Joint Segmentation and Registration for Infant Brain Images - Guorong Wu; Li Wang; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

LINKS: Learning-Based Multi-source IntegratioN FrameworK for Segmentation of Infant Brain Images - Li Wang; Yaozong Gao; Feng Shi; Gang Li; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images - Feng Shi; Jian Cheng; Li Wang; Pew-Thian Yap; Dinggang Shen (Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Third International Workshop, STIA 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

Estimating Anatomically-Correct Reference Model for Craniomaxillofacial Deformity via Sparse Representation - Yi Ren; Li Wang; Yaozong Gao; Zhen Tang; Ken-Chung Chen; Jianfu Li; Steve Guo-Fang Shen; Jin Yan; Philip K. M. Lee; Ben Chow; James J. Xia; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

Constructing 4D Infant Cortical Surface Atlases Based on Dynamic Developmental Trajectories of the Cortex - Gang Li; Li Wang; Feng Shi; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images - Yaozong Gao; Li Wang; Yeqin Shao; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Atlas-Guided Multi-channel Forest Learning for Human Brain Labeling - Guangkai Ma; Yaozong Gao; Guorong Wu; Ligang Wu; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

CT Prostate Deformable Segmentation by Boundary Regression - Yeqin Shao; Yaozong Gao; Xin Yang; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2014, Held in Conjunction with MICCAI 2014, Cambridge, MA, USA, September 18, 2014, Revised Selected Papers, 2014)

Sparse Discriminative Feature Selection for Multi-class Alzheimer's Disease Classification - Xiaofeng Zhu; Heung-Il Suk; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Multi-modality Canonical Feature Selection for Alzheimer's Disease Diagnosis - Xiaofeng Zhu; Heung-Il Suk; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

Context-Aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images - Yaozong Gao; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Multiple-Network Classification of Childhood Autism Using Functional Connectivity Dynamics - True Price; Chong-Yaw Wee; Wei Gao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Robust Anatomical Landmark Detection for MR Brain Image Registration - Dong Han; Yaozong Gao; Guorong Wu; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I, 2014)

Novel Multi-Atlas Segmentation by Matrix Completion - Gerard Sanroma; Guorong Wu; Kim-Han Thung; Yanrong Guo; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Maximum-Margin Based Representation Learning from Multiple Atlases for Alzheimer's Disease Classification - Rui Min; Jian Cheng; True Price; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

Robust Deep Learning for Improved Classification of AD/MCI Patients - Feng Li; Loc Tran; Kim-Han Thung; Shuiwang Ji; Dinggang Shen; Jiang Li (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold Regularization - Sang Hyun Park; Yaozong Gao; Yinghuan Shi; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Prediction of Standard-Dose PET Image by Low-Dose PET and MRI Images - Jiayin Kang; Yaozong Gao; Yao Wu; Guangkai Ma; Feng Shi; Weili Lin; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Designing Single- and Multiple-Shell Sampling Schemes for Diffusion MRI Using Spherical Code - Jian Cheng; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Online Discriminative Multi-atlas Learning for Isointense Infant Brain Segmentation - Xuchu Wang; Li Wang; Heung-Il Suk; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Hierarchical Label Fusion with Multiscale Feature Representation and Label-Specific Patch Partition - Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part I, 2014)

Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis - Rongjian Li; Wenlu Zhang; Heung-Il Suk; Li Wang; Jiang Li; Dinggang Shen; Shuiwang Ji (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Segmenting Hippocampus from Infant Brains by Sparse Patch Matching with Deep-Learned Features - Yanrong Guo; Guorong Wu; Leah A. Commander; Stephanie Szary; Valerie Jewells; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

In Vivo MRI Based Prostate Cancer Identification with Random Forests and Auto-context Model - Chunjun Qian; Li Wang; Ambereen Yousuf; Aytekin Oto; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Max-Margin Based Learning for Discriminative Bayesian Network from Neuroimaging Data - Luping Zhou; Lei Wang; Lingqiao Liu; Philip Ogunbona; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Learning of Atlas Forest Hierarchy for Automatic Labeling of MR Brain Images - Lichi Zhang; Qian Wang; Yaozong Gao; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - 5th International Workshop, MLMI 2014, Held in Conjunction with MICCAI 2014, Boston, MA, USA, September 14, 2014. Proceedings, 2014)

Clustering-Induced Multi-task Learning for AD/MCI Classification - Heung-Il Suk; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

