Guorong Wu
Postdoctoral Fellow, Department of Radiology and BRIC, University of North Carolina@Chapel Hill
I received my Ph.D at Shanghai Jiao Tong University in 2007. Then I joined Pixelworks as the DSP algorithm engineer, developing the video processing algorithm (super resolution, motion estimation, denoising, and interpolation ). Now I am working at IDEA LAB in Feburary, 2009, under the supervision of Dr. Dinggang Shen.
Research | Publication | Link | Contact
Research
Publications
Journals

[21] "Application of Neuroanatomical Features to Tractography Clustering", Accepted for Human Brain Mapping [Qian Wang, Pew-Thian Yap, Guorong Wu, and Dinggang Shen].

[20] "Hierarchical Registration Framework for Breast DCE-MR Images by Groupwise Registration and Robust Feature Matching", Medical Physics, vol. 39(1), 2012 [Minjeong Kim, Guorong Wu, and Dinggang Shen].

[19] "Consistent Reconstruction of Cortical Surfaces from Longitudinal Brain MR Images", NeuroImage, vol. 59(4), 2012. [Gang Li, Jingxin Nie, Guorong Wu, Yaping Wang, and Dinggang Shen]

[18] "Directed Graph Based Image Registration", Computerized Medical Imaging and Graphics, in press. [Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, and Dinggang Shen]

[17] "A General Fast RegistrationFramework by Learning Deformation-Appearance Correlation", Accepted by IEEE Trans. Image Processing. [Minjeong Kim, Guorong Wu, Pew-thian Yap, Dinggang Shen]

[16] "A Novel Framework for Longitudinal Atlas Construction with Groupwise Registration of Subject Image Sequences", NeuroImage, vol. 59(2), pp. 1275-1289, 2012. [Shu Liao, Hongjun Jia, Guorong Wu, Dinggang Shen]

[15] "Registration of Longitudinal Brain Image Sequences with Implicit Template and Spatial-Temporal Heuristics", NeuroImage, vol. 59(1), pp. 404-412, 2012. [Guorong Wu, Qian Wang, Dinggang Shen]

[14] "SharpMean: Groupwise Registration Guided by Sharp Mean Image and Tree-based Registration", NeuroImage, 56(4): 1968-1981, June. 2011. [Guorong Wu, Hongjun Jia, Qian Wang, Dinggang Shen]

[13] "Infant Brain Atlases from Neonates to 1- and 2-year-olds", PLoS One, vol. 6, p. e18726, 2011. [Feng Shi, Pew-Thian Yap, Guorong Wu, Hongjun Jia, John H. Gilmore, WeiliLin, Dinggang Shen]

[12] "Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features", accepted for Neurobiology of Aging, [Yang Li, Yaping Wang, Guorong Wu, Feng Shi, Luping Zhou, Weili Lin, Dinggang Shen]

[11] "Feature-based Groupwise Registration by Hierarchical Anatomical Correspondence Detection," Human Brain Mapping, vol. 33, pp. 253-271, 2012. [Guorong Wu, Qian Wang, Hongjun Jia, Dinggang Shen]

[10] "Intermediate Templates Guided Groupwise Registration of Diffusion Tensor Images," NeuroImage, 54(2):928-939, 2010. [Hongjun Jia, Pew-Thian Yap, Guorong Wu, Qian Wang, Dinggang Shen]

[9] "Human Brain Connectomics:Networks, Techniques, and Applications," IEEE Signal Processing Magazine, 27(4), 131-134, July 2010. [Pew-Thian Yap, Guorong Wu, Dinggang Shen]

[8] "ABSORB: Atlas Building by Self-Organized Registration and Bundling", NeuroImage, 51(3):1057-1070, 2010. [Hongjun Jia, Guorong Wu, Qian Wang, Dinggang Shen]

[7] "Attribute Vector Guided Groupwise Registration", NeuroImage, 50(4):1485-1496, 2010. [Qian Wang, Guorong Wu, Pew-Thian Yap, Dinggang Shen]

[6] "F-TIMER: Fast Tensor Image Morphing for Elastic Registration", IEEE Trans. Medical Imaging, 29(5):1192-1203, 2010. [Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen]

[5] "TPS-HAMMER: Improving HAMMER Registration Algorithm by Soft Correspondence Matching and Thin-Plate Splines Based Deformation Interpolation", NeuroImage, 49(3):2225-2233, 2010. [Guorong Wu, Pew-Thian Yap, Minjeong Kim, Dinggang Shen]

[4] "Groupwise Registration Based on Hierarchical Image Clustering and Atlas Synthesis", Human Brain Mapping, Volume 31, Issue 8, pages 1128-1140, 2010. [Qian Wang, Liya Chen, Pew-Thian Yap, Guorong Wu, Dinggang Shen]

[3] "TIMER: Tensor Image Morphing for Elastic Registration", Neuroimage, 47(2):549-563, 2009. [Pew-Thian Yap, Guorong Wu, Hongtu Zhu, Weili Lin, Dinggang Shen]

[2] "RABBIT: Rapid Alignment of Brains by Building Intermediate Templates", Neuroimage. 2009 Oct 1;47(4):1277-87,2009. [Songyuan Tang, Yong Fan, Guorong Wu, Minjeong Kim, Dinggang Shen]

[1] "Learning-Based Deformable Registration of MR Brain Images", IEEE Trans. Medical Imaging, 25(9):1145-1157, Sept. 2006. [Guorong Wu, Feihu Qi, Dinggang Shen]

