CT Image Guided Radiotherapy. MLMI (2012)
Yaozong Gao, Shu Liao, Dinggang Shen
Prostate Segmentation by Sparse Representation Based Classification. MICCAI (3) (2012)
Shu Liao, Daoqiang Zhang, Pew-Thian Yap, Guorong Wu, Dinggang Shen
Group Sparsity Constrained Automatic Brain Label Propagation. MLMI (2012)
Shu Liao, Yaozong Gao, Dinggang Shen
Sparse Patch Based Prostate Segmentation in CT Images. MICCAI (3) (2012)
Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen
A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences. NeuroImage 59 (2) (2012)
Shu Liao, Max W. K. Law, Albert C. S. Chung
Non-rigid image registration using electric current flow. MMBIA (2012)
Shu Liao, Albert C. S. Chung
Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor. IEEE Trans. Image Process. 21 (1) (2012)
Shu Liao, Dinggang Shen
A Feature-Based Learning Framework for Accurate Prostate Localization in CT Images. IEEE Trans. Image Process. 21 (8) (2012)
Yonghong Shi, Shu Liao, Dinggang Shen
Learning Statistical Correlation of Prostate Deformations for Fast Registration. MLMI (2011)
Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen
A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences. IPMI (2011)
Shu Liao, Dinggang Shen
A Learning Based Hierarchical Framework for Automatic Prostate Localization in CT Images. Prostate Cancer Imaging (2011)
Luping Zhou, Shu Liao, Wei Li, Dinggang Shen
Learning-based prostate localization for image guided radiation therapy. ISBI (2011)
Wei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen
Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy. MICCAI (3) (2011)
Shu Liao, Albert C. S. Chung
A novel Markov random field based deformable model for face recognition. CVPR (2010)
Shu Liao, Albert C. S. Chung
A novel multi-layer framework for non-rigid image registration. ISBI (2010)
Shu Liao, Albert C. S. Chung
A new subspace learning method in Fourier domain for texture classification. ICIP (2010)
Shu Liao, Albert C. S. Chung
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters. IEEE Trans. Medical Imaging 29 (1) (2010)
Shu Liao, Albert C. S. Chung
Face recognition with salient local gradient orientation binary patterns. ICIP (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with Uniform Spherical Structure Patterns. IPMI (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with Uniform Gradient Spherical Patterns. MICCAI (1) (2009)
Shu Liao, Max W. K. Law, Albert C. S. Chung
Dominant Local Binary Patterns for Texture Classification. IEEE Trans. Image Process. 18 (5) (2009)
Shu Liao, Albert C. S. Chung
Non-rigid Image Registration with SalphaSFilters. MICCAI (2) (2008)
Rui Gan, Albert C. S. Chung, Shu Liao
Maximum distance-gradient for robust image registration. Medical Image Anal. 12 (4) (2008)
Shu Liao, Albert C. S. Chung
Multi-Modal Image Registration Using Ordinal Features and Multi-Dimensional Mutual Information. ISBI (2007)
Shu Liao, Albert C. S. Chung
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude. ACCV (2) (2007)
Shu Liao, Albert C. S. Chung
Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns. ICASSP (1) (2007)
Shu Liao, Albert C. S. Chung
Multi-modal Image Registration Using the Generalized Survival Exponential Entropy. MICCAI (2) (2006)
Shu Liao, Max W. K. Law, Albert C. S. Chung
Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification. ACCV (1) (2006)
Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung
Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features. ICIP (2006)