A Novel Multi-relation Regularization Method for Regression and Classification in AD Diagnosis - Xiaofeng Zhu; Heung-Il Suk; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part III, 2014)

Brain Connectivity Hyper-Network for MCI Classification - Biao Jie; Dinggang Shen; Daoqiang Zhang (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014 - 17th International Conference, Boston, MA, USA, September 14-18, 2014, Proceedings, Part II, 2014)

Machine Learning Techniques for AD/MCI Diagnosis and Prognosis - Dinggang Shen; Chong-Yaw Wee; Daoqiang Zhang; Luping Zhou; Pew-Thian Yap (Machine Learning in Healthcare Informatics, 2014)

Machine learning in medical imaging - Pingkun Yan; Kenji Suzuki; Fei Wang; Dinggang Shen (Mach. Vis. Appl., 2013)

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data - Yimei Li; John H. Gilmore; Dinggang Shen; Martin Styner; Weili Lin; Hongtu Zhu (NeuroImage, 2013)

Development of cortical anatomical properties from early childhood to early adulthood - Jingxin Nie; Gang Li; Dinggang Shen (NeuroImage, 2013)

Automatic hippocampus segmentation of 7.0 Tesla MR images by combining multiple atlases and auto-context models - Minjeong Kim; Guorong Wu; Wei Li; Li Wang; Young-Don Son; Zang-Hee Cho; Dinggang Shen (NeuroImage, 2013)

Automated Segmentation of Mouse Brain Images Using Multi-Atlas Multi-ROI Deformation and Label Fusion - Jingxin Nie; Dinggang Shen (Neuroinformatics, 2013)

iBEAT: A Toolbox for Infant Brain Magnetic Resonance Image Processing - Yakang Dai; Feng Shi; Li Wang; Guorong Wu; Dinggang Shen (Neuroinformatics, 2013)

Fine-Granularity Functional Interaction Signatures for Characterization of Brain Conditions - Xintao Hu; Dajiang Zhu; Peili Lv; Kaiming Li; Junwei Han; Lihong Wang; Dinggang Shen; Lei Guo; Tianming Liu (Neuroinformatics, 2013)

Semi-Supervised Multimodal Relevance Vector Regression Improves Cognitive Performance Estimation from Imaging and Biological Biomarkers - Bo Cheng; Daoqiang Zhang; Songcan Chen; Daniel Kaufer; Dinggang Shen (Neuroinformatics, 2013)

Robust Anatomical Correspondence Detection by Hierarchical Sparse Graph Matching - Yanrong Guo; Guorong Wu; Jianguo Jiang; Dinggang Shen (IEEE Trans. Medical Imaging, 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)

Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering - Hanbo Chen; Kaiming Li; Dajiang Zhu; Xi Jiang; Yixuan Yuan; Peili Lv; Tuo Zhang; Lei Guo; Dinggang Shen; Tianming Liu (IEEE Trans. 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 (2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013, 2013)

Discriminative Brain Effective Connectivity Analysis for Alzheimer's Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network - Luping Zhou; Lei Wang; Lingqiao Liu; Philip Ogunbona; Dinggang Shen (2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013, 2013)

Groupwise Registration via Graph Shrinkage on the Image Manifold - Shihui Ying; Guorong Wu; Qian Wang; Dinggang Shen (2013 IEEE Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013, 2013)

Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models - Dajiang Zhu; Xiang Li; Xi Jiang; Hanbo Chen; Dinggang Shen; Tianming Liu (Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings, 2013)

The Non-Local Bootstrap - Estimation of Uncertainty in Diffusion MRI - Pew-Thian Yap; Hongyu An; Yasheng Chen; Dinggang Shen (Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings, 2013)

Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration - Qian Wang; Minjeong Kim; Guorong Wu; Dinggang Shen (Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings, 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 (Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings, 2013)

MR prostate segmentation via distributed discriminative dictionary (DDD) learning - Yanrong Guo; Yiqiang Zhan; Yaozong Gao; Jianguo Jiang; Dinggang Shen (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Inferring functional network-based signatures via structurally-weighted LASSO model - Dajiang Zhu; Dinggang Shen; Tianming Liu (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Inter-group image registration by hierarchical graph shrinkage - Shihui Ying; Guorong Wu; Shu Liao; Dinggang Shen (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Patch-driven neonatal brain MRI segmentation with sparse representation and level sets - Li Wang; Feng Shi; Gang Li; Weili Lin; John H. Gilmore; Dinggang Shen (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Kernel-based multi-task joint sparse classification for Alzheimer'S disease - Yaping Wang; Manhua Liu; Lei Guo; Dinggang Shen (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Measuring longitudinally dynamic cortex development in infants by reconstruction of consistent cortical surfaces - Gang Li; Jingxin Nie; Li Wang; Feng Shi; John H. Gilmore; Weili Lin; Dinggang Shen (10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings, 2013)

