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Christos Davatzikos: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Dinggang Shen, Zhiqiang Lao, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos, Jianchao Zeng
    Statistically Optimized Biopsy Strategy for the Diagnosis of Prostate Cancer. [Citation Graph (0, 0)][DBLP]
    CBMS, 2001, pp:433-438 [Conf]
  2. Christos Davatzikos, Jerry L. Prince
    Convexity Analysis of Active Contour Problems. [Citation Graph (0, 0)][DBLP]
    CVPR, 1996, pp:674-679 [Conf]
  3. Marc Vaillant, Christos Davatzikos, Russell H. Taylor, R. Nick Bryan
    A path-planning algorithm for image-guided neurosurgery. [Citation Graph (0, 0)][DBLP]
    CVRMed, 1997, pp:467-476 [Conf]
  4. Bilge Karaçali, Christos Davatzikos
    Topology Preservation and Regularity in Estimated Deformation Fields. [Citation Graph (0, 0)][DBLP]
    IPMI, 2003, pp:426-437 [Conf]
  5. Xiaodong Tao, Xiao Han, Maryam E. Rettmann, Jerry L. Prince, Christos Davatzikos
    Statistical Study on Cortical Sulci of Human Brains. [Citation Graph (0, 0)][DBLP]
    IPMI, 2001, pp:475-487 [Conf]
  6. Marc Vaillant, Christos Davatzikos
    Mapping the Cerebral Sulci: Application to Morphological Analysis of the Cortex and to Non-rigid Registration. [Citation Graph (0, 0)][DBLP]
    IPMI, 1997, pp:141-154 [Conf]
  7. Marc Vaillant, Christos Davatzikos
    Hierarchical Matching of Cortical Features for Deformable Brain Image Registration. [Citation Graph (0, 0)][DBLP]
    IPMI, 1999, pp:182-195 [Conf]
  8. Zhong Xue, Dinggang Shen, Christos Davatzikos
    CLASSIC: Consistent Longitudinal Alignment and Segmentation for Serial Image Computing. [Citation Graph (0, 0)][DBLP]
    IPMI, 2005, pp:101-113 [Conf]
  9. Christos Davatzikos, Dinggang Shen, Zhiqiang Lao, Zhong Xue, Bilge Karaçali
    Morphological Classification of Medical Images using Nonlinear Support Vector Machines. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:587-590 [Conf]
  10. Ashraf Mohamed, Christos Davatzikos
    Finite Element Mesh Generation and Remeshing from Segmented Medical Images. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:420-423 [Conf]
  11. Tianming Liu, Dinggang Shen, Christos Davatzikos
    Predictive Modeling of Anatomic Structures Using Canonical Correlation Analysis. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:1279-1282 [Conf]
  12. Xiaodong Tao, Jerry L. Prince, Christos Davatzikos
    An Automated Method for Finding Curves of Sulcal Fundi On Human Cortical Surfaces. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:1271-1274 [Conf]
  13. Ragini Verma, Christos Davatzikos
    Matching of Diffusion Tensor Images using Gabor Features. [Citation Graph (0, 0)][DBLP]
    ISBI, 2004, pp:396-399 [Conf]
  14. Ragini Verma, Christos Davatzikos
    Manifold based analysis of diffusion tensor images using isomaps. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:790-793 [Conf]
  15. Zhiqiang Lao, Dinggang Shen, Abbas Jawad, Bilge Karaçali, Dengfeng Liu, Elias R. Melhem, R. Nick Bryan, Christos Davatzikos
    Automated segmentation of white matter lesions in 3D brain MR images, using multivariate pattern classification. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:307-310 [Conf]
  16. Hari Sundar, Dinggang Shen, George Biros, Harold Litt, Christos Davatzikos
    Estimating myocardial fiber orientations by template warping. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:73-76 [Conf]
