Conference Papers

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  1. "Detection and Analysis of T2DM Biomarkers from Brain MR Images Using BrainLab", The 7th International Congress on Image and Signal Processing (CISP 2014), October 14-16, 2014, Dalian, China. [Bo Peng, Gang Li, Zhiye Chen, Bin Lv, Dinggang Shen, Lin Ma, Yakang Dai]
  2. “Segmenting Hippocampus from Infant Brains by Sparse Patch Matching with Deep-Learned Features”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Yanrong Guo, Guorong Wu, Leah Commander, Stephanie Szary, Valerie Jewells, Weili Lin, Dinggang Shen]
  3. “Clustering-Induced Multi-Task Learning for AD/MCI Classification”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Heung-Il Suk, Dinggang Shen]
  4. “Designing Single- and Multiple-Shell Sampling Schemes for Diffusion MRI Using Spherical Code”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Jian Cheng, Dinggang Shen, Pew-Thian Yap]
  5. “Hierarchical Label Fusion with Multiscale Feature Representation and Label-specific Patch Partition”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Guorong Wu, Dinggang Shen]
  6. “A Novel Multi-Relation Regularization Method for Regression and Classification in AD Diagnosis”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen]
  7. “Multi-Modality Canonical Feature Selection for Alzheimer's Disease Diagnosis”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen]
  8. “Constructing 4D Infant Cortical Surface Atlases Based on Dynamic Developmental Trajectories of the Cortex”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
  9. “Robust Anatomical Landmark Detection for MR Brain Image Registration”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Dong Han, Yaozong Gao, Guorong Wu, Pew-Thian Yap, Dinggang Shen]
  10. “Multiple-Network Classification of Childhood Autism using Functional Connectivity Dynamics”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [True Price, Chong-Yaw Wee, Wei Gao, Dinggang Shen]
  11. “Brain Connectivity Hyper-network for MCI Classification”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Biao Jie, Dinggang Shen, Daoqiang Zhang]
  12. “Maximum-Margin based Representation Learning from Multiple Atlases for Alzheimer's Disease Classification”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Rui Min, Jian Cheng, True Price, Guorong Wu, Dinggang Shen]
  13. “Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Rongjian Li, Wenlu Zhang, Heung-Il Suk, Li Wang, Jiang Li, Dinggang Shen, Shuiwang Ji]
  14. “Estimating Anatomically-Correct Reference Model for Craniomaxillofacial Deformity via Sparse Representation”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Yi Ren, Li Wang, Yaozong Gao, Zhen Tang, Ken Chung Chen, Jianfu Li, Steve GF Shen, Jin Yan, Philip K.M. Lee, Ben Chow, James Xia, Dinggang Shen]
  15. “Max-margin Based Learning for Discriminative Bayesian Network from Neuroimaging Data”, MICCAI 2014, Boston, USA, Sep. 14-18, 2014. [Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen]
  16. “Longitudinal Guided Super-Resolution Reconstruction of Neonatal Brain MR Images”, MICCAI Workshop on Spatiotemporal Image Analysis for Longitudinal and Time-Series Image Data (STIA), Boston, USA, Sep. 18, 2014. [Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, Dinggang Shen]
  17. "LINKS: Learning-based Multi-source IntegratioN frameworK for Segmentation of Infant Brain Images", MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Li Wang,  Yaozong Gao, Feng Shi, Gang Li, John H. Gilmore, Weili Lin, Dinggang Shen]
  18. "Atlas-guided Multi-channel Forest Learning for Human Brain Labeling", MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Guangkai Ma, Yaozong Gao, Guorong Wu, Ligang Wu, Dinggang Shen]
  19. "CT Prostate Segmentation by Boundary Regression", MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Yeqin Shao, Yaozong Gao, Xin Yang, Dinggang Shen]
  20. "Joint Segmentation and Registration for Infant Brain images", MICCAI Workshop on Medical Computer Vision: Algorithms for Big Data (bicMCV 2014), Boston, USA, Sep. 18, 2014. [Guorong Wu, Li Wang, John Gilmore, Weili Lin, and Dinggang Shen]
  21. "Sparsity-Learning-Based Longitudinal MR Image Registration for Early Brain Development", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Qian Wang, Guorong Wu, Li Wang, Weili Lin, and Dinggang Shen]
  22. "Hierarchical Learning of Atlas Forests for Automatic Labeling of MR Brain Images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Lichi Zhang, Qian Wang, Yaozong Gao, Guorong Wu, Dinggang Shen]
  23. "Sparse Discriminative Feature Selection for Multi-Class Alzheimer’s Disease Classification", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen]
  24. "Novel Multi-Atlas Segmentation by Matrix Completion", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Gerard Sanroma, Guorong Wu, Kim-Ham Thung, Yanrong Guo, Dinggang Shen]
  25. "Robust Deep Learning for Improved Classification of AD/MCI Patients", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Feng Li, Loc Tran, Kim-Ham Thung, Shuiwang Ji, Dinggang Shen, Jiang Li]
  26. "Context-aware Anatomical Landmark Detection: Application to Deformable Model Initialization in Prostate CT Images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Yaozong Gao, Dinggang Shen]
  27. "Interactive Prostate Segmentation based on Adaptive Feature Selection and Manifold Regularization", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Sanghyun Park, Yaozong Gao, Yinghuan Shi, Dinggang Shen]
  28. "Prediction of Standard-dose PET Image by Low-dose PET and MRI Images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Jiayin Kang, Yaozong Gao, Yao Wu, Guangkai Ma, Feng Shi, Weili Lin, Dinggang Shen]
  29. "Online Discriminative Multi-Atlas Learning with Application to Isointense Infant Brain Segmentation", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Xuchu Wang, Li Wang, Heung-Il Suk, Dinggang Shen]
  30. "In Vivo MRI based Prostate Cancer Identification with Random Forests and Auto-context Model", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Chunjun Qian, Li Wang, Dinggang Shen]
  31. "Learning Distance Transform for Boundary Detection and Deformable Segmentation in CT Prostate Images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2014), Boston, USA, Sep. 14, 2014. [Yaozong Gao, Li Wang, Yeqin Shao, Dinggang Shen]
  32. "Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis", CVPR 2014, Columbus, Ohio, USA, June 24-27, 2014. [Yinghuan Shi, Heung-Il Suk, Yang Gao, Dinggang Shen]
  33. "Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis", CVPR 2014, Columbus, Ohio, USA, June 24-27, 2014. [Xiaofeng Zhu, Heung-Il Suk, Dinggang Shen]
  34. "Learning-Based Atlas Selection for Multiple-Atlas Segmentation", CVPR 2014, Columbus, Ohio, USA, June 24-27, 2014. [Gerard Sanroma, Guorong Wu, Yaozong Gao, Dinggang Shen]
  35. "MRI Based Attenuation Correction for PET/MRI via MRF Segmentation and Sparse Regression Estimated CT", 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 - May 2, 2014. [Yasheng Chen, Meher Juttukonda, Yueh Lee, Yi Su, Felipe Espinoza, Weili Lin, Dinggang Shen, David Lalush, Hongyu An]
  36. "Tailor the Longitudinal Analysis for NIH Longitudinal Normal Brain Developmental Study", 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 - May 2, 2014. [Yasheng Chen, Hongyu An, Dinggang Shen, Hongtu Zhu, Weili Lin]
