Shu Liao

61 papers A* 2B 5Journal 19Unranked 34
YearRankTypeTitle / Venue / Authors
2026 J jnl
Finding Significant Hits in Networks: a network-based tool for analyzing gene-level
Briefings Bioinform.
Sandeep Acharya, Vaha Akbary Moghaddam, Wooseok J. Jung, Yu S. Kang, Shu Liao, Michael A. Province, Michael R. Brent
2025 J jnl
MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment.
CoRR
Mengxi Xiao, Kailai Yang, Pengde Zhao, Enze Zhang, Ziyan Kuang, Zhiwei Liu, Weiguang Han, Shu Liao, Lianting Huang, Jinpeng Hu, Min Peng, Qianqian Xie, Sophia Ananiadou
2022 J jnl
Multimodal MRI Reconstruction Assisted With Spatial Alignment Network.
IEEE Trans. Medical Imaging
Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang
2021 — conf
Automatic Prostate Cancer Detection On Multi-Parametric Mri With Hierarchical Weakly Supervised Learning.
ISBI
Haibo Yang, Guangyu Wu, Dinggang Shen, Shu Liao
2021 — conf
Morphology-Guided Prostate MRI Segmentation with Multi-slice Association.
MLMI@MICCAI
Jianping Li, Zhiming Cui, Shuai Wang, Jie Wei, Jun Feng, Shu Liao, Dinggang Shen
2021 J jnl
Multi-Modal MRI Reconstruction with Spatial Alignment Network.
CoRR
Kai Xuan, Lei Xiang, Xiaoqian Huang, Lichi Zhang, Shu Liao, Dinggang Shen, Qian Wang
2020 — conf
Data-Consistency in Latent Space and Online Update Strategy to Guide GAN for Fast MRI Reconstruction.
MLMIR@MICCAI
Shuo Chen, Shanhui Sun, Xiaoqian Huang, Dinggang Shen, Qian Wang, Shu Liao
2020 — conf
Learning MRI k-Space Subsampling Pattern Using Progressive Weight Pruning.
MICCAI (2)
Kai Xuan, Shanhui Sun, Zhong Xue, Qian Wang, Shu Liao
2019 — conf
Unpaired Mr to CT Synthesis with Explicit Structural Constrained Adversarial Learning.
ISBI
Yunhao Ge, Dongming Wei, Zhong Xue, Qian Wang, Xiang Zhou, Yiqiang Zhan, Shu Liao
2019 B conf
Unpaired whole-body MR to CT synthesis with correlation coefficient constrained adversarial learning.
Image Processing
Yunhao Ge, Zhong Xue, Tuoyu Cao, Shu Liao
2018 — conf
Towards MR-Only Radiotherapy Treatment Planning: Synthetic CT Generation Using Multi-view Deep Convolutional Neural Networks.
MICCAI (1)
Yu Zhao, Shu Liao, Yimo Guo, Liang Zhao, Zhennan Yan, Sungmin Hong, Gerardo Hermosillo, Tianming Liu, Xiang Sean Zhou, Yiqiang Zhan
2017 J jnl
A study of quadratic inference functions with alternative weighting matrices.
Commun. Stat. Simul. Comput.
Weiming Yang, Shu Liao
2017 — conf
Automatic lumbar spine measurement in CT images.
Computer-Aided Diagnosis
Yunxiang Mao, Dong Zheng, Shu Liao, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei
2016 J jnl
A learning-based CT prostate segmentation method via joint transductive feature selection and regression.
Neurocomputing
Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2016 J jnl
Automatic Lumbar Spondylolisthesis Measurement in CT Images.
IEEE Trans. Medical Imaging
Shu Liao, Yiqiang Zhan, Zhongxing Dong, Ruyi Yan, Liyan Gong, Xiang Sean Zhou, Marcos Salganicoff, Jun Fei
2016 J jnl
Multi-Instance Deep Learning: Discover Discriminative Local Anatomies for Bodypart Recognition.
IEEE Trans. Medical Imaging
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Shaoting Zhang, Dimitris N. Metaxas, Xiang Sean Zhou
2015 — conf
Bodypart Recognition Using Multi-stage Deep Learning.
IPMI
Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou
2015 — ch.
Computer-Assisted Medical Image Analysis Systems.
Healthcare Data Analytics
Shu Liao, Shipeng Yu, Matthias Wolf, Gerardo Hermosillo, Yiqiang Zhan, Yoshihisa Shinagawa, Zhigang Peng, Xiang Sean Zhou, Luca Bogoni, Marcos Salganicoff
2015 J jnl
Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso.
IEEE Trans. Pattern Anal. Mach. Intell.
Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2014 J jnl
A Markov Random Field Groupwise Registration Framework for Face Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Shu Liao, Dinggang Shen, Albert C. S. Chung
2014 — conf
Adaptive geodesic transform for segmentation of vertebrae on CT images.
Computer-Aided Diagnosis
Bilwaj Gaonkar, Shu Liao, Gerardo Hermosillo, Yiqiang Zhan
2014 B conf
Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones.
Image Processing
Fitsum A. Reda, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Gerardo Hermosillo, Xiang Sean Zhou
2013 — conf
Automated Segmentation of CBCT Image Using Spiral CT Atlases and Convex Optimization.
MICCAI (3)
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
2013 — conf
Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization.
IPMI
Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, Dinggang Shen
2013 — conf
Inter-group image registration by hierarchical graph shrinkage.