Unsupervised Deep Learning for Hippocampus Segmentation in 7.0 Tesla MR Images - Minjeong Kim; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Integrating Multiple Network Properties for MCI Identification - Biao Jie; Daoqiang Zhang; Heung-Il Suk; Chong-Yaw Wee; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization - Pei Zhang; Marc Niethammer; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Multi-atlas Based Simultaneous Labeling of Longitudinal Dynamic Cortical Surfaces in Infants - Gang Li; Li Wang; Feng Shi; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Non-negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation - Jian Cheng; Rachid Deriche; Tianzi Jiang; Dinggang Shen; Pew-Thian Yap (Computational Diffusion MRI and Brain Connectivity, MICCAI Workshops CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013, 2013)

Discriminative Group Sparse Representation for Mild Cognitive Impairment Classification - Heung-Il Suk; Chong-Yaw Wee; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Harnessing Group-Sparsity Regularization for Resolution Enhancement of Lung 4D-CT - Arnav Bhavsar; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III, 2013)

Temporally Dynamic Resting-State Functional Connectivity Networks for Early MCI Identification - Chong-Yaw Wee; Sen Yang; Pew-Thian Yap; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Estimating Uncertainty in White Matter Tractography Using Wild Non-local Bootstrap - Pew-Thian Yap; Hongyu An; Yasheng Chen; Dinggang Shen (Computational Diffusion MRI and Brain Connectivity, MICCAI Workshops CDMRI/MMBC, Nagoya, Japan, September 22nd, 2013, 2013)

Brain-Cloud: A Generalized and Flexible Registration Framework for Brain MR Images - Minjeong Kim; Guorong Wu; Qian Wang; Dinggang Shen (Augmented Reality Environments for Medical Imaging and Computer-Assisted Interventions - 6th International Workshop, MIAR 2013 and 8th International Workshop, AE-CAI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Low-Rank Total Variation for Image Super-Resolution - Feng Shi; Jian Cheng; Li Wang; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Identification of Alzheimer's Disease Using Incomplete Multimodal Dataset via Matrix Shrinkage and Completion - Kim-Han Thung; Chong-Yaw Wee; Pew-Thian Yap; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR Images - Manhua Liu; Heung-Il Suk; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 2013)

Sparse Multimodal Manifold-Regularized Transfer Learning for MCI Conversion Prediction - Bo Cheng; Daoqiang Zhang; Biao Jie; Dinggang Shen (Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings, 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; et al. (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III, 2013)

Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation - Shu Liao; Yaozong Gao; Aytekin Oto; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Manifold Regularized Multi-Task Feature Selection for Multi-Modality Classification in Alzheimer's Disease - Biao Jie; Daoqiang Zhang; Bo Cheng; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Large Deformation Image Classification Using Generalized Locality-Constrained Linear Coding - Pei Zhang; Chong-Yaw Wee; Marc Niethammer; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Inter-modality Relationship Constrained Multi-Task Feature Selection for AD/MCI Classification - Feng Liu; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

High-Order Graph Matching Based Feature Selection for Alzheimer's Disease Identification - Feng Liu; Heung-Il Suk; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks - Chong-Yaw Wee; Yang Li; Biao Jie; Zi-Wen Peng; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy - Yaozong Gao; Yiqiang Zhan; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

A Generative Model for Resolution Enhancement of Diffusion MRI Data - Pew-Thian Yap; Hongyu An; Yasheng Chen; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III, 2013)

Minimizing Joint Risk of Mislabeling for Iterative Patch-Based Label Fusion - Guorong Wu; Qian Wang; Shu Liao; Daoqiang Zhang; Feiping Nie; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III, 2013)