  37. "Spatial Distribution and Longitudinal Development of Deep Cortical Sulcal Landmarks in Infants", 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 - May 2, 2014. [Yu Meng, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen]
  38. "Connectomics Signature for Characterization of Mild Cognitive Impairment and Schizophrenia", 2014 IEEE International Symposium on Biomedical Imaging (ISBI), Beijing, China, Apr. 28 - May 2, 2014. [Dajiang Zhu, Dinggang Shen, Tianming Liu]
  39. "Automatic and Reliable Segmentation of Spinal Canals in Low-Resolution, Low-Contrast CT Images", MICCAI Workshop on Computational Methods and Clinical Applications for Spine Imaging (CSI 2013), Nagoya, Japan, Sep. 22, 2013. [Q. Wang, L. Lu, D. Wu, N. El-Zehiry, D. Shen, S. K. Zhou]
  40. Brain-Cloud: A Generalized and Flexible Registration Framework for Brain MR Images”, MICCAI Workshop on Medical Imaging and Augmented Reality (MIAR 2013), Nagoya, Japan, Sep. 22, 2013. [Minjeong Kim, Guorong Wu, Qian Wang, Dinggang Shen]
  41. "Sparse Multimodal Manifold-regularized Transfer Learning for MCI Conversion Prediction", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Bo Cheng, Daoqiang Zhang, Biao Jie, Dinggang Shen]
  42. "Identification of Alzheimer's Disease Using Incomplete Multimodal Dataset via Matrix Shrinkage and Completion", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Kim-Han Thung, Chong-Yaw Wee, Pew-Thian Yap and Dinggang Shen]
  43. "Multi-task Sparse Classifier for Diagnosis of MCI Conversion to AD with Longitudinal MR images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Manhua Liu, Heung-Il Suk, Dinggang Shen]
  44. "Temporally Dynamic Resting-State Functional Connectivity Networks for Early MCI Identification", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Chong-Yaw Wee, Sen Yang, Pew-Thian Yap, and Dinggang Shen]
  45. "Integrating Multiple Network Properties for MCI Identification", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Biao Jie, Daoqiang Zhang, Chong-Yaw Wee, Heung-Il Suk, and Dinggang Shen]
  46. "Unsupervised Deep Learning for Hippocampus Segmentation in 7.0 Tesla MR Images", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Minjeong Kim, Guorong Wu, Dinggang Shen]
  47. "Discriminative Group Sparse Representation for Mild Cognitive Impairment Classification", MICCAI Workshop on Machine Learning in Medical Imaging (MLMI 2013), Nagoya, Japan, Sep. 22, 2013. [Heung-Il Suk, Chong-Yaw Wee, and Dinggang Shen]
  48. "Estimating Uncertainty in White Matter Tractography Using Wild Non-Local Bootstrap", MICCAI Workshop on Computational Diffusion MRI (CDMRI'13), Nagoya, Japan, Sep. 22, 2013. [Pew-Thian Yap, Hongyu An, Yasheng Chen, Dinggang Shen]
  49. "Non-Negative Spherical Deconvolution (NNSD) for Fiber Orientation Distribution Function Estimation", MICCAI Workshop on Computational Diffusion MRI (CDMRI'13), Nagoya, Japan, Sep. 22, 2013. [Jian Cheng, Rachid Deriche, Tianzi Jiang, Dinggang Shen, Pew-Thian Yap]
  50. "Deep Learning-based Feature Representation for AD/MCI Classification", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Heung-Il Suk, and Dinggang Shen]
  51. "Inter-Modality Relationship Constrained Multi-Task Feature Selection for AD/MCI Classification", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Feng Liu, Chong-Yaw Wee, Huafu Chen, Dinggang Shen]
  52. "High-order Graph Matching based Feature Selection for Alzheimer's Disease Identification", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Feng Liu, Heung-Il Suk, Chong-Yaw Wee, Huafu Chen, Dinggang Shen]
  53. "Multi-Atlas Based Simultaneous Labeling of Longitudinal Dynamic Cortical Surfaces in Infants", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Gang Li, Li Wang, Feng Shi, Weili Lin, Dinggang Shen]
  54. "Automated segmentation of CBCT image using spiral CT atlases and convex optimization", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Li Wang, Ken Chung Chen, Feng Shi, Shu Liao, Gang Li, Yaozong Gao, Steve GF Shen, Jin Yan, Philip K.M. Lee, Ben Chow, Nancy X. Liu, James J. Xia, Dinggang Shen]
  55. "Integration of Sparse Multi-modality Representation and Geometrical Constraint for Isointense Infant Brain Segmentation", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Li Wang, Feng Shi, Gang Li, John H. Gilmore, Weili Lin, Dinggang Shen]
  56. "Manifold Regularized Multi-task Feature Selection for Multi-modality Classification in Alzheimer’s Disease", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Biao Jie, Daoqiang Zhang, Bo Cheng, Dinggang Shen]
  57. "Harnessing Group-Sparsity Regularization for Resolution Enhancement of Lung 4D-CT", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Arnav Bhavsar, Guorong Wu, Dinggang Shen]
  58. "Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Shu Liao, Yaozong Gao, and Dinggang Shen]
  59. "Unsupervised Deep Feature Learning for Deformable Image Registration of MR Brains", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Guorong Wu, Qian Wang, Minjeong Kim, Shu Liao, Yaozong Gao, and Dinggang Shen]
  60. "Minimizing Joint Risk of Mislabeling for Iterative Patch-based Label Fusion", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Guorong Wu, Feiping Nie, Qian Wang, Shu Liao, Daoqiang Zhang, and Dinggang Shen]
  61. "Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Yaozong Gao, Yiqiang Zhan, Dinggang Shen]
  62. "Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Chong-Yaw Wee, Yang Li, Biao Jie, Zi-wen Peng, and Dinggang Shen]
  63. "Low-Rank Total Variation for Image Super-Resolution", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Feng Shi, Jian Cheng, Li Wang, Pew-Thian Yap, and Dinggang Shen]
  64. "A Generative Model for Resolution Enhancement of Diffusion MRI Data", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Pew-Thian Yap, Hongyu An, Yasheng Chen, Dinggang Shen]
  65. "Large Deformation Image Classification Using Generalized Locality-Constrained Linear Coding", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Pei Zhang, Chong-Yaw Wee, Marc Niethammer, Dinggang Shen, Pew-Thian Yap]
  66. "Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Pei Zhang, Marc Niethammer, Dinggang Shen, Pew-Thian Yap]
  67. "Regularized Spherical Polar Fourier Diffusion MRI with Optimal Dictionary Learning", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Jian Cheng, Tianzi Jiang, Rachid Deriche, Dinggang Shen, Pew-Thian Yap]
  68. "Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI", MICCAI 2013, Nagoya, Japan, Sep. 22-26, 2013. [Xi Jiang, Dajiang Zhu, Kaiming Li, Tuo Zhang, Dinggang Shen, Lei Guo, Tianming Liu]
  69. Groupwise Registration via Graph Shrinkage on the Image Manifold”, CVPR 2013, June 25-27, 2013, Oregon, USA. [Shihui Ying, Guorong Wu, Qian Wang, Dinggang Shen]
  70. Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso (SCOTO)”, CVPR 2013, June 25-27, 2013, Oregon, USA. [Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, and Dinggang Shen]
  71. Discriminative Brain Effective Connectivity Analysis for Alzheimer’s Disease: A Kernel Learning Approach upon Sparse Gaussian Bayesian Network”, CVPR 2013, June 25-27, 2013, Oregon, USA. [Luping Zhou, Lei Wang, Lingqiao Liu, Philip Ogunbona, Dinggang Shen]
  72. "Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration", IPMI 2013, Asilomar, California, USA, Jun. 29 - Jul. 3, 2013. [Qian Wang, Minjeong Kim, Guorong Wu, Dinggang Shen].