ISBI
Shihui Ying, Guorong Wu, Shu Liao, Dinggang Shen
2013 — conf
Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion.
MICCAI (3)
Guorong Wu, Qian Wang, Shu Liao, Daoqiang Zhang, Feiping Nie, Dinggang Shen
2013 J jnl
On the dynamics of a vaccination model with multiple transmission ways.
Int. J. Appl. Math. Comput. Sci.
Shu Liao, Weiming Yang
2013 A* conf
Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso.
CVPR
Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2013 — conf
Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation.
MICCAI (2)
Shu Liao, Yaozong Gao, Aytekin Oto, Dinggang Shen
2013 J jnl
Sparse Patch-Based Label Propagation for Accurate Prostate Localization in CT Images.
IEEE Trans. Medical Imaging
Shu Liao, Yaozong Gao, Jun Lian, Dinggang Shen
2013 — conf
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images.
MICCAI (2)
Guorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, Dinggang Shen
2012 J jnl
A Feature-Based Learning Framework for Accurate Prostate Localization in CT Images.
IEEE Trans. Image Process.
Shu Liao, Dinggang Shen
2012 J jnl
A Statistical Framework for Inter-Group Image Registration.
Neuroinformatics
Shu Liao, Guorong Wu, Dinggang Shen
2012 J jnl
A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences.
NeuroImage
Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen
2012 — conf
Group Sparsity Constrained Automatic Brain Label Propagation.
MLMI
Shu Liao, Daoqiang Zhang, Pew-Thian Yap, Guorong Wu, Dinggang Shen
2012 — conf
Non-rigid image registration using electric current flow.
MMBIA
Shu Liao, Max W. K. Law, Albert C. S. Chung
2012 J jnl
Nonrigid Brain MR Image Registration Using Uniform Spherical Region Descriptor.
IEEE Trans. Image Process.
Shu Liao, Albert C. S. Chung
2012 — conf
Prostate Segmentation by Sparse Representation Based Classification.
MICCAI (3)
Yaozong Gao, Shu Liao, Dinggang Shen
2012 — conf
Sparse Patch Based Prostate Segmentation in CT Images.
MICCAI (3)
Shu Liao, Yaozong Gao, Dinggang Shen
2012 — conf
Transductive Prostate Segmentation for CT Image Guided Radiotherapy.
MLMI
Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2011 — conf
A Learning Based Hierarchical Framework for Automatic Prostate Localization in CT Images.
Prostate Cancer Imaging
Shu Liao, Dinggang Shen
2011 — conf
A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences.
IPMI
Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen
2011 — conf
Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy.
MICCAI (3)
Wei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen
2011 — conf
Learning Statistical Correlation of Prostate Deformations for Fast Registration.
MLMI
Yonghong Shi, Shu Liao, Dinggang Shen
2011 — conf
Learning-based prostate localization for image guided radiation therapy.
ISBI
Luping Zhou, Shu Liao, Wei Li, Dinggang Shen
2010 B conf
A new subspace learning method in Fourier domain for texture classification.
ICIP
Shu Liao, Albert C. S. Chung
2010 A* conf
A novel Markov random field based deformable model for face recognition.
CVPR
Shu Liao, Albert C. S. Chung
2010 — conf
A novel multi-layer framework for non-rigid image registration.
ISBI
Shu Liao, Albert C. S. Chung
2010 J jnl
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters.
IEEE Trans. Medical Imaging
Shu Liao, Albert C. S. Chung
2009 J jnl
Dominant Local Binary Patterns for Texture Classification.
IEEE Trans. Image Process.
Shu Liao, Max W. K. Law, Albert C. S. Chung
2009 B conf
Face recognition with salient local gradient orientation binary patterns.
ICIP
Shu Liao, Albert C. S. Chung
2009 — conf
Non-rigid Image Registration with Uniform Gradient Spherical Patterns.
MICCAI (1)
Shu Liao, Albert C. S. Chung
2009 — conf
Non-rigid Image Registration with Uniform Spherical Structure Patterns.
IPMI
Shu Liao, Albert C. S. Chung
2008 J jnl
Maximum distance-gradient for robust image registration.
Medical Image Anal.
Rui Gan, Albert C. S. Chung, Shu Liao
2008 — conf
Non-rigid Image Registration with SalphaSFilters.
MICCAI (2)
Shu Liao, Albert C. S. Chung
2007 — conf
Face Recognition by Using Elongated Local Binary Patterns with Average Maximum Distance Gradient Magnitude.
ACCV (2)
Shu Liao, Albert C. S. Chung
2007 — conf
Multi-Modal Image Registration Using Ordinal Features and Multi-Dimensional Mutual Information.
ISBI
Shu Liao, Albert C. S. Chung
2007 — conf
Texture Classification by using Advanced Local Binary Patterns and Spatial Distribution of Dominant Patterns.
ICASSP (1)
Shu Liao, Albert C. S. Chung
2006 — conf
Combining Microscopic and Macroscopic Information for Rotation and Histogram Equalization Invariant Texture Classification.
ACCV (1)
Shu Liao, Max W. K. Law, Albert C. S. Chung
2006 B conf
Facial Expression Recognition using Advanced Local Binary Patterns, Tsallis Entropies and Global Appearance Features.
ICIP
Shu Liao, Wei Fan, Albert C. S. Chung, Dit-Yan Yeung
2006 — conf
Multi-modal Image Registration Using the Generalized Survival Exponential Entropy.
MICCAI (2)
Shu Liao, Albert C. S. Chung