Conferences

[27] "S-HAMMER: Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration", Human Brain Mapping 2012, Beijing, China. [Guorong Wu, Minjeong Kim, Qian Wang, and Dinggang Shen]

[26] "Reconstruction of Super-Resolution Lung 4D-CT Using a Patch-Based Sparse Representation", CVPR 2012, Rhode Island, USA. [Yu zhang, Guorong Wu, Pew-Thian Yap, Qianjin feng, Jun Lian, Wufan Chen, Dinggang Shen]

[25] "Segmenting Hippocampus from 7.0 Tesla MR Images by Combining Multiple Atlases and Auto-Context Models", MLMI 2011, Toronto, Canada. [Minjeong Kim, Guorong Wu, Wei Li, Li Wang, Young-Don Son, Zang-Hee Cho, and Dinggang Shen]

[24] "Directed Graph Based Image Registration", MLMI 2011, Toronto, Canada. [Hongjun Jia, Guorong Wu, Qian Wang, Yaping Wang, Minjeong Kim, and Dinggang Shen]

[23] "Estimating the 4D Respiratory Lung Motion by Spatiotemporal Registration and Building Super-Resolution Image", MICCAI 2011. [Guorong Wu, Qian Wang, Jun Lian, and Dinggang Shen]

[22] "Confidence-Guided Sequential Label Fusion for Multi-Atlas Based Segmentation", MICCAI 2011. [Daoqiang Zhang, Guorong Wu, Hongjun Jia, and Dinggang Shen]

[21] "Fiber Modeling and Clustering Based on Neuroanatomical Features", MICCAI 2011. [Qian Wang, Pew-Thian Yap, Guorong Wu, and Dinggang Shen]

[20] "Diffusion Tensor Image Registration with Combined Tract and Tensor Features", MICCAI 2011. [Qian Wang, Pew-Thian Yap, Guorong Wu, and Dinggang Shen]

[19] "Reconstruction of 4D-CT from Single Free-Breathing 3D-CT for Image Guided Lung Radiotherapy", AAPM 2011. [Guorong Wu, Qian Wang, Jun Lian, and Dinggang Shen]

[18] "Reconstruction of 4D-CT from a Single Free-Breathing 3D-CT by Spatial-Temporal Image Registration", IPMI 2011, Germany, 2011. [Guorong Wu, Qian Wang, Jun Lian, and Dinggang Shen]

[17] "A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences", IPMI 2011, Germany, 2011. [Shu Liao, Hongjun Jia, Guorong Wu, and Dinggang Shen]

[16] "Groupwise Registration of Breast DCE-MR Image for Accurate Tumor Measurement", ISBI 2011, Chicago, USA, 2011. [Minjeong Kim, Guorong Wu, and Dinggang Shen]

[15] "iTREE: Fast and Accurate Image Registration Based on the Combinative and Incremental Tree'", ISBI 2011, CHicago, USA, 2011. [Hongjun Jia, Guorong Wu, Qian Wang, Minjeong Kim, and Dinggang Shen]

[14] "Hierarchical Fiber Clustering Based on Multi-Scale NeuroanatomicalFeatures", MIAR 2010, Beijing, China, 2010. [Qian Wang, Pew-Thian Yap,Hongjun Jia, Guorong Wu, and Dinggang Shen]

[13] "Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics", MICCAI 2010, Beijing, China, 2010. [Guorong Wu, Qian Wang, Hongjun Jia, and Dinggang Shen]

[12] "Groupwise Registration with Sharp Mean", MICCAI 2010, Beijing, China, 2010. [Guorong Wu, Hongjun Jia, Qian Wang, and Dinggang Shen]

[11] "Groupwise Registration by Hierarchical Anatomical Correspondence Detection", MICCAI 2010, Beijing, China, 2010. [Guorong Wu, Qian Wang, Hongjun Jia, and Dinggang Shen]

[10] "A Generalized Learning Based Framework for Fast Brain Image Registration", MICCAI 2010, Beijing, China, 2010. [Minjeong Kim, Guorong Wu, Pew-Thian Yap, and Dinggang Shen]

[9] "ABSORB: Atlas Building by Self-Organized Registration and Bundling", CVPR 2010, San Francisco, U.S.A, 2010. [HOngjun Jia, Guorong Wu, Qian Wang, and Dinggang Shen]

[8] "Groupwise Registration from Exemplar to Group Mean: Extending HAMMER to Groupwise Registration", ISBI 2010, The Netherlands, April 14-17, 2010. [Guorong Wu, Pew-Thian Yap, Qian Wang, Dinggang Shen]

[7] "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]

[6] "Attribute Vector Guided Groupwise Registration", MICCAI 2009, London, UK, Sept. 20 to 24, 2009. [Qian Wang, Pew-Thian Yap, Guorong Wu, Dinggang Shen]

[5] "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]

[4] "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]

[3] "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]

[2] "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]

[1] "Learning Best Features for Deformable Registration of MR Brains", MICCAI, Palm Springs, California, USA, Oct 26~29, 2005. [Guorong Wu, Feihu Qi, Dinggang Shen]

Book Charpter

[1] "Emergence of Groupwise Registration in MR Brain Study", The Biomedical Engineering Handbook, Fourth Edition, in press, 2010. [Guorong Wu, Hongjun Jia, Qian Wang, Feng Shi, Pew-Thian. Yap and Dinggang. Shen](Invited Article)

Link