  73. "The Non-Local Bootstrap – Estimation of Uncertainty in Diffusion MRI", IPMI 2013, Asilomar, California, USA, Jun. 29 - Jul. 3, 2013. [Pew-Thian Yap, Hongyu An, Yasheng Chen, Dinggang Shen] (Oral Presentation)
  74. "Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization", IPMI 2013, Asilomar, California, USA, Jun. 29 - Jul. 3, 2013. [Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, Dinggang Shen]
  75. "Exploring High-Order Functional Interactions via Structurally-Weighted LASSO Models", IPMI 2013, Asilomar, California, USA, Jun. 29 - Jul. 3, 2013. [Dajiang Zhu, Xiang Li, Xi Jiang, Hanbo Chen, Dinggang Shen, Tianming Liu] (Oral Presentation)
  76. "Inter-group Image Registration by Hierarchical Graph Shrinkage", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Shihui Ying, Guorong Wu, Shu Liao, Dinggang Shen] (Oral Presentation)
  77. "MR Prostate Segmentation via Distributed Discriminative Dictionary (DDD) Learning", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Yanrong Guo, Yiqiang Zhan, Yaozong Gao, Jianguo Jiang, Dinggang Shen]
  78. "Kernel-based Multi-task Joint Sparse Classification for Alzheimer's Disease", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Yaping Wang, Manhua Liu, Lei Guo, Dinggang Shen]
  79. "Measuring Longitudinally Dynamic Cortex Development in Infants by Reconstruction of Consistent Cortical Surfaces", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Gang Li, Jingxin Nie, Li Wang, Feng Shi, John H. Gilmore, Weili Lin, Dinggang Shen]
  80. "Patch-driven Neonatal Brain MRI Segmentation with Sparse Representation and Level Sets", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Li Wang, Feng Shi, Gang Li, Weili Lin, John H. Gilmore, Dinggang Shen] (Oral Presentation)
  81. "Inferring Functional Network-based Signatures via Structurally-weighted LASSO Model", ISBI 2013, San Francisco, California, USA, Apr. 7-11, 2013. [Dajiang Zhu, Dinggang Shen, Tianming Liu]
  82. "Consistent 4D brain extraction of serial brain MR images", SPIE Medical Imaging 2013, Florida, Feb. 2013. [Yaping Wang, Gang Li, Jingxin Nie, Pew-Thian Yap, Lei Guo, Dinggang Shen]
  83. Hierarchical Ensemble of Multi-level Classifiers for Diagnosis of Alzheimer's Disease”, MLMI 2012, Nice, France, Oct. 1, 2012. [Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen]
  84. Dense Deformation Reconstruction via Sparse Coding”, MLMI 2012, Nice, France, Oct. 1, 2012. [Yonghong Shi, Guorong Wu, Zhijian Song, Dinggang Shen]
  85. "Group Sparsity Constrained Automatic Brain Label Propagation", MLMI 2012, Nice, France, Oct. 1, 2012. [Shu Liao, Daoqiang Zhang, Pew Thian Yap, Guorong Wu, Dinggang Shen]
  86. Transductive Prostate Segmentation for CT Image Guided Radiotherapy”, MLMI 2012, Nice, France, Oct. 1, 2012. [Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen]
  87. "Sparse Patch-guided Deformation Estimation for Improved Image Registration", MLMI 2012, Nice, France, Oct. 1, 2012. [Minjeong Kim, Guorong Wu, and Dinggang Shen]
  88. "Partition Cortical Surfaces into Supervertices: Method and Application", MeshMed 2012, Nice, France, Oct. 1, 2012. [Gang Li, Jingxin Nie and Dinggang Shen]
  89. "Structural Feature Selection for Connectivity Network-Based MCI Diagnosis", MBIA 2012, Nice, France, Oct. 1, 2012. [Biao Jie, Daoqiang Zhang, Chong-Yaw Wee, Dinggang Shen]
  90. "Sparse Patch-Based Label Fusion for Multi-Atlas Segmentation", MBIA 2012, Nice, France, Oct. 1, 2012. [Daoqiang Zhang, Qimiao Guo, Guorong Wu, Dinggang Shen]
  91. "DWI Denoising Using Spatial, Angular, and Radiometric Filtering", MBIA 2012, Nice, France, Oct. 1, 2012. [Pew-Thian Yap, Dinggang Shen]
  92. "Groupwise Segmentation Improves Neuroimaging Classification Accuracy", MBIA 2012, Nice, France, Oct. 1, 2012. [Yaping Wang, Hongjun Jia, Pew-Thian Yap, Bo Cheng, Chong-Yaw Wee, Lei Guo, Dinggang Shen]
  93. "4D Segmentation of Longitudinal Brain MR Images with Consistent Cortical Thickness Measurement", STIA 2012, Nice, France, Oct. 1, 2012. [Li Wang, Feng Shi, Gang Li, Dinggang Shen]
  94. "Robust Anatomical Correspondence Detection by Graph Matching with Sparsity Constraint", MCV 2012, Nice, France, Oct. 1, 2012. [Yanrong Guo, Guorong Wu, Yakang Dai, Jianguo Jiang, Dinggang Shen]
  95. "Multiple Atlases-based Joint Labeling of Human Cortical Sulcal Curves", MCV 2012, Nice, France, Oct. 1, 2012. [Ilwoo Lyu, Gang Li, Minjeong Kim, Dinggang Shen]
  96. "Robust Patch-Based Multi-Atlas Labeling by Joint Sparsity Regularization", STMI 2012, Nice, France, Oct. 1, 2012. [Guorong Wu, Qian Wang, Daoqiang Zhang, and Dinggang Shen]
  97. "Longitudinal lateral ventricle morphometry related to prenatal measures as a biomarker of normal development", MICCAI workshop on Paediatric and Perinatal Imaging (PaPI) 2012, Nice, France, Oct. 1, 2012. [Amanda E. Lyall, Beatriz Paniagua, Zhaohua Lu, Hongtu Zhu, Feng Shi, Weili Lin, Dinggang Shen, John H. Gilmore and Martin Styner]
  98. "Sparse Patch based Prostate Segmentation in CT Images", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Shu Liao, Yaozong Gao, and Dinggang Shen]
  99. "Non-local Means Resolution Enhancement of Lung 4D-CT Data", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Yu Zhang, Guorong Wu, Pew-Thian Yap, Qianjin Feng, Jun Lian, Wufan Chen, Dinggang Shen]
  100. "Prostate Segmentation by Sparse Representation based Classification”, MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Yaozong Gao, Shu Liao, Dinggang Shen]
  101. "Constrained Sparse Functional Connectivity Networks for MCI Classification", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Chong-Yaw Wee, Pew-Thian Yap, Daoqiang Zhang, Lihong Wang, Dinggang Shen]
  102. "Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration for MR Brain Images", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Guorong Wu, Minjeong Kim, Qian Wang, and Dinggang Shen]
  103. "Tree-Guided Sparse Coding for Brain Disease Classification", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Manhua Liu, Daoqiang Zhang, Pew-Thian Yap, Dinggang Shen]
  104. Atlas Construction via Dictionary Learning and Group Sparsity”, MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Feng Shi, Li Wang, Guorong Wu, Yu Zhang, Manhua Liu, John H. Gilmore, Weili Lin, and Dinggang Shen]
  105. "Temporally-Constrained Group Sparse Learning for Longitudinal Data Analysis", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Daoqiang Zhang, Jun Liu, Dinggang Shen]
  106. "Domain Transfer Learning for MCI Conversion Prediction", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Bo Cheng, Daoqiang Zhang, Dinggang Shen]
  107. "Spatial Warping of DWI Data Using Sparse Representation", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Pew-Thian Yap, Dinggang Shen]
  108. "Resolution Enhancement of Diffusion-Weighted Images by Local Fiber Profiling", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Pew-Thian Yap, Dinggang Shen]
  109. "Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Pei Zhang, Pew-Thian Yap, Dinggang Shen, Tim Cootes]
  110. "Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images", MICCAI 2012, Nice, France, Oct. 1-5, 2012. [Pei Zhang, Marc Niethammer, Dinggang Shen, Pew-Thian Yap]
  111. "Reconstruction of Super-Resolution Lung 4D-CT Using a Patch-Based Sparse Representation", CVPR 2012, Providence, Rhode Island, USA, Jun. 18-20. [Yu zhang, Guorong Wu, Pew-Thian Yap, Qianjin feng, Jun Lian, Wufan Chen, Dinggang Shen]
  112. "Multi-Contrast Diffusion Tensor Image Registration with Structural MRI", ISBI 2012, Barcelona, Spain, May 2-5, 2012. [Xiujuan Geng, Martin Styner, Aditya Gupta, Dinggang Shen, John Gilmore]
  113. "Identification of Breast Vascular Calcium Deposition in Digital Mammography by Linear Structure Analysis", ISBI 2012, Barcelona, Spain, May 2-5, 2012. [Jie-Zhi Cheng, Chung-Ming Chen, Dinggang Shen]
  114. "A Learning based Hierarchical Framework for Automatic Prostate Localization in CT Images", Prostate Cancer Imaging, MICCAI 2011 Workshop, Toronto, Canada, Sep. 18, 2011. [Liao Shu, and Dinggang Shen]
  115. "Accurate and Consistent 4D Segmentation of Serial Infant Brain MR Images", Multimodal Brain Image Analysis (MBIA 2011), Toronto, Canada, Sep. 18, 2011. [Li Wang, Feng Shi, Pew Thian Yap, John H Gilmore, Weili Lin, and Dinggang Shen].
