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Journal Articles
- 2022
[j16]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): 2499-2509 (2022)- 2017
- [j15]Weiming Yang, Shu Liao:
A study of quadratic inference functions with alternative weighting matrices. Commun. Stat. Simul. Comput. 46(2): 994-1007 (2017) - 2016
- [j14]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: 317-331 (2016) - [j13]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): 1332-1343 (2016) - [j12]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): 1658-1669 (2016) - 2015
- [j11]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): 2286-2303 (2015) - 2014
- [j10]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): 657-669 (2014) - 2013
- [j9]Shu Liao, Weiming Yang:
On the dynamics of a vaccination model with multiple transmission ways. Int. J. Appl. Math. Comput. Sci. 23(4): 761-772 (2013) - [j8]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): 419-434 (2013) - 2012
- [j7]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): 1275-1289 (2012) - [j6]Shu Liao, Guorong Wu, Dinggang Shen:
A Statistical Framework for Inter-Group Image Registration. Neuroinformatics 10(4): 367-378 (2012) - [j5]Shu Liao, Albert C. S. Chung:
Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor. IEEE Trans. Image Process. 21(1): 157-169 (2012) - [j4]Shu Liao, Dinggang Shen:
A Feature-Based Learning Framework for Accurate Prostate Localization in CT Images. IEEE Trans. Image Process. 21(8): 3546-3559 (2012) - 2010
- [j3]Shu Liao, Albert C. S. Chung:
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters. IEEE Trans. Medical Imaging 29(1): 106-119 (2010) - 2009
- [j2]Shu Liao, Max W. K. Law, Albert C. S. Chung:
Dominant Local Binary Patterns for Texture Classification. IEEE Trans. Image Process. 18(5): 1107-1118 (2009) - 2008
- [j1]Rui Gan, Albert C. S. Chung, Shu Liao:
Maximum distance-gradient for robust image registration. Medical Image Anal. 12(4): 452-468 (2008)
Conference and Workshop Papers
- 2021
- [c41]Haibo Yang, Guangyu Wu, Dinggang Shen, Shu Liao:
Automatic Prostate Cancer Detection On Multi-Parametric Mri With Hierarchical Weakly Supervised Learning. ISBI 2021: 316-319 - [c40]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: 507-516 - 2020
- [c39]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: 82-90 - [c38]Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao:
Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning. MICCAI (2) 2020: 178-187 - 2019
- [c37]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: 1096-1099 - [c36]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: 1094905 - 2018
- [c35]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: 286-294 - 2017
- [c34]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: 1013446 - 2015
- [c33]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: 449-461 - 2014
- [c32]Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan:
Adaptive geodesic transform for segmentation of vertebrae on CT images. Medical Imaging: Computer-Aided Diagnosis 2014: 903516 - [c31]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: 90341O - 2013
- [c30]Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen:
Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso. CVPR 2013: 2227-2234 - [c29]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: 511-523 - [c28]Shihui Ying, Guorong Wu, Shu Liao, Dinggang Shen:
Inter-group image registration by hierarchical graph shrinkage. ISBI 2013: 1030-1033 - [c27]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: 251-258 - [c26]Shu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen:
Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation. MICCAI (2) 2013: 254-261 - [c25]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: 551-558 - [c24]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: 649-656 - 2012
- [c23]Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen:
Transductive Prostate Segmentation for CT Image Guided Radiotherapy. MLMI 2012: 1-9 - [c22]Shu Liao, Daoqiang Zhang, Pew-Thian Yap, Guorong Wu, Dinggang Shen:
Group Sparsity Constrained Automatic Brain Label Propagation. MLMI 2012: 45-53 - [c21]Shu Liao, Yaozong Gao, Dinggang Shen:
Sparse Patch Based Prostate Segmentation in CT Images. MICCAI (3) 2012: 385-392 - [c20]Yaozong Gao, Shu Liao, Dinggang Shen:
Prostate Segmentation by Sparse Representation Based Classification. MICCAI (3) 2012: 451-458 - [c19]Shu Liao, Max W. K. Law, Albert C. S. Chung:
Non-rigid image registration using electric current flow. MMBIA 2012: 169-174 - 2011
- [c18]Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen:
A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences. IPMI 2011: 283-295 - [c17]Luping Zhou, Shu Liao, Wei Li, Dinggang Shen:
Learning-based prostate localization for image guided radiation therapy. ISBI 2011: 2103-2106 - [c16]Shu Liao, Dinggang Shen:
A Learning Based Hierarchical Framework for Automatic Prostate Localization in CT Images. Prostate Cancer Imaging 2011: 1-9 - [c15]Yonghong Shi, Shu Liao, Dinggang Shen:
Learning Statistical Correlation of Prostate Deformations for Fast Registration. MLMI 2011: 1-9 - [c14]Wei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen:
Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy. MICCAI (3) 2011: 570-578 - 2010
- [c13]Shu Liao, Albert C. S. Chung:
A novel Markov random field based deformable model for face recognition. CVPR 2010: 2675-2682 - [c12]Shu Liao, Albert C. S. Chung:
A new subspace learning method in Fourier domain for texture classification. ICIP 2010: 4589-4592 - [c11]Shu Liao, Albert C. S. Chung:
A novel multi-layer framework for non-rigid image registration. ISBI 2010: 344-347 - 2009
- [c10]Shu Liao, Albert C. S. Chung:
Face recognition with salient local gradient orientation binary patterns. ICIP 2009: 3317-3320 - [c9]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with Uniform Spherical Structure Patterns. IPMI 2009: 163-175 - [c8]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with Uniform Gradient Spherical Patterns. MICCAI (1) 2009: 696-704 - 2008
- [c7]Shu Liao, Albert C. S. Chung:
Non-rigid Image Registration with SalphaSFilters. MICCAI (2) 2008: 888-896 - 2007
- [c6]Shu Liao, Albert C. S. Chung:
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude. ACCV (2) 2007: 672-679 - [c5]Shu Liao, Albert C. S. Chung:
Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns. ICASSP (1) 2007: 1221-1224 - [c4]Shu Liao, Albert C. S. Chung:
Multi-Modal Image Registration Using Ordinal Features and Multi-Dimensional Mutual Information. ISBI 2007: 5-8 - 2006
- [c3]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: 100-109 - [c2]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: 665-668 - [c1]Shu Liao, Albert C. S. Chung:
Multi-modal Image Registration Using the Generalized Survival Exponential Entropy. MICCAI (2) 2006: 964-971
Parts in Books or Collections
- 2015
- [p1]Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff:
Computer-Assisted Medical Image Analysis Systems. Healthcare Data Analytics 2015: 657-683
Informal and Other Publications
- 2021
- [i1]Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang:
Multi-Modal MRI Reconstruction with Spatial Alignment Network. CoRR abs/2108.05603 (2021)
Coauthor Index
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