Deep Learning-Based Feature Representation for AD/MCI Classification - Heung-Il Suk; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning - Jian Cheng; Tianzi Jiang; Rachid Deriche; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images - Guorong Wu; Minjeong Kim; Qian Wang; Yaozong Gao; Shu Liao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI - Xi Jiang; Dajiang Zhu; Kaiming Li; Tuo Zhang; Dinggang Shen; Lei Guo; Tianming Liu (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II, 2013)

Integration of Sparse Multi-modality Representation and Geometrical Constraint for Isointense Infant Brain Segmentation - Li Wang; Feng Shi; Gang Li; Weili Lin; John H. Gilmore; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part I, 2013)

Consistent 4D brain extraction of serial brain MR images - Yaping Wang; Gang Li; Jingxin Nie; Pew-Thian Yap; Lei Guo; Dinggang Shen (Medical Imaging 2013: Image Processing, Lake Buena Vista (Orlando Area), Florida, USA, February 10-12, 2013, 2013)

Multimodal Brain Image Analysis - Third International Workshop, MBIA 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013, Proceedings - Li Shen; Tianming Liu; Pew-Thian Yap; Heng Huang; Dinggang Shen; Carl-Fredrik Westin (Springer, 2013)

Machine Learning in Medical Imaging - 4th International Workshop, MLMI 2013, Held in Conjunction with MICCAI 2013, Nagoya, Japan, September 22, 2013. Proceedings - Guorong Wu; Daoqiang Zhang; Dinggang Shen; Pingkun Yan; Kenji Suzuki; Fei Wang (Springer, 2013)

Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning - Jian Cheng; Tianzi Jiang; Rachid Deriche; Dinggang Shen; Pew-Thian Yap (CoRR, 2013)

Directed graph based image registration - Hongjun Jia; Guorong Wu; Qian Wang; Yaping Wang; Minjeong Kim; Dinggang Shen (Comput. Medical Imaging Graph., 2012)

Machine Learning in Medical Imaging - Kenji Suzuki; Pingkun Yan; Fei Wang; Dinggang Shen (Int. J. Biomed. Imaging, 2012)

Registration of longitudinal brain image sequences with implicit template and spatial-temporal heuristics - Guorong Wu; Qian Wang; Dinggang Shen (NeuroImage, 2012)

Iterative multi-atlas-based multi-image segmentation with tree-based registration - Hongjun Jia; Pew-Thian Yap; Dinggang Shen (NeuroImage, 2012)

Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease - Daoqiang Zhang; Dinggang Shen (NeuroImage, 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)

Identification of MCI individuals using structural and functional connectivity networks - Chong-Yaw Wee; Pew-Thian Yap; Daoqiang Zhang; Kevin Denny; Jeffrey N. Browndyke; Guy G. Potter; Kathleen Welsh-Bohmer; Lihong Wang; Dinggang Shen (NeuroImage, 2012)

Consistent reconstruction of cortical surfaces from longitudinal brain MR images - Gang Li; Jingxin Nie; Guorong Wu; Yaping Wang; Dinggang Shen (NeuroImage, 2012)

Ensemble sparse classification of Alzheimer's disease - Manhua Liu; Daoqiang Zhang; Dinggang Shen (NeuroImage, 2012)

Altered structural connectivity in neonates at genetic risk for schizophrenia: A combined study using morphological and white matter networks - Feng Shi; Pew-Thian Yap; Wei Gao; Weili Lin; John H. Gilmore; Dinggang Shen (NeuroImage, 2012)

LABEL: Pediatric brain extraction using learning-based meta-algorithm - Feng Shi; Li Wang; Yakang Dai; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2012)

Erratum to multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease [Neuroimage 59/2 (2012) 895-907] - Daoqiang Zhang; Dinggang Shen (NeuroImage, 2012)

A Statistical Framework for Inter-Group Image Registration - Shu Liao; Guorong Wu; Dinggang Shen (Neuroinformatics, 2012)

A General Fast Registration Framework by Learning Deformation-Appearance Correlation - Minjeong Kim; Guorong Wu; Pew-Thian Yap; Dinggang Shen (IEEE Trans. Image Process., 2012)

A Feature-Based Learning Framework for Accurate Prostate Localization in CT Images - Shu Liao; Dinggang Shen (IEEE Trans. Image Process., 2012)

Hierarchical Patch-Based Sparse Representation - A New Approach for Resolution Enhancement of 4D-CT Lung Data - Yu Zhang; Guorong Wu; Pew-Thian Yap; Qianjin Feng; Jun Lian; Wufan Chen; Dinggang Shen (IEEE Trans. Medical Imaging, 2012)