  116. "Multi-Modal Multi-Task Learning for Joint Prediction of Clinical Scores in Alzheimer’s Disease", Multimodal Brain Image Analysis (MBIA 2011), Toronto, Canada, Sep. 18, 2011. [Daoqiang Zhang, and Dinggang Shen]
  117. "MultiCost: Multi-stage Cost-sensitive Classification of Alzheimer’s Disease", MLMI 2011, Toronto, Canada, Sep. 18, 2011. [Daoqiang Zhang, and Dinggang Shen]
  118. "Predicting Clinical Scores Using Semi-supervised Multimodal Relevance Vector Regression", MLMI 2011, Toronto, Canada, Sep. 18, 2011. [Bo Cheng, Daoqiang Zhang, Songcan Chen, and Dinggang Shen]
  119. "Directed Graph Based Image Registration", MLMI 2011, Toronto, Canada, Sep. 18, 2011. [Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, and Dinggang Shen]
  120. "Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models", MLMI 2011, Toronto, Canada, Sep. 18, 2011. [Minjeong Kim, Guorong Wu, Wei Li, Li Wang, Young-Don Son, Zang-Hee Cho, and Dinggang Shen]
  121. "Learning Statistical Correlation of Prostate Deformations for Fast Registration", MLMI 2011, Toronto, Canada, Sep. 18, 2011. [Yonghong Shi, Shu Liao, and Dinggang Shen]
  122. "Computational Growth Model for Cortical Development in the First Year of Life", Image Analysis of Human Brain Development (IAHBD 2011), Toronto, Canada, Sep. 22, 2011. [Jingxin Nie, Gang Li, Li Wang, John H. Gilmore, Weili Lin, and Dinggang Shen]
  123. "Diffusion Tensor Image Registration with Combined Tract and Tensor Features", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Qian Wang, Pew-Thian Yap, Guorong Wu, Dinggang Shen]
  124. "Fiber Modeling and Clustering Based on Neuroanatomical Features", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Qian Wang, Pew-Thian Yap, Guorong Wu, Dinggang Shen]
  125. "Learning-based Meta-Algorithm for MRI Brain Extraction", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Feng Shi, Li Wang, John H. Gilmore, Weili Lin, and Dinggang Shen]
  126. "Reconstruction of Fiber Trajectories via Population-Based Estimation of Local Orientations", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Pew-Thian Yap, John H. Gilmore, Weili Lin, Dinggang Shen]
  127. "Longitudinal Tractography with Application to Neuronal Fiber Trajectory Reconstruction in Neonates", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Pew-Thian Yap, John H. Gilmore, Weili Lin, Dinggang Shen]
  128. "Robust Deformable-Surface-Based Skull-Stripping for Large-Scale Studies", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Yaping Wang, Jingxin Nie, Pew-Thian Yap, Feng Shi, Lei Guo, Dinggang Shen]
  129. "Confidence-Guided Sequential Label Fusion for Multi-Atlas Based Segmentation", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Daoqiang Zhang, Guorong Wu, Hongjun Jia, Dinggang Shen]
  130. "Consistent Reconstruction of Cortical Surfaces from Longitudinal Brain MR Images", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Gang Li, Jingxin Nie, Dinggang Shen]
  131. "Estimating the 4D Respiratory Lung Motion by Spatiotemporal Registration and Building Super-Resolution Image", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Guorong Wu, Qian Wang, Jun Lian, and Dinggang Shen]
  132. "Identification of Individuals with MCI via Multimodality Connectivity Networks", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Chong-Yaw Wee, Pew-Thian Yap, Daoqiang Zhang, Kevin Denny, Lihong Wang, Dinggang Shen]
  133. "Learning Image Context for Segmentation of Prostate in CT-Guided Radiotherapy", MICCAI 2011, Toronto, Canada, Sep. 18-22, 2011. [Wei Li, Shu Liao, Qianjin Feng, Wufan Chen, Dinggang Shen]
  134. "A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences", IPMI 2011, Monastery Irsee, Germany, July 3-8, 2011. [Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen]
  135. "Reconstruction of 4D-CT from a Single Free-Breathing 3D-CT by Spatial-Temporal Image Registration", IPMI 2011, Monastery Irsee, Germany, July 3-8, 2011. [Guorong Wu, Qian Wang, Jun Lian, and Dinggang Shen]
  136. "Hierarchical Anatomical Brain Networks for MCI Prediction by Partial Least Square Analysis", CVPR 2011, Colorado Springs, U.S.A, Jun 21-23, 2011. [Luping Zhou, Yaping Wang, Yang Li, Pew-Thian Yap, and Dinggang Shen]
  137. "Consistent Sulcal Parcellation of Longitudinal Cortical Surfaces", ISBI 2011, Chicago, Illinois, U.S.A, Mar 30-Apr 2, 2011. [Gang Li, Yang Li, Yaping Wang, Dinggang Shen]
  138. "Learning-based Prostate Location for Image Guided Radiation Therapy", ISBI 2011, Chicago, Illinois, U.S.A, Mar 30-Apr 2, 2011. [Luping Zhou, Shu Liao, Wei Li, Dinggang Shen]
  139. "iTREE: Fast and Accurate Image Registration Based on the Combinative and Incremental Tree", ISBI 2011, Chicago, Illinois, U.S.A, Mar 30-Apr 2, 2011. [Hongjun Jia, Guorong‎ Wu, Qian‎ Wang, Min-Jeong‎ Kim, Dinggang Shen]
  140. "Automated DNA Fiber Tracking and Measurement", ISBI 2011, Chicago, Illinois, U.S.A, Mar 30-Apr 2, 2011. [Yaping Wang, Paul Chastain, Pew-Thian Yap, Jie-Zhi Cheng, David Kaufman, Lei Guo, Dinggang Shen]
  141. "Groupwise Registration of Breast DCE-MR Images for Accurate Tumor Measurement", ISBI 2011, Chicago, Illinois, U.S.A, Mar 30-Apr 2, 2011. [Minjeong Kim, Guorong Wu, Dinggang Shen]
  142. "Semi-supervised Multimodal Classification of Alzheimer's Disease", ISBI 2011, Chicago, Illinois, U.S.A, Mar. 30-Apr. 2, 2011. [Daoqiang Zhang, Dinggang Shen]
  143. "Accurate Identification of MCI Patients Via Enriched White-Matter Connectivity Network", MLMI 2010,  Beijing, China, Sep. 20, 2010. [Chong-Yaw Wee, Pew-Thian Yap, Jeffery N. Jeffery Browndyke, Guy G. Potter, David C. Steffens, Kathleen A. Welsh-Bohmer, Lihong Wang and Dinggang Shen]
  144. "Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level Set Method", MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Li Wang, Feng Shi, John H. Gilmore, Weili Lin, Dinggang Shen]
  145. "Hierarchical Fiber Clustering Based on Multi-Scale Neuroanatomical Features", MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Qian Wang, Pew-Thian Yap,Hongjun Jia, Guorong Wu, and Dinggang Shen]
  146. "Spatial-Temporal Constraint for Segmentation of Serial Infant Brain MR Images", MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Feng Shi, Pew-Thian Yap, John H. Gilmore, Weili Lin, and Dinggang Shen]
  147. "Hierachical Spherical-Harmonics Based Deformable HARDI Registration", MIAR 2010, Beijing, China, Sep. 19-20, 2010. [Pew-Thian Yap, Yasheng Chen, Hongyu An, John H. Gilmore, Weili Lin, Dinggang Shen]
