Multi-label Inductive Matrix Completion for Joint MGMT and IDH1 Status Prediction for Glioma Patients - Lei Chen; Han Zhang; Kim-Han Thung; Luyan Liu; Junfeng Lu; Jinsong Wu; Qian Wang; Dinggang Shen (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II, 2017)

q-Space Upsampling Using x-q Space Regularization - Geng Chen; Bin Dong; Yong Zhang; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I, 2017)

Neighborhood Matching for Curved Domains with Application to Denoising in Diffusion MRI - Geng Chen; Bin Dong; Yong Zhang; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I, 2017)

Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation? - Yinghuan Shi; Wanqi Yang; Yang Gao; Dinggang Shen (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part III, 2017)

Joint Craniomaxillofacial Bone Segmentation and Landmark Digitization by Context-Guided Fully Convolutional Networks - Jun Zhang; Mingxia Liu; Li Wang; Si Chen; Peng Yuan; Jianfu Li; Steve Guo-Fang Shen; Zhen Tang; Ken-Chung Chen; James J. Xia; Dinggang Shen (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part II, 2017)

Joint Reconstruction and Segmentation of 7T-like MR Images from 3T MRI Based on Cascaded Convolutional Neural Networks - Khosro Bahrami; Islem Rekik; Feng Shi; Dinggang Shen (Medical Image Computing and Computer Assisted Intervention - MICCAI 2017 - 20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I, 2017)

Regularized Modal Regression with Applications in Cognitive Impairment Prediction - Xiaoqian Wang; Hong Chen; Weidong Cai; Dinggang Shen; Heng Huang (Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, December 4-9, 2017, Long Beach, CA, USA, 2017)

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching - Yanrong Guo; Yaozong Gao; Dinggang Shen (Deep Learning for Medical Image Analysis, 1st Edition, 2017)

Scalable High Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning - Shaoyu Wang; Minjeong Kim; Guorong Wu; Dinggang Shen (Deep Learning for Medical Image Analysis, 1st Edition, 2017)

Deep Learning for Medical Image Analysis, 1st Edition - Shaohua Kevin Zhou; Hayit Greenspan; Dinggang Shen (Academic Press, 2017)

Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Boone, NC, USA, June 25-30, 2017, Proceedings - Marc Niethammer; Martin Styner; Stephen R. Aylward; Hongtu Zhu; Ipek Oguz; Pew-Thian Yap; Dinggang Shen (Springer, 2017)

Single- and Multiple-Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes - Jian Cheng; Dinggang Shen; Pew-Thian Yap; Peter J. Basser (CoRR, 2017)

Deep Embedding Convolutional Neural Network for Synthesizing CT Image from T1-Weighted MR Image - Lei Xiang; Qian Wang; Dong Nie; Yu Qiao; Dinggang Shen (CoRR, 2017)

Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation - Jose Dolz; Christian Desrosiers; Li Wang; Jing Yuan; Dinggang Shen; Ismail Ben Ayed (CoRR, 2017)

A dynamic tree-based registration could handle possible large deformations among MR brain images - Pei Zhang; Guorong Wu; Yaozong Gao; Pew-Thian Yap; Dinggang Shen (Comput. Medical Imaging Graph., 2016)

In vivo MRI based prostate cancer localization with random forests and auto-context model - Chunjun Qian; Li Wang; Yaozong Gao; Ambereen Yousuf; Xiaoping Yang; Aytekin Oto; Dinggang Shen (Comput. Medical Imaging Graph., 2016)

Embarrassingly Parallel Acceleration of Global Tractography via Dynamic Domain Partitioning - Haiyong Wu; Geng Chen; Yan Jin; Dinggang Shen; Pew-Thian Yap (Frontiers Neuroinformatics, 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)

Denoising magnetic resonance images using collaborative non-local means - Geng Chen; Pei Zhang; Yafeng Wu; Dinggang Shen; Pew-Thian Yap (Neurocomputing, 2016)

Predicting infant cortical surface development using a 4D varifold-based learning framework and local topography-based shape morphing - Islem Rekik; Gang Li; Weili Lin; Dinggang Shen (Medical Image Anal., 2016)

Hyper-connectivity of functional networks for brain disease diagnosis - Biao Jie; Chong-Yaw Wee; Dinggang Shen; Daoqiang Zhang (Medical Image Anal., 2016)

Visualization of perivascular spaces in the human brain at 7 T: sequence optimization and morphology characterization - Xiaopeng Zong; Sang Hyun Park; Dinggang Shen; Weili Lin (NeuroImage, 2016)

State-space model with deep learning for functional dynamics estimation in resting-state fMRI - Heung-Il Suk; Chong-Yaw Wee; Seong-Whan Lee; Dinggang Shen (NeuroImage, 2016)

Segmentation of perivascular spaces in 7 T MR image using auto-context model with orientation-normalized features - Sang Hyun Park; Xiaopeng Zong; Yaozong Gao; Weili Lin; Dinggang Shen (NeuroImage, 2016)

Multidirectional and Topography-based Dynamic-scale Varifold Representations with Application to Matching Developing Cortical Surfaces - Islem Rekik; Gang Li; Weili Lin; Dinggang Shen (NeuroImage, 2016)

Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data - Ehsan Adeli; Feng Shi; Le An; Chong-Yaw Wee; Guorong Wu; Tao Wang; Dinggang Shen (NeuroImage, 2016)

Estimating functional brain networks by incorporating a modularity prior - Lishan Qiao; Han Zhang; Minjeong Kim; Shenghua Teng; Limei Zhang; Dinggang Shen (NeuroImage, 2016)

Learning Discriminative Bayesian Networks from High-Dimensional Continuous Neuroimaging Data - Luping Zhou; Lei Wang; Lingqiao Liu; Philip Ogunbona; Dinggang Shen (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data - Guanhua Chen; Yufeng Liu; Dinggang Shen; Michael R. Kosorok (Stat. Anal. Data Min., 2016)

Subspace Regularized Sparse Multitask Learning for Multiclass Neurodegenerative Disease Identification - Xiaofeng Zhu; Heung-Il Suk; Seong-Whan Lee; Dinggang Shen (IEEE Trans. Biomed. Eng., 2016)

Inherent Structure-Based Multiview Learning With Multitemplate Feature Representation for Alzheimer's Disease Diagnosis - Mingxia Liu; Daoqiang Zhang; Ehsan Adeli; Dinggang Shen (IEEE Trans. Biomed. Eng., 2016)

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning - Guorong Wu; Minjeong Kim; Qian Wang; Brent C. Munsell; Dinggang Shen (IEEE Trans. Biomed. Eng., 2016)

Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model and Multiscale Statistical Features - Jun Zhang; Yaozong Gao; Li Wang; Zhen Tang; James J. Xia; Dinggang Shen (IEEE Trans. Biomed. Eng., 2016)

Multi-Level Canonical Correlation Analysis for Standard-Dose PET Image Estimation - Le An; Pei Zhang; Ehsan Adeli-Mosabbeb; Yan Wang; Guangkai Ma; Feng Shi; David S. Lalush; Weili Lin; Dinggang Shen (IEEE Trans. Image Process., 2016)

Multi-Tissue Decomposition of Diffusion MRI Signals via \(l\)\(_0\) Sparse-Group Estimation - Pew-Thian Yap; Yong Zhang; Dinggang Shen (IEEE Trans. Image Process., 2016)

Estimating CT Image From MRI Data Using Structured Random Forest and Auto-Context Model - Tri Huynh; Yaozong Gao; Jiayin Kang; Li Wang; Pei Zhang; Jun Lian; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching - Yanrong Guo; Yaozong Gao; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer's Disease and Mild Cognitive Impairment - Mingxia Liu; Daoqiang Zhang; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Accurate Segmentation of CT Male Pelvic Organs via Regression-Based Deformable Models and Multi-Task Random Forests - Yaozong Gao; Yeqin Shao; Jun Lian; Andrew Z. Wang; Ronald C. Chen; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Sparse Multi-Response Tensor Regression for Alzheimer's Disease Study With Multivariate Clinical Assessments - Zhou Li; Heung-Il Suk; Dinggang Shen; Lexin Li (IEEE Trans. Medical Imaging, 2016)

Reconstruction of 7T-Like Images From 3T MRI - Khosro Bahrami; Feng Shi; Xiaopeng Zong; Hae Won Shin; Hongyu An; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Detecting Anatomical Landmarks for Fast Alzheimer's Disease Diagnosis - Jun Zhang; Yue Gao; Yaozong Gao; Brent C. Munsell; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Consistent Spatial-Temporal Longitudinal Atlas Construction for Developing Infant Brains - Yuyao Zhang; Feng Shi; Guorong Wu; Li Wang; Pew-Thian Yap; Dinggang Shen (IEEE Trans. Medical Imaging, 2016)

Combination of Grey Matter and White Matter Features for Early Prediction of Posttraumatic Stress Disorder - Si Wang; Hao Hu; Shanshan Su; Luyan Liu; Zhen Wang; Qian Wang; Dinggang Shen (Intelligent Data Engineering and Automated Learning - IDEAL 2016 - 17th International Conference, Yangzhou, China, October 12-14, 2016, Proceedings, 2016)

Fully convolutional networks for multi-modality isointense infant brain image segmentation - Dong Nie; Li Wang; Yaozong Gao; Dinggang Shen (13th IEEE International Symposium on Biomedical Imaging, ISBI 2016, Prague, Czech Republic, April 13-16, 2016, 2016)

Collaborative Multi-View Denoising - Lei Zhang; Shupeng Wang; Xiaoyu Zhang; Yong Wang; Binbin Li; Dinggang Shen; Shuiwang Ji (Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016, 2016)

Cross-Manifold Guidance in Deformable Registration of Brain MR Images - Jinpeng Zhang; Qian Wang; Guorong Wu; Dinggang Shen (Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Bern, Switzerland, August 24-26, 2016, Proceedings, 2016)

Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy - Xiaohuan Cao; Yaozong Gao; Jianhua Yang; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part III, 2016)