Spatial Transformation of DWI Data Using Non-Negative Sparse Representation - Pew-Thian Yap; Dinggang Shen (IEEE Trans. Medical Imaging, 2012)

Automated Delineation of Calcified Vessels in Mammography by Tracking With Uncertainty and Graphical Linking Techniques - Jie-Zhi Cheng; Chung-Ming Chen; Elodia B. Cole; Etta D. Pisano; Dinggang Shen (IEEE Trans. Medical Imaging, 2012)

Reconstruction of super-resolution lung 4D-CT using patch-based sparse representation - Yu Zhang; Guorong Wu; Pew-Thian Yap; Qianjin Feng; Jun Lian; Wufan Chen; Dinggang Shen (2012 IEEE Conference on Computer Vision and Pattern Recognition, Providence, RI, USA, June 16-21, 2012, 2012)

Identification of breast vascular calcium deposition in digital mammography by linear structure analysis - Jie-Zhi Cheng; Chung-Ming Chen; Dinggang Shen (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 2012)

Multi-contrast diffusion tensor image registration with structural MRI - Xiujuan Geng; Martin Styner; Aditya Gupta; Dinggang Shen; John H. Gilmore (9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings, 2012)

Transductive Prostate Segmentation for CT Image Guided Radiotherapy - Yinghuan Shi; Shu Liao; Yaozong Gao; Daoqiang Zhang; Yang Gao; Dinggang Shen (Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers, 2012)

Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling - Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint - Yanrong Guo; Guorong Wu; Yakang Dai; Jianguo Jiang; Dinggang Shen (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers, 2012)

Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease - Manhua Liu; Daoqiang Zhang; Pew-Thian Yap; Dinggang Shen (Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers, 2012)

Dense Deformation Reconstruction via Sparse Coding - Yonghong Shi; Guorong Wu; Zhijian Song; Dinggang Shen (Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers, 2012)

Group Sparsity Constrained Automatic Brain Label Propagation - Shu Liao; Daoqiang Zhang; Pew-Thian Yap; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers, 2012)

Sparse Patch-Guided Deformation Estimation for Improved Image Registration - Minjeong Kim; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers, 2012)

4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement - Li Wang; Feng Shi; Gang Li; Dinggang Shen (Spatio-temporal Image Analysis for Longitudinal and Time-Series Image Data - Second International Workshop, STIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012. Proceedings, 2012)

Domain Transfer Learning for MCI Conversion Prediction - Bo Cheng; Daoqiang Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration for MR Brain Images - Guorong Wu; Minjeong Kim; Qian Wang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Sparse Patch-Based Label Fusion for Multi-Atlas Segmentation - Daoqiang Zhang; Qimiao Guo; Guorong Wu; Dinggang Shen (Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings, 2012)

Partition Cortical Surfaces into Supervertices: Method and Application - Gang Li; Jingxin Nie; Dinggang Shen (Mesh Processing in Medical Image Analysis 2012 - MICCAI 2012 International Workshop, MeshMed 2012, Nice, France, October 1, 2012. Proceedings, 2012)

Multiple Atlases-Based Joint Labeling of Human Cortical Sulcal Curves - Ilwoo Lyu; Gang Li; Minjeong Kim; Dinggang Shen (Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging - Second International MICCAI Workshop, MCV 2012, Nice, France, October 5, 2012, Revised Selected Papers, 2012)

Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models - Pei Zhang; Pew-Thian Yap; Dinggang Shen; Timothy F. Cootes (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images - Pei Zhang; Marc Niethammer; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Structural Feature Selection for Connectivity Network-Based MCI Diagnosis - Biao Jie; Daoqiang Zhang; Chong-Yaw Wee; Dinggang Shen (Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings, 2012)

Groupwise Segmentation Improves Neuroimaging Classification Accuracy - Yaping Wang; Hongjun Jia; Pew-Thian Yap; Bo Cheng; Chong-Yaw Wee; Lei Guo; Dinggang Shen (Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings, 2012)

DWI Denoising Using Spatial, Angular, and Radiometric Filtering - Pew-Thian Yap; Dinggang Shen (Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings, 2012)