  148. "Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian FEM", MICCAI 2010, Beijing, China, Sep. 20-24, 2010. [Yasheng Chen, Songbai Ji, Xunlei Wu, Hongyu An, Hongtu Zhu, Dinggang Shen and Weili Lin]
  149. "Multiple Cortical Surface Correspondence using Pairwise Shape Similarity", MICCAI 2010, Beijing, China, Sep. 20-24, 2010.[Pahal Dalal, Dinggang Shen, Feng Shi, Song Wang]
  150. "Consistent 4D Cortical Thickness Measurement for Longitudinal Neuroimaging Study", MICCAI 2010, Beijing, China, Sep. 20-24, 2010.[Yang Li, Yaping Wang, Zhong Xue, Feng Shi, Weili Lin, Dinggang Shen]
  151. "Groupwise Registration by Hierarchical Anatomical Correspondence Detection", MICCAI 2010, Beijing, China, Sep. 20-24, 2010. [Guorong Wu, QianWang, Hongjun Jia, and Dinggang Shen]
  152. "Groupwise Registration with Sharp Mean", MICCAI 2010, Beijing, China, Sep. 20-24, 2010. [Guorong Wu, Hongjun Jia, Qian Wang, and Dinggang Shen]
  153. "Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics", MICCAI 2010, Beijing, China, Sep. 20-24, 2010. [Guorong Wu, Qian Wang, Hongjun Jia, and Dinggang Shen]
  154. "A Generalized Learning Based Framework for Fast Brain Image Registration", MICCAI 2010, Beijing, China, Sep. 20-24, 2010. [Minjeong Kim, Guorong Wu, Pew-Thian Yap, Dinggang Shen]
  155. "ABSORB: Atlas Building by Self-Organized Registration and Bundling", CVPR 2010, San Francisco, CA, Jun. 13 to 18, 2010. [Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen] (free software package available)
  156. "Joint Estimation of Multiple Clinical Variables of Neurological Diseases From Imaging Patterns", ISBI 2010, Rotterdam, The Netherlands, Apr. 14 to 17, 2010. [Yong Fan, Daniel Kaufer, Dinggang Shen]
  157. "Groupwise Registration from Exemplar to Group Mean: Extending HAMMER to Groupwise Registration", ISBI 2010, Rotterdam, The Netherlands, Apr. 14 to 17, 2010. [Guorong Wu, Pew-Thian Yap, Qian Wang, and Dinggang Shen]
  158. "Neonatal Brain MRI Segmentation by Building Multi-Region-Multi-Reference Atlases", ISBI 2010, Rotterdam, The Netherlands, Apr. 14 to 17, 2010. [Feng Shi, Pew-Thian Yap, Yong Fan, John H. Gilmore, Weili Lin, and Dinggang Shen]
  159. "Attribute Vector Guided Groupwise Registration", MICCAI 2009, London, UK, Sept. 20 to 24, 2009. [Qian Wang, Pew-Thian Yap, Guorong Wu, Dinggang Shen]
  160. "Fast Tensor Image Morphing for Elastic Registration", MICCAI 2009, London, UK, Sept. 20 to 24, 2009. [Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen]
  161. "Mapping Growth Patterns and Genetic Influences on Early Brain Development in Twins", MICCAI 2009, London, UK, Sept. 20 to 24, 2009. [Yasheng Chen, Hongtu Zhu, Dinggang Shen, Hongyu An, John Gilmore, Weili Lin]
  162. "Detection of Arterial Calcification in Mammograms by Random Walks", IPMI 2009, Williamsburg, VA, July 5-10, 2009. [Jie-Zhi Cheng, Elodia Cole, Etta D. Pisano, Dinggang Shen]
  163. "MARM: Multiscale Adaptive Regression Models for Neuroimaging Data", IPMI 2009, Williamsburg, VA, July 5-10, 2009. [Hongtu Zhu, Yimei Li, Joseph Ibrahim, Weili Lin, Dinggang Shen]
  164. "Segmenting CT prostate images using population and patient-specific statistics for radiotherapy", ISBI 2009, June 28 - July 1, 2009 in Boston, Massachusetts. [Qianjin Feng, Mark Foskey, Songyuan Tang, Wufan Chen, Dinggang Shen]
  165. "TIMER: Tensor Image Morphing for Elastic Registration", MMBIA 2009, Miami Beach, Florida, June 20th, 2009. [Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen]
  166. "Cortical Enhanced Tissue Segmentation of Neonatal Brain MR Images Acquired by a Dedicated Phased Array Coil", MMBIA 2009, Miami Beach, Florida, June 20th, 2009. [Feng Shi, Pew-Thian Yap, Yong Fan, Jie-Zhi Cheng, Lawrence Wald, Guido Gerig, Weili Lin, Dinggang Shen]
  167. "Regularization of Diffusion Tensor Field Using Coupled Robust Anisotropic Diffusion", MMBIA 2009, Miami Beach, Florida, June 20th, 2009. [Songyuan Tang, Yong Fan, Hongtu Zhu, Pew-Thian Yap, Wei Gao, Weili Lin, Dinggang Shen]
  168. "Non-Rigid Registration between Histological and MR Images in 3D: Application to the Prostate", MMBIA 2009, Miami Beach, Florida, June 20th, 2009. [Yangming Ou, Dinggang Shen, Mark Rosen, Michael Feldman, John Tomaszewski, Christos Davatzikos]
  169. "RABBIT: Rapid Alignment of Brains by Building Intermediate Templates", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Songyuan Tang, Yong Fan, Min-Jeong Kim, Dinggang Shen]
  170. "Integrated feature extraction and selection for neuroimage classification", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Yong Fan, Dinggang Shen]
  171. "Brain tissue segmentation of neonatal MR images using a longitudinal subject-specific probabilistic atlas", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Feng Shi, Yong Fan, Songyuan Tang, John H. Gilmore, Weili Lin, Dinggang Shen]
  172. "Group-wise registration of large image dataset by hierarchical clustering and alignment", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Qian Wang, Liya Chen, Dinggang Shen]
  173. "Regression analysis of diffusion tensor", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Yimei Li, Hongtu Zhu, Yasheng Chen, Joseph G. Ibrahim, Hongyu An, Weili Lin, Dinggang Shen]
  174. "Longitudinal analysis of neuroimaging data", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Yimei Li, Hongtu Zhu, Yasheng Chen, Hongyu An, John H. Gilmore, Weili Lin, Dinggang Shen]
  175. "Hierarchical unbiased group-wise registration for atlas construction and population comparison", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Yasheng Chen, Dinggang Shen, Hongtu Zhu, Hongyu An, John H. Gilmore, Weili Lin]
  176. "Tissue probability map constrained CLASSIC for increased accuracy and robustness in serial image segmentation", SPIE Medical Imaging 2009, Florida, Feb. 2009. [Zhong Xue, Dinggang Shen, Stephen T. Wong]
  177. "Fast Histogram Equalization for Medical Image Enhancement", IEEE EMBS’08, Vancouver, British Columbia, Canada, August 20-24, 2008. [Qian Wang, Liya Chen, Dinggang Shen]
  178. "Optimized Biopsy Procedures for Estimating Gleason Score and Prostate Cancer Volume", MICCAI 2008 Prostate Workshop, New York, Sept. 2008. [Yangming Ou, Dinggang Shen, Yong Fan, Jianchao Zeng, Leon Sun, Christos Davatzikos]
  179. "Hierarchical Shape Statistical Models for Segmentation of Lung Fields in Chest Radiographs", MICCAI 2008, New York, Sept. 2008. [Yonghong Shi, Dinggang Shen]