Automatic Segmentation of Hippocampus for Longitudinal Infant Brain MR Image Sequence by Spatial-Temporal Hypergraph Learning - Yanrong Guo; Pei Dong; Shijie Hao; Li Wang; Guorong Wu; Dinggang Shen (Patch-Based Techniques in Medical Imaging - Second International Workshop, Patch-MI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Feature Selection Based on Iterative Canonical Correlation Analysis for Automatic Diagnosis of Parkinson's Disease - Luyan Liu; Qian Wang; Ehsan Adeli; Lichi Zhang; Han Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Identifying High Order Brain Connectome Biomarkers via Learning on Hypergraph - Chen Zu; Yue Gao; Brent C. Munsell; Minjeong Kim; Zi-Wen Peng; Yingying Zhu; Wei Gao; Daoqiang Zhang; Dinggang Shen; Guorong Wu (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Construction of Neonatal Diffusion Atlases via Spatio-Angular Consistency - Behrouz Saghafi; Geng Chen; Feng Shi; Pew-Thian Yap; Dinggang Shen (Patch-Based Techniques in Medical Imaging - Second International Workshop, Patch-MI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Discovering Cortical Folding Patterns in Neonatal Cortical Surfaces Using Large-Scale Dataset - Yu Meng; Gang Li; Li Wang; Weili Lin; John H. Gilmore; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Ensemble Hierarchical High-Order Functional Connectivity Networks for MCI Classification - Xiaobo Chen; Han Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Outcome Prediction for Patient with High-Grade Gliomas from Brain Functional and Structural Networks - Luyan Liu; Han Zhang; Islem Rekik; Xiaobo Chen; Qian Wang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

LATEST: Local AdapTivE and Sequential Training for Tissue Segmentation of Isointense Infant Brain MR Images - Li Wang; Yaozong Gao; Gang Li; Feng Shi; Weili Lin; Dinggang Shen (Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers, 2016)

Consistent Multi-Atlas Hippocampus Segmentation for Longitudinal MR Brain Images with Temporal Sparse Representation - Li Wang; Yanrong Guo; Xiaohuan Cao; Guorong Wu; Dinggang Shen (Patch-Based Techniques in Medical Imaging - Second International Workshop, Patch-MI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Landmark-Based Alzheimer's Disease Diagnosis Using Longitudinal Structural MR Images - Jun Zhang; Mingxia Liu; Le An; Yaozong Gao; Dinggang Shen (Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers, 2016)

Learning Appearance and Shape Evolution for Infant Image Registration in the First Year of Life - Lifang Wei; Shunbo Hu; Yaozong Gao; Xiaohuan Cao; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Correlation-Weighted Sparse Group Representation for Brain Network Construction in MCI Classification - Renping Yu; Han Zhang; Le An; Xiaobo Chen; Zhihui Wei; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Convolutional Neural Network for Reconstruction of 7T-like Images from 3T MRI Using Appearance and Anatomical Features - Khosro Bahrami; Feng Shi; Islem Rekik; Dinggang Shen (Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings, 2016)

Multi-Atlas Based Segmentation of Brainstem Nuclei from MR Images by Deep Hyper-Graph Learning - Pei Dong; Yanrong Guo; Yue Gao; Peipeng Liang; Yonghong Shi; Qian Wang; Dinggang Shen; Guorong Wu (Patch-Based Techniques in Medical Imaging - Second International Workshop, Patch-MI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Segmentation of Perivascular Spaces Using Vascular Features and Structured Random Forest from 7T MR Image - Jun Zhang; Yaozong Gao; Sang Hyun Park; Xiaopeng Zong; Weili Lin; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Dual-Layer Groupwise Registration for Consistent Labeling of Longitudinal Brain Images - Minjeong Kim; Guorong Wu; Isrem Rekik; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer's Disease Diagnosis - Jailin Peng; Le An; Xiaofeng Zhu; Yan Jin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Joint Discriminative and Representative Feature Selection for Alzheimer's Disease Diagnosis - Xiaofeng Zhu; Heung-Il Suk; Kim-Han Thung; Yingying Zhu; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Semi-supervised Hierarchical Multimodal Feature and Sample Selection for Alzheimer's Disease Diagnosis - Le An; Ehsan Adeli; Mingxia Liu; Jun Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Stability-Weighted Matrix Completion of Incomplete Multi-modal Data for Disease Diagnosis - Kim-Han Thung; Ehsan Adeli; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Reveal Consistent Spatial-Temporal Patterns from Dynamic Functional Connectivity for Autism Spectrum Disorder Identification - Yingying Zhu; Xiaofeng Zhu; Han Zhang; Wei Gao; Dinggang Shen; Guorong Wu (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Deep Ensemble Sparse Regression Network for Alzheimer's Disease Diagnosis - Heung-Il Suk; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Estimating CT Image from MRI Data Using 3D Fully Convolutional Networks - Dong Nie; Xiaohuan Cao; Yaozong Gao; Li Wang; Dinggang Shen (Deep Learning and Data Labeling for Medical Applications - First International Workshop, LABELS 2016, and Second International Workshop, DLMIA 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016, Proceedings, 2016)