Constrained Sparse Functional Connectivity Networks for MCI Classification - Chong-Yaw Wee; Pew-Thian Yap; Daoqiang Zhang; Lihong Wang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Non-local Means Resolution Enhancement of Lung 4D-CT Data - Yu Zhang; Guorong Wu; Pew-Thian Yap; Qianjin Feng; Jun Lian; Wufan Chen; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Tree-Guided Sparse Coding for Brain Disease Classification - Manhua Liu; Daoqiang Zhang; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Atlas Construction via Dictionary Learning and Group Sparsity - Feng Shi; Li Wang; Guorong Wu; Yu Zhang; Manhua Liu; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I, 2012)

Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis - Daoqiang Zhang; Jun Liu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Spatial Warping of DWI Data Using Sparse Representation - Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II, 2012)

Sparse Patch Based Prostate Segmentation in CT Images - Shu Liao; Yaozong Gao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Prostate Segmentation by Sparse Representation Based Classification - Yaozong Gao; Shu Liao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III, 2012)

Multimodal Brain Image Analysis - Second International Workshop, MBIA 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1-5, 2012. Proceedings - Pew-Thian Yap; Tianming Liu; Dinggang Shen; Carl-Fredrik Westin; Li Shen (Springer, 2012)

Machine Learning in Medical Imaging - Third International Workshop, MLMI 2012, Held in Conjunction with MICCAI 2012, Nice, France, October 1, 2012, Revised Selected Papers - Fei Wang; Dinggang Shen; Pingkun Yan; Kenji Suzuki (Springer, 2012)

Tissue probability map constrained 4D clustering algorithm for increased accuracy and robustness in SerialMR brain image segmentation - Zhong Xue; Dinggang Shen; Hai Li; Stephen T. C. Wong (Int. J. Medical Eng. Informatics, 2011)

Intermediate templates guided groupwise registration of diffusion tensor images - Hongjun Jia; Pew-Thian Yap; Guorong Wu; Qian Wang; Dinggang Shen (NeuroImage, 2011)

Enriched white matter connectivity networks for accurate identification of MCI patients - Chong-Yaw Wee; Pew-Thian Yap; Wenbin Li; Kevin Denny; Jeffrey N. Browndyke; Guy G. Potter; Kathleen Welsh-Bohmer; Lihong Wang; Dinggang Shen (NeuroImage, 2011)

Brain anatomical networks in early human brain development - Yong Fan; Feng Shi; Jeffrey Keith Smith; Weili Lin; John H. Gilmore; Dinggang Shen (NeuroImage, 2011)

SPHERE: SPherical Harmonic Elastic REgistration of HARDI data - Pew-Thian Yap; Yasheng Chen; Hongyu An; Yang Yang; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2011)

Multimodal classification of Alzheimer's disease and mild cognitive impairment - Daoqiang Zhang; Yaping Wang; Luping Zhou; Hong Yuan; Dinggang Shen (NeuroImage, 2011)

Sex differences in grey matter atrophy patterns among AD and aMCI patients: Results from ADNI - Martha Skup; Hongtu Zhu; Yaping Wang; Kelly S. Giovanello; Ja-an Lin; Dinggang Shen; Feng Shi; Wei Gao; Weili Lin; Yong Fan; Heping Zhang (NeuroImage, 2011)

SharpMean: Groupwise registration guided by sharp mean image and tree-based registration - Guorong Wu; Hongjun Jia; Qian Wang; Dinggang Shen (NeuroImage, 2011)

Consistent sulcal parcellation of longitudinal cortical surfaces - Gang Li; Dinggang Shen (NeuroImage, 2011)

Automatic segmentation of neonatal images using convex optimization and coupled level sets - Li Wang; Feng Shi; Weili Lin; John H. Gilmore; Dinggang Shen (NeuroImage, 2011)

Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging - Yasheng Chen; Hongyu An; Hongtu Zhu; Valerie Jewells; Diane Armao; Dinggang Shen; John H. Gilmore; Weili Lin (NeuroImage, 2011)

PopTract: Population-Based Tractography - Pew-Thian Yap; John H. Gilmore; Weili Lin; Dinggang Shen (IEEE Trans. Medical Imaging, 2011)

Hierarchical anatomical brain networks for MCI prediction by partial least square analysis - Luping Zhou; Yaping Wang; Yang Li; Pew-Thian Yap; Dinggang Shen (The 24th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011, Colorado Springs, CO, USA, 20-25 June 2011, 2011)

A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences - Shu Liao; Hongjun Jia; Guorong Wu; Dinggang Shen (Information Processing in Medical Imaging - 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings, 2011)