  180. "Improving Parenchyma Segmentation by Simultaneous Estimation of Tissue Property T1 Map and Group-wise Registration of Inversion Recovery MR Breast Images", MICCAI 2008, New York, Sept. 2008. [Xing Ye, Mitch Schnall, Dinggang Shen]
  181. "Robust brain registration using adaptive probabilistic atlas", MICCAI 2008, New York, Sept. 2008. [Jaime Ide, Rong Chen, Dinggang Shen and Edward H Herskovits]
  182. "Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features", MICCAI 2008, New York, Sept. 2008. [Jinzhong Yang, Dinggang Shen, Christos Davatzikos and Ragini Verma]
  183. "Learning-based Deformation Estimation for Fast Non-rigid Registration", IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA), June 27th - 28th, 2008, Anchorage, Alaska. [Min-Jeong Kim, Myoung-Hee Kim, Dinggang Shen]
  184. "Learning Longitudinal Deformations for Adaptive Segmentation of Lung Fields from Serial Chest Radiographs", MIAR, Japan, August 2008. [Yonghong Shi, Dinggang Shen]
  185. "Application and Validation of Registration Framework for Real-time Atlas guided Biopsy", The Fifth IEEE International Symposium on Biomedical Imaging (ISBI ’08), Paris, France, May 14-17, 2008. [Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, David Crawford, Albaha Barqawi, Priya Werahera, Dinesh Kumar, Jasjit Suri]
  186. "3-D statistical cancer atlas-based targeting of prostate biopsy using ultrasound image guidance", SPIE Medical Imaging 2008, San Diego, Feb 2008. [Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, David E. Crawford, Al Baha Barqawi, Priya Werahera, Dinesh Kumar, Jasjit S. Suri]
  187. "Parallel optimization of tumor model parameters for fast registration of brain tumor images", SPIE Medical Imaging 2008, San Diego, Feb 2008. [Evangelia I. Zacharaki, Cosmina S. Hogea, Dinggang Shen, George Biros, Christos A. Davatzikos]
  188. "Spatial Normalization of Diffusion Tensor Images Based on Anisotropic Segmentation", SPIE Medical Imaging 2008, San Diego, Feb 2008. [Jinzhong Yang, Dinggang Shen, Chandan Misra, Xiaoying Wu, Susan Resnick, Christos Davatzikos, Ragini Verma]
  189. "Application of Statistical Cancer Atlas for 3D Biopsy", The 20th Annual IS&T/SPIE Symposium on Electronic Imaging, San Jose, California USA, 27-31 January 2008. [Ramkrishnan Narayanan, Dinggang Shen, Christos Davatzikos, E David Crawford, Albaha Barqawi, Priya Werahera, Dinesh Kumar and Jasjit S Suri]
  190. "Effect of Hierarchical Deformable Motion Compensation on Image Enhancement for DSA Acquired via C-ARM", The 20th Annual IS&T/SPIE Symposium on Electronic Imaging, San Jose, California USA, 27-31 January 2008. [Liyang Wei, Dinggang Shen, Dinesh Kumar, Ram Turlapati, Jasjit S. Suri]
  191. "Lung Nodule Growth Analysis from 3D CT Data with a Coupled Segmentation and Registration Framework", MMBIA, Rio de Janeiro, Brasil, Oct 14-15, 2007. [Yuanjie Zheng, Karl Steiner, Thomas Bauer, Jingyi Yu, Dinggang Shen, Chandra Kambhamettu]
  192. "Segmentation and Classification of Breast Tumor Using Dynamic Contrast-Enhanced MR Image", MICCAI, Brisbane, Australia, November 2007. [Yuanjie Zheng, Sajjad Baloch, Sarah Englander, Mitchell D. Schnall, Dinggang Shen]
  193. "De-enhancing the Dynamic Contrast-Enhanced Breast MRI for Robust Registration", MICCAI, Brisbane, Australia, November 2007. [Yuanjie Zheng, Jingyi Yu, Chandra Kambhamettu, Sarah Englander, Mitchell D. Schnall, Dinggang Shen]
  194. "Fast and Robust Rigid Registration using Spatially Adaptive Similarity Measures", MICCAI, Brisbane, Australia, November 2007. [Hari Sundar, Dinggang Shen, George Biros, Chenyang Xu, Christos Davatzikos]
  195. "Motion correction strategies for interventional angiography images: a comparative approach", ICIP, 2007. [Dinesh Kumar, Dinggang Shen, Liyang Wei, Ram Turlapthi, Jasjit S. Suri,]
  196. "Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images", IPMI, The Netherlands, July 2-6, 2007. [Guorong Wu, Feihu Qi, Dinggang Shen]
  197. "Simultaneous Estimation and Segmentation of T1 Map For Breast Parenchyma Measurement", Fourth IEEE International Symposium on Biomedical Imaging (ISBI 2007), April 12-15, 2007, Metro Washington, D.C., USA. [Ye Xing, Sarah Englander, Mitchell Schnall, Dinggang Shen]
  198. "STEP: Spatial-Temporal Enhancement Pattern, for MR-based Breast Tumor Diagnosis", Fourth IEEE International Symposium on Biomedical Imaging (ISBI 2007), April 12-15, 2007, Metro Washington, D.C., USA. [Yuanjie Zheng, Sarah Englander, Mitchell D. Schnall, Dinggang Shen]
  199. "Statistically-Constrained Deformable Registration of MR Brain Images", Fourth IEEE International Symposium on Biomedical Imaging (ISBI 2007), April 12-15, 2007, Metro Washington, D.C., USA. [Zhong Xue, Dinggang Shen]
  200. "Segmenting Lung Fields in Serial Chest Radiographs Using Both Population and Patient-Specific Shape Statistics", MICCAI, October 1-6, 2006, Denmark. [Yonghong Shi, Feihu Qi, Zhong Xue, Kyouko Itoh, Hidenori Matsuo, Dinggang Shen]
  201. "Registering Histological and MR Images of Prostate for Image-based Cancer Detection", MICCAI, October 1-6, 2006, Denmark. [Yiqiang Zhan, Michael Feldman, John Tomaszewski, Christos Davatzikos, Dinggang Shen]
  202. "Diagnosis of Brain Abnormality Using both Structural and Functional MR Images", IEEE EMBS, August 30-Sept. 3, 2006, New York City, NY, USA. [Yong Fan, Hengyi Rao, Joan Giannetta, Hallam Hurt, Jiongjiong Wang, Christos Davatzikos, Dinggang Shen]
  203. "A General Learning Framework for Non-rigid Image Registration", International Workshop on Medical Imaging and Augmented Reality (MIAR'06), August 17-18, 2006, Shanghai, China. [Guorong Wu, Feihu Qi, Dinggang Shen]
  204. "Statistically-Constrained High-Dimensional Warping Using Wavelet-Based Priors", IEEE Workshop on Mathematical Methods in Biomedical Image (MMBIA 2006), June 17-18, 2006, New York City, NY, USA. [Zhong Xue, Dinggang Shen, Christos Davatzikos]
  205. "Decoding Cognitive States from fMRI images of Subjects by Machine Learning and Multivariate Classification", IEEE Workshop on Mathematical Methods in Biomedical Image (MMBIA 2006), June 17-18, 2006, New York City, NY, USA. [Yong Fan, Dinggang Shen, Christos Davatzikos]
  206. "Improve Brain Registration Using Machine Learning Methods", Third IEEE International Symposium on Biomedical Imaging (ISBI 2006), April 6-9, 2006, Arlington, VA, USA. [Guorong Wu, Feihu Qi, Dinggang Shen]