A Hybrid Multishape Learning Framework for Longitudinal Prediction of Cortical Surfaces and Fiber Tracts Using Neonatal Data - Islem Rekik; Gang Li; Pew-Thian Yap; Geng Chen; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients - Dong Nie; Han Zhang; Ehsan Adeli; Luyan Liu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Learning-Based 3T Brain MRI Segmentation with Guidance from 7T MRI Labeling - Renping Yu; Minghui Deng; Pew-Thian Yap; Zhihui Wei; Li Wang; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Learning-Based Topological Correction for Infant Cortical Surfaces - Shijie Hao; Gang Li; Li Wang; Yu Meng; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Automatic Hippocampal Subfield Segmentation from 3T Multi-modality Images - Zhengwang Wu; Yaozong Gao; Feng Shi; Valerie Jewells; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Regression Guided Deformable Models for Segmentation of Multiple Brain ROIs - Zhengwang Wu; Sang Hyun Park; Yanrong Guo; Yaozong Gao; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Functional Connectivity Network Fusion with Dynamic Thresholding for MCI Diagnosis - Xi Yang; Yan Jin; Xiaobo Chen; Han Zhang; Gang Li; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

Automatic Cystocele Severity Grading in Ultrasound by Spatio-Temporal Regression - Dong Ni; Xing Ji; Yaozong Gao; Jie-Zhi Cheng; Huifang Wang; Jing Qin; Bai Ying Lei; Tianfu Wang; Guorong Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

Early Diagnosis of Alzheimer's Disease by Joint Feature Selection and Classification on Temporally Structured Support Vector Machine - Yingying Zhu; Xiaofeng Zhu; Minjeong Kim; Dinggang Shen; Guorong Wu (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Prediction of Memory Impairment with MRI Data: A Longitudinal Study of Alzheimer's Disease - Xiaoqian Wang; Dinggang Shen; Heng Huang (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Progressive Graph-Based Transductive Learning for Multi-modal Classification of Brain Disorder Disease - Zhengxia Wang; Xiaofeng Zhu; Ehsan Adeli; Yingying Zhu; Chen Zu; Feiping Nie; Dinggang Shen; Guorong Wu (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Diagnosis of Alzheimer's Disease Using View-Aligned Hypergraph Learning with Incomplete Multi-modality Data - Mingxia Liu; Jun Zhang; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Fast Neuroimaging-Based Retrieval for Alzheimer's Disease Analysis - Xiaofeng Zhu; Kim-Han Thung; Jun Zhang; Dinggang Shen (Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings, 2016)

New Multi-task Learning Model to Predict Alzheimer's Disease Cognitive Assessment - Zhouyuan Huo; Dinggang Shen; Heng Huang (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Structured Sparse Low-Rank Regression Model for Brain-Wide and Genome-Wide Associations - Xiaofeng Zhu; Heung-Il Suk; Heng Huang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part I, 2016)

Tight Graph Framelets for Sparse Diffusion MRI q-Space Representation - Pew-Thian Yap; Bin Dong; Yong Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part III, 2016)

7T-Guided Learning Framework for Improving the Segmentation of 3T MR Images - Khosro Bahrami; Islem Rekik; Feng Shi; Yaozong Gao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part II, 2016)

XQ-NLM: Denoising Diffusion MRI Data via x-q Space Non-local Patch Matching - Geng Chen; Yafeng Wu; Dinggang Shen; Pew-Thian Yap (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part III, 2016)

Medical Image Synthesis with Context-Aware Generative Adversarial Networks - Dong Nie; Roger Trullo; Caroline Petitjean; Su Ruan; Dinggang Shen (CoRR, 2016)

Machine learning in medical imaging - Dinggang Shen; Guorong Wu; Daoqiang Zhang; Kenji Suzuki; Fei Wang; Pingkun Yan (Comput. Medical Imaging Graph., 2015)

Robust anatomical landmark detection with application to MR brain image registration - Dong Han; Yaozong Gao; Guorong Wu; Pew-Thian Yap; Dinggang Shen (Comput. Medical Imaging Graph., 2015)

Predict brain MR image registration via sparse learning of appearance and transformation - Qian Wang; Minjeong Kim; Yonghong Shi; Guorong Wu; Dinggang Shen (Medical Image Anal., 2015)

A transversal approach for patch-based label fusion via matrix completion - Gerard Sanroma; Guorong Wu; Yaozong Gao; Kim-Han Thung; Yanrong Guo; Dinggang Shen (Medical Image Anal., 2015)

Construction of 4D high-definition cortical surface atlases of infants: Methods and applications - Gang Li; Li Wang; Feng Shi; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Anal., 2015)

Building dynamic population graph for accurate correspondence detection - Shaoyi Du; Yanrong Guo; Gerard Sanroma; Dong Ni; Guorong Wu; Dinggang Shen (Medical Image Anal., 2015)

Locally-constrained boundary regression for segmentation of prostate and rectum in the planning CT images - Yeqin Shao; Yaozong Gao; Qian Wang; Xin Yang; Dinggang Shen (Medical Image Anal., 2015)

Improved image registration by sparse patch-based deformation estimation - Minjeong Kim; Guorong Wu; Qian Wang; Seong-Whan Lee; Dinggang Shen (NeuroImage, 2015)