Reconstruction of 4D-CT from a Single Free-Breathing 3D-CT by Spatial-Temporal Image Registration - Guorong Wu; Qian Wang; Jun Lian; Dinggang Shen (Information Processing in Medical Imaging - 22nd International Conference, IPMI 2011, Kloster Irsee, Germany, July 3-8, 2011. Proceedings, 2011)

Consistent sulcal parcellation of longitudinal cortical surfaces - Gang Li; Yang Li; Yaping Wang; Dinggang Shen (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

Groupwise registration of breast DCE-MR images for accurate tumor measurement - Minjeong Kim; Guorong Wu; Dinggang Shen (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

iTree: Fast and accurate image registration based on the combinative and incremental tree - Hongjun Jia; Guorong Wu; Qian Wang; Minjeong Kim; Dinggang Shen (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

Automated DNA fiber tracking and measurement - Yaping Wang; Paul Chastain; Pew-Thian Yap; Jie-Zhi Cheng; David Kaufman; Lei Guo; Dinggang Shen (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

Semi-supervised multimodal classification of alzheimer's disease - Daoqiang Zhang; Dinggang Shen (Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 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, ISBI 2011, March 30 - April 2, 2011, Chicago, Illinois, USA, 2011)

A Learning Based Hierarchical Framework for Automatic Prostate Localization in CT Images - Shu Liao; Dinggang Shen (Prostate Cancer Imaging. Image Analysis and Image-Guided Interventions - International Workshop, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 22, 2011. Proceedings, 2011)

Learning Statistical Correlation of Prostate Deformations for Fast Registration - Yonghong Shi; Shu Liao; Dinggang Shen (Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Fiber Modeling and Clustering Based on Neuroanatomical Features - Qian Wang; Pew-Thian Yap; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Multi-Modal Multi-Task Learning for Joint Prediction of Clinical Scores in Alzheimer's Disease - Daoqiang Zhang; Dinggang Shen (Multimodal Brain Image Analysis, First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Longitudinal Tractography with Application to Neuronal Fiber Trajectory Reconstruction in Neonates - Pew-Thian Yap; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images - Li Wang; Feng Shi; Pew-Thian Yap; John H. Gilmore; Weili Lin; Dinggang Shen (Multimodal Brain Image Analysis, First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models - Minjeong Kim; Guorong Wu; Wei Li; Li Wang; Young-Don Son; Zang-Hee Cho; Dinggang Shen (Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Reconstruction of Fiber Trajectories via Population-Based Estimation of Local Orientations - Pew-Thian Yap; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Directed Graph Based Image Registration - Hongjun Jia; Guorong Wu; Qian Wang; Yaping Wang; Minjeong Kim; Dinggang Shen (Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Diffusion Tensor Image Registration with Combined Tract and Tensor Features - Qian Wang; Pew-Thian Yap; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Predicting Clinical Scores Using Semi-supervised Multimodal Relevance Vector Regression - Bo Cheng; Daoqiang Zhang; Songcan Chen; Dinggang Shen (Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Identification of Individuals with MCI via Multimodality Connectivity Networks - Chong-Yaw Wee; Pew-Thian Yap; Daoqiang Zhang; Kevin Denny; Lihong Wang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Learning-Based Meta-Algorithm for MRI Brain Extraction - Feng Shi; Li Wang; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer's Disease - Daoqiang Zhang; Dinggang Shen (Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings, 2011)

Estimating the 4D Respiratory Lung Motion by Spatiotemporal Registration and Building Super-Resolution Image - Guorong Wu; Qian Wang; Jun Lian; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part I, 2011)

Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy - Wei Li; Shu Liao; Qianjin Feng; Wufan Chen; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies - Yaping Wang; Jingxin Nie; Pew-Thian Yap; Feng Shi; Lei Guo; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Confidence-Guided Sequential Label Fusion for Multi-atlas Based Segmentation - Daoqiang Zhang; Guorong Wu; Hongjun Jia; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part III, 2011)

Consistent Reconstruction of Cortical Surfaces from Longitudinal Brain MR Images - Gang Li; Jingxin Nie; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011 - 14th International Conference, Toronto, Canada, September 18-22, 2011, Proceedings, Part II, 2011)

Machine Learning in Medical Imaging - Second International Workshop, MLMI 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings - Kenji Suzuki; Fei Wang; Dinggang Shen; Pingkun Yan (Springer, 2011)