  207. "Automated Segmentation of White Matter Lesions in 3D Brain MR Images, Using Multivariate Pattern Classification", Third IEEE International Symposium on Biomedical Imaging (ISBI 2006), April 6-9, 2006, Arlington, VA, USA. [Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karacali, Dengfeng Liu, Elias Melhem, Nick Bryan, Christos Davatzikos]
  208. "Registration of Brain Images With Tumors: Towards the Construction of Statistical Atlases for Therapy Planning", Third IEEE International Symposium on Biomedical Imaging (ISBI 2006), April 6-9, 2006, Arlington, VA, USA. [Evangelia Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos]
  209. "Estimating Myocardial Fiber Orientations by Template Warping", Third IEEE International Symposium on Biomedical Imaging (ISBI 2006), April 6-9, 2006, Arlington, VA, USA. [Hari Sundar, Dinggang Shen, George Biros, Harold Litt, Christos Davatzikos]
  210. "Multi-modal Image Registration by Quantitative-Qualitative Measure of Mutual Information (Q-MI)", Computer Vision for Biomedical Image Applications, ICCV 2005 workshop, October 21, 2005, Beijing, CHINA. [Hongxia Luan, Feihu Qi, Dinggang Shen]
  211. "Increasing Efficiency of SVM by Adaptively Penalizing Outliers", EMMCVPR 2005, November 9-11, 2005, St. Augustine, Florida, USA. [Yiqiang Zhan, Dinggang Shen]
  212. "Consistent Estimation of Cardiac Motions by 4D Image Registration", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Dinggang Shen, Hari Sundar, Zhong Xue, Yong Fan, Harold Litt]
  213. "Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Yong Fan, Dinggang Shen, Christos Davatzikos]
  214. "Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Zhong Xue, Dinggang Shen, Bilge Karacali, Christos Davatzikos]
  215. "Deformable Registration of Brain Tumor Images via a Statistical Model of Tumor-Induced Deformation", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Ashraf Mohamed, Dinggang Shen, Christos Davatzikos] (Best Student Paper)
  216. "Learning Best Features for Deformable Registration of MR Brains", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Guorong Wu, Feihu Qi, Dinggang Shen]
  217. "CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing", IPMI, Springer LNCS 3565, July 2005. [Zhong Xue, Dinggang Shen, Christos Davatzikos]
  218. "Increasing the Efficiency of Support Vector Machine by Simplifying the Shape of Separation Hypersurface", International Symposium, CIS 2004, Springer Vol. 3314, Shanghai, China, December 16-18, 2004. [Yiqiang Zhan, Dinggang Shen]
  219. "Image Registration by Hierarchical Matching of Local Spatial Intensity Histograms", MICCAI'04, France, Sept 26-30, 2004. [Dinggang Shen]
  220. "Deformable Registration of Tumor-diseased Brain Images", MICCAI'04, France, Sept 26-30, 2004. [Tianming Liu, Dinggang Shen, Christos Davatzikos]
  221. "An Efficient Method for Deformable Segmentation of 3D US Prostate Images", International Workshop on Medical Imaging and Augmented Reality (MIAR'04), Beijing, China, August 19-20, 2004. [Yiqiang Zhan, Dinggang Shen]
  222. "4D image warping for measurement of longitudinal brain changes", IEEE International Symposium on Biomedical Imaging (ISBI), Arlington, VA, April 15-18, 2004. [Dinggang Shen]
  223. "Deformable Registration of Male Pelvises in CT Images", IEEE International Symposium on Biomedical Imaging (ISBI), Arlington, VA, April 15-18, 2004. [Yiqiang Zhan, Dinggang Shen, and Russ Taylor]
  224. "Predictive modeling of anatomic structures using canonical correlation analysis", IEEE International Symposium on Biomedical Imaging (ISBI), Arlington, VA, April 15-18, 2004. [Tianming Liu, Dinggang Shen, and Christos Davatzikos]
  225. "Morphological classification of medical images using nonlinear support vector machines", IEEE International Symposium on Biomedical Imaging (ISBI) (invited paper), Arlington, VA, April 15-18, 2004. [Christos Davatzikos, Dinggang Shen, and Z. Lao, Z. Xue, B. Karacali]
  226. "Automated Segmentation of 3D US Prostate Images Using Statistical Texture-Based Matching Method", Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2003, Nov 16-18, Canada. [Yiqiang Zhan, Dinggang Shen]
  227. "Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping", Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2003, Nov 16-18, Canada. [Tianming Liu, Dinggang Shen, Christos Davatzikos]
  228. "Correspondence Detection Using Wavelet-Based Attribute Vectors", Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2003, Nov 16-18, Canada. [Zhong Xue, Dinggang Shen, Christos Davatzikos]
  229. "Applications of wavelets in morphometric analysis of medical images", Proceedings of SPIE Vol. #5207 Wavelets: Applications in Signal and Image Processing X, August 2003. [Christos Davatzikos, Xiaodong Tao, Dinggang Shen]
  230. "Automatic Classification of Sulcal Regions of the Human Brain Cortex Using Pattern Recognition", Proc. of SPIE Medical Imaging, February 15-20, 2003, San Diego, California, USA. [K.J. Behnke, M.E. Rettmann, D.L. Pham, Dinggang Shen, S. M. Resnick, C. Davatzikos, and J. L. Prince]
  231. "A B-Snake model using Statistical and Geometric Information - Application to Medical Images", The Seventh International Confeence on Control, Automation, Robotics and Vision (ICARCV2002), Singapore, Dec 2002. [Yue Wang, Eam Khwang Teoh, Dinggang Shen]
  232. "A Novel Bayesian Shape Model for Facial Feature Extraction", The Seventh International Confeence on Control, Automation, Robotics and Vision (ICARCV2002), Singapore, Dec 2002. [Zhong Xue, Stan Z. Li, Dinggang Shen, Eam Khwang Teoh]
  233. "Statistical Shape Model for Automatic Skull-Stripping of Brain Images", IEEE International Symposium on Biomedical Imaging, p.855-858, Washington, D.C. 7-10 July 2002. [Zhiqiang Lao, Dinggang Shen, Christos Davatzikos]
  234. "Statistically-based Reorientation of Diffusion Tensor Field", IEEE International Symposium on Biomedical Imaging, p.757-760, Washington, D.C. 7-10 July 2002. [Dongrong Xu, Susumu Mori, Dinggang Shen, Christos Davatzikos]
  235. "Automatic Segmentation of White Matter Lesions in T1-Weighted Brain MR Images", IEEE International Symposium on Biomedical Imaging, p.253-256, Washington, D.C. 7-10 July 2002. [Songyang Yu, Dzung Pham, Dinggang Shen, Edward H. Herskovits, Susan M. Resnick, Christos Davatzikos]
  236. "HAMMER: Hierarchical Attribute Matching Mechanism for Elastic Registration", IEEE Workshop on Mathematical Methods in Biomedical Image (MMBIA 2001), p. 29-36, Kauai, Hawaii, USA, December 9-10, 2001. [Dinggang Shen, Christos Davatzikos] (Best Paper Award, from MMBIA 2001)