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition - Guorong Wu; Minjeong Kim; Gerard Sanroma; Qian Wang; Brent C. Munsell; Dinggang Shen (NeuroImage, 2015)

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 (NeuroImage, 2015)

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation - Wenlu Zhang; Rongjian Li; Houtao Deng; Li Wang; Weili Lin; Shuiwang Ji; Dinggang Shen (NeuroImage, 2015)

Evaluation of machine learning algorithms for treatment outcome prediction in patients with epilepsy based on structural connectome data - Brent C. Munsell; Chong-Yaw Wee; Simon S. Keller; Bernd Weber; Christian Erich Elger; Laura Angelica Tomaz da Silva; Travis Nesland; Martin Styner; Dinggang Shen; Leonardo Bonilha (NeuroImage, 2015)

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis - Heung-Il Suk; Chong-Yaw Wee; Seong-Whan Lee; Dinggang Shen (Neuroinformatics, 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)

An efficient radius-incorporated MKL algorithm for Alzheimer's disease prediction - Xinwang Liu; Luping Zhou; Lei Wang; Jian Zhang; Jianping Yin; Dinggang Shen (Pattern Recognit., 2015)

Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL) - Xi Jiang; Tuo Zhang; Dajiang Zhu; Kaiming Li; Hanbo Chen; Jinglei Lv; Xintao Hu; Junwei Han; Dinggang Shen; Lei Guo; Tianming Liu (IEEE Trans. Biomed. Eng., 2015)

Domain Transfer Learning for MCI Conversion Prediction - Bo Cheng; Mingxia Liu; Daoqiang Zhang; Brent C. Munsell; Dinggang Shen (IEEE Trans. Biomed. Eng., 2015)

EditorialMachine Learning and Data Mining in Medical Imaging - Dinggang Shen; Daoqiang Zhang; Alastair Young; Bahram Parvin (IEEE J. Biomed. Health Informatics, 2015)

A Robust Deep Model for Improved Classification of AD/MCI Patients - Feng Li; Loc Tran; Kim-Han Thung; Shuiwang Ji; Dinggang Shen; Jiang Li (IEEE J. Biomed. Health Informatics, 2015)

Automatic Segmentation of Spinal Canals in CT Images via Iterative Topology Refinement - Qian Wang; Le Lu; Dijia Wu; Noha Youssry El-Zehiry; Yefeng Zheng; Dinggang Shen; Shaohua Kevin Zhou (IEEE Trans. Medical Imaging, 2015)

Interactive Registration and Segmentation for Multi-Atlas-Based Labeling of Brain MR Image - Qian Wang; Guorong Wu; Minjeong Kim; Lichi Zhang; Dinggang Shen (Computer Vision - CCF Chinese Conference, CCCV 2015, Xi'an, China, September 18-20, 2015, Proceedings, Part I, 2015)

Discriminative Dimensionality Reduction for Patch-Based Label Fusion - Gerard Sanroma; Oualid M. Benkarim; Gemma Piella; Guorong Wu; Xiaofeng Zhu; Dinggang Shen; Miguel Ángel González Ballester (Machine Learning Meets Medical Imaging - First International Workshop, MLMMI 2015, Held in Conjunction with ICML 2015, Lille, France, July 11, 2015. Revised Selected Papers, 2015)

Prediction of Longitudinal Development of Infant Cortical Surface Shape Using a 4D Current-Based Learning Framework - Islem Rekik; Gang Li; Weili Lin; Dinggang Shen (Information Processing in Medical Imaging - 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings, 2015)

Joint 6D k-q Space Compressed Sensing for Accelerated High Angular Resolution Diffusion MRI - Jian Cheng; Dinggang Shen; Peter J. Basser; Pew-Thian Yap (Information Processing in Medical Imaging - 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings, 2015)

Collaborative non-local means denoising of magnetic resonance images - Geng Chen; Pei Zhang; Yafeng Wu; Dinggang Shen; Pew-Thian Yap (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

Automatic parcellation of cortical surfaces using random forests - Yu Meng; Gang Li; Yaozong Gao; Dinggang Shen (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

Joint labeling of multiple regions of interest (ROIS) by enhanced auto context models - Minjeong Kim; Guorong Wu; Yanrong Guo; Dinggang Shen (12th IEEE International Symposium on Biomedical Imaging, ISBI 2015, Brooklyn, NY, USA, April 16-19, 2015, 2015)

A Multi-level Canonical Correlation Analysis Scheme for Standard-Dose PET Image Estimation - Le An; Pei Zhang; Ehsan Adeli-Mosabbeb; Yan Wang; Guangkai Ma; Feng Shi; David S. Lalush; Weili Lin; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Image Super-Resolution by Supervised Adaption of Patchwise Self-similarity from High-Resolution Image - Guorong Wu; Xiaofeng Zhu; Qian Wang; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Soft-Split Random Forest for Anatomy Labeling - Guangkai Ma; Yaozong Gao; Li Wang; Ligang Wu; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Automatic Hippocampus Labeling Using the Hierarchy of Sub-region Random Forests - Lichi Zhang; Qian Wang; Yaozong Gao; Guorong Wu; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Relationship Induced Multi-atlas Learning for Alzheimer's Disease Diagnosis - Mingxia Liu; Daoqiang Zhang; Ehsan Adeli-Mosabbeb; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Novel Single and Multiple Shell Uniform Sampling Schemes for Diffusion MRI Using Spherical Codes - Jian Cheng; Dinggang Shen; Pew-Thian Yap; Peter J. Basser (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I, 2015)