Multimodal Brain Image Analysis, First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Toronto, Canada, September 18, 2011. Proceedings - Tianming Liu; Dinggang Shen; Luis Ibáñez; Xiaodong Tao (Springer, 2011)

Neonatal brain image segmentation in longitudinal MRI studies - Feng Shi; Yong Fan; Songyuan Tang; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2010)

TPS-HAMMER: Improving HAMMER registration algorithm by soft correspondence matching and thin-plate splines based deformation interpolation - Guorong Wu; Pew-Thian Yap; Minjeong Kim; Dinggang Shen (NeuroImage, 2010)

Attribute vector guided groupwise registration - Qian Wang; Guorong Wu; Pew-Thian Yap; Dinggang Shen (NeuroImage, 2010)

Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation - Feng Shi; Pew-Thian Yap; Yong Fan; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2010)

ABSORB: Atlas building by self-organized registration and bundling - Hongjun Jia; Guorong Wu; Qian Wang; Dinggang Shen (NeuroImage, 2010)

Human Brain Connectomics: Networks, Techniques, and Applications [Life Sciences] - Pew-Thian Yap; Guorong Wu; Dinggang Shen (IEEE Signal Process. Mag., 2010)

F-TIMER: Fast Tensor Image Morphing for Elastic Registration - Pew-Thian Yap; Guorong Wu; Hongtu Zhu; Weili Lin; Dinggang Shen (IEEE Trans. Medical Imaging, 2010)

ABSORB: Atlas building by Self-Organized Registration and Bundling - Hongjun Jia; Guorong Wu; Qian Wang; Dinggang Shen (The Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, San Francisco, CA, USA, 13-18 June 2010, 2010)

Groupwise registration from exemplar to group mean: xtending HAMMER to groupwise registration - Guorong Wu; Pew-Thian Yap; Qian Wang; Dinggang Shen (Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, 2010)

Joint estimation of multiple clinical variables of neurological diseases from imaging patterns - Yong Fan; Daniel Kaufer; Dinggang Shen (Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, 2010)

Neonatal brain MRI segmentation by building multi-region-multireference atlases - Feng Shi; Pew-Thian Yap; Yong Fan; John H. Gilmore; Weili Lin; Dinggang Shen (Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010, 2010)

Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method - Li Wang; Feng Shi; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010. Proceedings, 2010)

Spatial-Temporal Constraint for Segmentation of Serial Infant Brain MR Images - Feng Shi; Pew-Thian Yap; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010. Proceedings, 2010)

Hierachical Spherical Harmonics Based Deformable HARDI Registration - Pew-Thian Yap; Yasheng Chen; Hongyu An; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010. Proceedings, 2010)

Hierarchical Fiber Clustering Based on Multi-Scale Neuroanatomical Features - Qian Wang; Pew-Thian Yap; Hongjun Jia; Guorong Wu; Dinggang Shen (Medical Imaging and Augmented Reality - 5th International Workshop, MIAR 2010, Beijing, China, September 19-20, 2010. Proceedings, 2010)

The Alzheimer's Disease Neuroimaging Initiative: Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study - Yang Li; Yaping Wang; Zhong Xue; Feng Shi; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Accurate Identification of MCI Patients via Enriched White-Matter Connectivity Network - Chong-Yaw Wee; Pew-Thian Yap; Jeffery N. Browndyke; Guy G. Potter; David C. Steffens; Kathleen Welsh-Bohmer; Lihong Wang; Dinggang Shen (Machine Learning in Medical Imaging, First International Workshop, MLMI 2010, Held in Conjunction with MICCAI 2010, Beijing, China, September 20, 2010. Proceedings, 2010)

Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM - Yasheng Chen; Songbai Ji; Xunlei Wu; Hongyu An; Hongtu Zhu; Dinggang Shen; Weili Lin (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

A Generalized Learning Based Framework for Fast Brain Image Registration - Minjeong Kim; Guorong Wu; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Multiple Cortical Surface Correspondence Using Pairwise Shape Similarity - Pahal Dalal; Feng Shi; Dinggang Shen; Song Wang (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part I, 2010)

Groupwise Registration with Sharp Mean - Guorong Wu; Hongjun Jia; Qian Wang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)

Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics - Guorong Wu; Qian Wang; Hongjun Jia; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2010, 13th International Conference, Beijing, China, September 20-24, 2010, Proceedings, Part II, 2010)