  237. "A Statistical Atlas of Prostate Cancer for Optimal Biopsy", Medical Image Computing and Computer-Assisted Intervention (MICCAI), p. 416-424, Utrecht, The Netherlands, 14-17 October 2001. [Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward H. Herskovits, Gabor Fichtinger, Christos Davatzikos]
  238. "Structure-adaptive B-snake for segmenting complex objects", IEEE International Conference on Image Processing (ICIP), Thessaloniki, Greece, October 7-10, 2001. [Y. Wang, Eam Khwang Teoh, Dinggang Shen]
  239. "Statistically optimized biopsy strategy for the diagnosis of prostate cancer", The 14th IEEE Symposium on Computer-based Medical System (CBMS), p.433-438, Bethesda, Maryland, 26-27 July, 2001. [Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward H. Herskovits, Gabor Fichtinger, Christos Davatzikos]
  240. "Adaptive-Focus Statistical Shape Model for Segmentation of 3D MR Structures", Medical Image Computing and Computer-Assisted Intervention (MICCAI), Pittsburgh, Pennsylvania USA, October 11-14, 2000. [Dinggang Shen, and C. Davatzikos]
  241. "A Framework for Predictive Modeling of Intra-Operative Deformations: A Simulation-Based Study", Medical Image Computing and Computer-Assisted Intervention (MICCAI), Pittsburgh, Pennsylvania USA, October 11-14, 2000. [S. K. Kyriacou, Dinggang Shen, and C. Davatzikos]
  242. "A deformable template model based on fuzzy alignment algorithm", IEEE International Conference on Image Processing (ICIP), Vancouver, BC, Canada, September 10-13, 2000. [Zhong Xue, Dinggang Shen, and Eam Khwang Teoh]
  243. "Novel theorem on symmetries of 2D images", 15th International Conference on Pattern Recognition (ICPR), Vol III: 1002 -1005, Spain, Sept. 3-8, 2000. [Dinggang Shen, Horace H. S. Ip and Eam Khwang Teoh]
  244. "Robust detection of skewed symmetries", 15th International Conference on Pattern Recognition (ICPR), Vol III: 1010 -1013, Spain, Sept. 3-8, 2000. [Dinggang Shen, Horace H. S. Ip and Eam Khwang Teoh]
  245. "Detecting reflection axes by energy minimisation", 15th International Conference on Pattern Recognition (ICPR), Vol II: 1026 -1029, Spain, Sept. 3-8, 2000. [Dinggang Shen, Horace H. S. Ip and Eam Khwang Teoh]
  246. "A hierarchical deformable model using statistical and geometric information", IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA2000), South Carolina, June 11-12, 2000. [Dinggang Shen, C. Davatzikos]
  247. "A novel lane model using B-snake", The Fouth Asian Conference on Computer Vision (ACCV) (Invited Sessions), Taipei, Taiwan, Jan 8-11, 2000. [E. K. Teoh, Y. Wang, Dinggang Shen, H. Wang]
  248. "Lane detection using B-snake", IEEE International Conference on Information, Intelligence and Systems, Washington, DC, Nov. 1-3, 1999. [Y. Wang, E. K. Teoh, Dinggang Shen]
  249. "A novel lane model for lane boundary detection", IAPR Workshop on Machine vision applications (MVA'98), Japan, Nov. 17-19, 1998. [Y. Wang, Dinggang Shen, E. K. Teoh]
  250. "Lane Detection Using Catmull-Rom Spline", 1998 IEEE international conference on intelligent vehicles (IV 98), Stuttgart, Germany, October 28-30, 1998. [Y. Wang, Dinggang Shen, E. K. Teoh]
  251. "Symmetry Detection for Binary Shapes based on Generalized Complex Moments", Proc. of the 1998 Symposium on Image, Speech, Signal Processing and Robotics, 3-4 Sep. 1998, Hong Kong China, vol. 1, pp. I-237-I-240.[Horace H. S. Ip, Kent K. T. Cheung and Dinggang Shen]
  252. "An area-based shape representation for affine invariant content-based retrieval", Multimedia Information Analysis and Retrieval, Ip and Smeulders (Eds.), LNCS 1464, Springer- Verlag, August 1998. [Horace H S Ip, Dinggang Shen, Wai-him Wong, Ken C K Law]
  253. "Indexing and retrieval of binary patterns using generalized complex moments", 2nd International Conference on Visual Information System, California, USA, March 1997. [Horace H S Ip, Dinggang Shen and Kent K. T. Cheung]
  254. "Complex scene object tracking using using an affine invariant snake" (invited paper), Workshop on 3D Computer Vision'97, Hong Kong, May 17 1997.[Horace H S Ip and Dinggang Shen]
  255. "Normalization method suitable for every kind of image", ICARCV'96, Singapore, Dec., 1996. [Dinggang Shen and Horace H S Ip]
  256. "Affine invariant shape matching for content-based retrieval", ICARCV'96, Singapore, Dec., 1996. [W H Wong, Dinggang Shen and Horace H S Ip]
  257. "Video segmentation indexing through classification and interactive view-based query", Lecture Notes in Computer Science - 1035. Springer-Verlag, 1996. (Recent Developments in Computer Vision, Second Asian Conference on Computer Vision, ACCV'95, Singapore, December 1995. invited session paper) [C. M. Lee, W. Xiong, Dinggang Shen, and R. H. Ma]
  258. "Adaptive image segmentation by neural network", Proceedings of ICARCV, 1994, Singapore.
  259. "Rotation invariant image recognition using wavelet transformation", Proceedings of ICARCV, 1994, Singapore.
  260. "Detection of rotationally symmetric shape orientation by fold principal orientation", Proceeding of ISIT&IA, Sydney, Australia, Nov. 1994.
  261. "Neural network based adaptive image segmentation", Proceeding of ISIT&IA, Sydney, Australia, Nov. 1994.
  262. "Wavelet transform based rotation invariant feature extraction in object recognition", Proceeding of ISIT&IA, Sydney, Australia, Nov. 1994.
  263. "Moving target location by neighbor-searching Algorithm", Proceeding of ISSIP&NN, Hong Kong, 1994.
  264. "Edge detection on real time using LOG filter", Proceeding of ISSIP&NN, 1994, Hong Kong.
  265. "Kohonen network for adaptive image compression", Proceeding of ICCT,1994.
  266. "A neural network for automatic target recognition", Proceeding of ICYCT, 1994.
  267. "A liked-BAM neural network for image recognition", Proceeding of IEEE TENCON, 1993, II. 966-969.
  268. "Invariant image recognition by normalization", Proceeding of ICSP, 1993, II.1042-1045.
  269. "Noisy image segmentation by CNN", Proceeding of ICSP, 1993, II 1029-1211.
  270. "A learning approach for BAM", Proceeding of ICNNSP,1993, 202-206.
  271. "Adaptive image data compression by neural network", Proceeding of ICNNSP, 1993, 525-529.
  272. "A neural network for image recognition", Proceeding of IJCNN, 1992, I788-792.
  273. "FDO neural network and its application to image recognition", Proceeding of ICCS/ISITA, 1992,Singapore.
  274. "FDO neural network and its application to handwriting Chinese characters recognition", Proceeding of ICCPCOL, 1992, Sand Key Florida.