Isointense Infant Brain Segmentation by Stacked Kernel Canonical Correlation Analysis - Li Wang; Feng Shi; Yaozong Gao; Gang Li; Weili Lin; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Improving Accuracy of Automatic Hippocampus Segmentation in Routine MRI by Features Learned from Ultra-High Field MRI - Shuyu Li; Feng Shi; Guangkai Ma; Minjeong Kim; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Dual-Layer \(l\)\(_1\)-Graph Embedding for Semi-supervised Image Labeling - Qian Wang; Guorong Wu; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Block-Based Statistics for Robust Non-parametric Morphometry - Geng Chen; Pei Zhang; Ke Li; Chong-Yaw Wee; Yafeng Wu; Dinggang Shen; Pew-Thian Yap (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal Data - Yanrong Guo; Guorong Wu; Pew-Thian Yap; Valerie Jewells; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Craniomaxillofacial Deformity Correction via Sparse Representation in Coherent Space - Zuoyong Li; Le An; Jun Zhang; Li Wang; James J. Xia; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Automated Segmentation of CBCT Image with Prior-Guided Sequential Random Forest - Li Wang; Yaozong Gao; Feng Shi; Gang Li; Ken-Chung Chen; Zhen Tang; James J. Xia; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

MCI Identification by Joint Learning on Multiple MRI Data - Yue Gao; Chong-Yaw Wee; Minjeong Kim; Panteleimon Giannakopoulos; Marie-Louise Montandon; Sven Haller; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Subject-Specific Estimation of Missing Cortical Thickness Maps in Developing Infant Brains - Yu Meng; Gang Li; Yaozong Gao; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Medical Image Retrieval Using Multi-graph Learning for MCI Diagnostic Assistance - Yue Gao; Ehsan Adeli-Mosabbeb; Minjeong Kim; Panteleimon Giannakopoulos; Sven Haller; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Joint Learning of Image Regressor and Classifier for Deformable Segmentation of CT Pelvic Organs - Yaozong Gao; Jun Lian; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Joint Feature-Sample Selection and Robust Classification for Parkinson's Disease Diagnosis - Ehsan Adeli-Mosabbeb; Chong-Yaw Wee; Le An; Feng Shi; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Predicting Standard-Dose PET Image from Low-Dose PET and Multimodal MR Images Using Mapping-Based Sparse Representation - Yan Wang; Pei Zhang; Le An; Guangkai Ma; Jiayin Kang; Xi Wu; Jiliu Zhou; David S. Lalush; Weili Lin; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Brain Tissue Segmentation Based on Diffusion MRI Using \(l\)0 Sparse-Group Representation Classification - Pew-Thian Yap; Yong Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Dynamic Tree-Based Large-Deformation Image Registration for Multi-atlas Segmentation - Pei Zhang; Guorong Wu; Yaozong Gao; Pew-Thian Yap; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Hippocampus Segmentation from MR Infant Brain Images via Boundary Regression - Yeqin Shao; Yanrong Guo; Yaozong Gao; Xin Yang; Dinggang Shen (Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Identification of Infants at Risk for Autism Using Multi-parameter Hierarchical White Matter Connectomes - Yan Jin; Chong-Yaw Wee; Feng Shi; Kim-Han Thung; Pew-Thian Yap; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Tensorial Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning - Jian Cheng; Dinggang Shen; Pew-Thian Yap; Peter J. Basser (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I, 2015)

Diffusion Compartmentalization Using Response Function Groups with Cardinality Penalization - Pew-Thian Yap; Yong Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I, 2015)

Multi-atlas Context Forests for Knee MR Image Segmentation - Qin Liu; Qian Wang; Lichi Zhang; Yaozong Gao; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Multi-atlas and Multi-modal Hippocampus Segmentation for Infant MR Brain Images by Propagating Anatomical Labels on Hypergraph - Pei Dong; Yanrong Guo; Dinggang Shen; Guorong Wu (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Progressive Label Fusion Framework for Multi-atlas Segmentation by Dictionary Evolution - Yantao Song; Guorong Wu; Quan-Sen Sun; Khosro Bahrami; Chunming Li; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Prediction of Infant MRI Appearance and Anatomical Structure Evolution Using Sparse Patch-Based Metamorphosis Learning Framework - Islem Rekik; Gang Li; Guorong Wu; Weili Lin; Dinggang Shen (Patch-Based Techniques in Medical Imaging - First International Workshop, Patch-MI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 9, 2015, Revised Selected Papers, 2015)

Multi-atlas Based Segmentation Editing with Interaction-Guided Constraints - Sang Hyun Park; Yaozong Gao; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Hierarchical Multi-modal Image Registration by Learning Common Feature Representations - Hongkun Ge; Guorong Wu; Li Wang; Yaozong Gao; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Iterative Subspace Screening for Rapid Sparse Estimation of Brain Tissue Microstructural Properties - Pew-Thian Yap; Yong Zhang; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I, 2015)

Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation - Islem Rekik; Gang Li; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Soft-Split Sparse Regression Based Random Forest for Predicting Future Clinical Scores of Alzheimer's Disease - Lei Huang; Yaozong Gao; Yan Jin; Kim-Han Thung; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases - Yuyao Zhang; Feng Shi; Pew-Thian Yap; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Multi-view Classification for Identification of Alzheimer's Disease - Xiaofeng Zhu; Heung-Il Suk; Yonghua Zhu; Kim-Han Thung; Guorong Wu; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Inherent Structure-Guided Multi-view Learning for Alzheimer's Disease and Mild Cognitive Impairment Classification - Mingxia Liu; Daoqiang Zhang; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Multi-source Information Gain for Random Forest: An Application to CT Image Prediction from MRI Data - Tri Huynh; Yaozong Gao; Jiayin Kang; Li Wang; Pei Zhang; Dinggang Shen (Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings, 2015)

Joint Diagnosis and Conversion Time Prediction of Progressive Mild Cognitive Impairment (pMCI) Using Low-Rank Subspace Clustering and Matrix Completion - Kim-Han Thung; Pew-Thian Yap; Ehsan Adeli-Mosabbeb; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Parcellation of Infant Surface Atlas Using Developmental Trajectories of Multidimensional Cortical Attributes - Gang Li; Li Wang; John H. Gilmore; Weili Lin; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Cortical Surface-Based Construction of Individual Structural Network with Application to Early Brain Development Study - Yu Meng; Gang Li; Weili Lin; John H. Gilmore; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

A Hybrid of Deep Network and Hidden Markov Model for MCI Identification with Resting-State fMRI - Heung-Il Suk; Seong-Whan Lee; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part I, 2015)

Hierarchical Reconstruction of 7T-like Images from 3T MRI Using Multi-level CCA and Group Sparsity - Khosro Bahrami; Feng Shi; Xiaopeng Zong; Hae Won Shin; Hongyu An; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5-9, 2015, Proceedings, Part II, 2015)

Automatic Craniomaxillofacial Landmark Digitization via Segmentation-Guided Partially-Joint Regression Forest Model - Jun Zhang; Yaozong Gao; Li Wang; Zhen Tang; James J. Xia; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Non-local Atlas-guided Multi-channel Forest Learning for Human Brain Labeling - Guangkai Ma; Yaozong Gao; Guorong Wu; Ligang Wu; Dinggang Shen (Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5 - 9, 2015, Proceedings, Part III, 2015)

Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis - Ehsan Adeli-Mosabbeb; Kim-Han Thung; Le An; Feng Shi; Dinggang Shen (Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada, 2015)

Discriminative Multi-task Feature Selection for Multi-modality Based AD/MCI Classification - Tingting Ye; Chen Zu; Biao Jie; Dinggang Shen; Daoqiang Zhang (2015 International Workshop on Pattern Recognition in NeuroImaging, Stanford, CA, USA, June 10-12, 2015, 2015)

Learning Discriminative Bayesian Networks from High-dimensional Continuous Neuroimaging Data - Luping Zhou; Lei Wang; Lingqiao Liu; Philip Ogunbona; Dinggang Shen (CoRR, 2015)

Characterization of U-shape streamline fibers: Methods and applications - Tuo Zhang; Hanbo Chen; Lei Guo; Kaiming Li; Longchuan Li; Shu Zhang; Dinggang Shen; Xiaoping Hu; Tianming Liu (Medical Image Anal., 2014)

A generative probability model of joint label fusion for multi-atlas based brain segmentation - Guorong Wu; Qian Wang; Daoqiang Zhang; Feiping Nie; Heng Huang; Dinggang Shen (Medical Image Anal., 2014)

Simultaneous and consistent labeling of longitudinal dynamic developing cortical surfaces in infants - Gang Li; Li Wang; Feng Shi; Weili Lin; Dinggang Shen (Medical Image Anal., 2014)

Large deformation diffeomorphic registration of diffusion-weighted imaging data - Pei Zhang; Marc Niethammer; Dinggang Shen; Pew-Thian Yap (Medical Image Anal., 2014)

Segmentation of neonatal brain MR images using patch-driven level sets - Li Wang; Feng Shi; Gang Li; Yaozong Gao; Weili Lin; John H. Gilmore; Dinggang Shen (NeuroImage, 2014)

Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification - Feng Liu; Chong-Yaw Wee; Huafu Chen; Dinggang Shen (NeuroImage, 2014)

Hierarchical unbiased graph shrinkage (HUGS): A novel groupwise registration for large data set - Shihui Ying; Guorong Wu; Qian Wang; Dinggang Shen (NeuroImage, 2014)

Fiber-driven resolution enhancement of diffusion-weighted images - Pew-Thian Yap; Hongyu An; Yasheng Chen; Dinggang Shen (NeuroImage, 2014)

Integration of sparse multi-modality representation and anatomical constraint for isointense infant brain MR image segmentation - Li Wang; Feng Shi; Yaozong Gao; Gang Li; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2014)

Measuring the dynamic longitudinal cortex development in infants by reconstruction of temporally consistent cortical surfaces - Gang Li; Jingxin Nie; Li Wang; Feng Shi; John H. Gilmore; Weili Lin; Dinggang Shen (NeuroImage, 2014)

Neurodegenerative disease diagnosis using incomplete multi-modality data via matrix shrinkage and completion - Kim-Han Thung; Chong-Yaw Wee; Pew-Thian Yap; Dinggang Shen (NeuroImage, 2014)

A novel matrix-similarity based loss function for joint regression and classification in AD diagnosis - Xiaofeng Zhu; Heung-Il Suk; Dinggang Shen (NeuroImage, 2014)

Spatial distribution and longitudinal development of deep cortical sulcal landmarks in infants - Yu Meng; Gang Li; Weili Lin; John H. Gilmore; Dinggang Shen (NeuroImage, 2014)

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis - Heung-Il Suk; Seong-Whan Lee; Dinggang Shen (NeuroImage, 2014)

Non-Negative Spherical Deconvolution (NNSD) for estimation of fiber Orientation Distribution Function in single-/multi-shell diffusion MRI - Jian Cheng; Rachid Deriche; Tianzi Jiang; Dinggang Shen; Pew-Thian Yap (NeuroImage, 2014)

Identifying Informative Imaging Biomarkers via Tree Structured Sparse Learning for AD Diagnosis - Manhua Liu; Daoqiang Zhang; Dinggang Shen (Neuroinformatics, 2014)

Sparse Multivariate Autoregressive Modeling for Mild Cognitive Impairment Classification - Yang Li; Chong-Yaw Wee; Biao Jie; Zi-Wen Peng; Dinggang Shen (Neuroinformatics, 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)

Integration of Network Topological and Connectivity Properties for Neuroimaging Classification - Biao Jie; Daoqiang Zhang; Wei Gao; Qian Wang; Chong-Yaw Wee; Dinggang Shen (IEEE Trans. Biomed. Eng., 2014)

DNA Copy Number Selection Using Robust Structured Sparsity-Inducing Norms - Vangelis Metsis; Fillia Makedon; Dinggang Shen; Heng Huang (IEEE ACM Trans. Comput. Biol. Bioinform., 2014)

Incremental Learning With Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy - Yaozong Gao; Yiqiang Zhan; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Uncertainty Estimation in Diffusion MRI Using the Nonlocal Bootstrap - Pew-Thian Yap; Hongyu An; Yasheng Chen; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Hierarchical Lung Field Segmentation With Joint Shape and Appearance Sparse Learning - Yeqin Shao; Yaozong Gao; Yanrong Guo; Yonghong Shi; Xin Yang; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Learning to Rank Atlases for Multiple-Atlas Segmentation - Gerard Sanroma; Guorong Wu; Yaozong Gao; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Correction to "Learning to Rank Atlases for Multiple-Atlas Segmentation" - Gerard Sanroma; Guorong Wu; Yaozong Gao; Dinggang Shen (IEEE Trans. Medical Imaging, 2014)

Detection and analysis of T2DM biomarkers from brain MR images using BrainLab - Bo Peng; Gang Li; Zhiye Chen; Bin Lv; Dinggang Shen; Lin Ma; Yakang Dai (7th International Conference on Biomedical Engineering and Informatics, BMEI 2014, Dalian, China, October 14-16, 2014, 2014)

Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis - Yinghuan Shi; Heung-Il Suk; Yang Gao; Dinggang Shen (2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014, 2014)

Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis - Xiaofeng Zhu; Heung-Il Suk; Dinggang Shen (2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014, 2014)

Learning-Based Atlas Selection for Multiple-Atlas Segmentation - Gerard Sanroma; Guorong Wu; Yaozong Gao; Dinggang Shen (2014 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2014, Columbus, OH, USA, June 23-28, 2014, 2014)

Motion-guided resolution enhancement for Lung 4D-CT - Arnav Bhavsar; Guorong Wu; Dinggang Shen (13th International Conference on Control Automation Robotics & Vision, ICARCV 2014, Singapore, December 10-12, 2014, 2014)

Connectomics signature for characterizaton of mild cognitive impairment and schizophrenia - Dajiang Zhu; Dinggang Shen; Xi Jiang; Tianming Liu (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

Tailor the longitudinal anaysis for nih longitudinal normal brain developmental study - Yasheng Chen; Hongyu An; Dinggang Shen; Hongtu Zhu; Weili Lin (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

Spatial distribution and longitudinal development of DEEP cortical sulcal landmarks in infants - Yu Meng; Gang Li; Weili Lin; John H. Gilmore; Dinggang Shen (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

MRI based attenuation correction for PET/MRI via MRF segmentation and sparse regression estimated CT - Yasheng Chen; Meher R. Juttukonda; Yue Z. Lee; Yi Su; Felipe Espinoza; Weili Lin; Dinggang Shen; David Lulash; Hongyu An (IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China, 2014)

Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development - Qian Wang; Guorong Wu; Li Wang; Pengfei 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)