  17. Christos Davatzikos, Feby Abraham, George Biros, Ragini Verma
    Correspondence detection in diffusion tensor images. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:646-649 [Conf]
  18. Evangelia I. Zacharaki, Dinggang Shen, Ashraf Mohamed, Christos Davatzikos
    Registration of brain images with tumors: towards the construction of statistical atlases for therapy planning. [Citation Graph (0, 0)][DBLP]
    ISBI, 2006, pp:197-200 [Conf]
  19. Zhiqiang Lao, Dinggang Shen, Christos Davatzikos
    Statistical shape model for automatic skull-stripping of brain images. [Citation Graph (0, 0)][DBLP]
    ISBI, 2002, pp:855-858 [Conf]
  20. Dongrong Xu, Susumu Mori, Dinggang Shen, Christos Davatzikos
    Statistically-based reorientation of diffusion tensor field. [Citation Graph (0, 0)][DBLP]
    ISBI, 2002, pp:757-760 [Conf]
  21. Hanchuan Peng, Edward Herskovits, Christos Davatzikos
    Bayesian clustering methods for morphological analysis of MR images. [Citation Graph (0, 0)][DBLP]
    ISBI, 2002, pp:875-878 [Conf]
  22. Songyang Yu, Dzung L. Pham, Dinggang Shen, Edward Herskovits, Susan M. Resnick, Christos Davatzikos
    Automatic segmentation of white matter lesions in T1-weighted brain MR images. [Citation Graph (0, 0)][DBLP]
    ISBI, 2002, pp:253-256 [Conf]
  23. Vasileios Megalooikonomou, Christos Davatzikos, Edward Herskovits
    Mining Lesion-Deficit Associations in a Brain Image Database. [Citation Graph (0, 0)][DBLP]
    KDD, 1999, pp:347-351 [Conf]
  24. Yong Fan, Dinggang Shen, Christos Davatzikos
    Classification of Structural Images via High-Dimensional Image Warping, Robust Feature Extraction, and SVM. [Citation Graph (0, 0)][DBLP]
    MICCAI, 2005, pp:1-8 [Conf]
  25. Stelios K. Kyriacou, Christos Davatzikos
    A Biomechanical Model of Soft Tissue Deformation, with Applications to Non-rigid Registration of Brain Images with Tumor Pathology. [Citation Graph (0, 0)][DBLP]
    MICCAI, 1998, pp:531-538 [Conf]
  26. Stelios K. Kyriacou, Dinggang Shen, Christos Davatzikos
    A Framework for Predictive Modeling of Intra-operative Deformations: A Simulation-Based Study. [Citation Graph (0, 0)][DBLP]
    MICCAI, 2000, pp:634-642 [Conf]
  27. Tianming Liu, Dinggang Shen, Christos Davatzikos
    Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2003, pp:780-787 [Conf]
  28. Tianming Liu, Dinggang Shen, Christos Davatzikos
    Deformable Registration of Tumor-Diseased Brain Images. [Citation Graph (0, 0)][DBLP]
    MICCAI (1), 2004, pp:720-728 [Conf]
  29. Ashraf Mohamed, Christos Davatzikos
    Shape Representation via Best Orthogonal Basis Selection. [Citation Graph (0, 0)][DBLP]
    MICCAI (1), 2004, pp:225-233 [Conf]
  30. Ashraf Mohamed, Christos Davatzikos
    Finite Element Modeling of Brain Tumor Mass-Effect from 3D Medical Images. [Citation Graph (0, 0)][DBLP]
    MICCAI, 2005, pp:400-408 [Conf]
  31. Ashraf Mohamed, Christos Davatzikos, Russell H. Taylor
    A Combined Statistical and Biomechanical Model for Estimation of Intra-operative Prostate Deformation. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2002, pp:452-460 [Conf]
  32. Ashraf Mohamed, Dinggang Shen, Christos Davatzikos
    Deformable Registration of Brain Tumor Images Via a Statistical Model of Tumor-Induced Deformation. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2005, pp:263-270 [Conf]
  33. Dinggang Shen, Christos Davatzikos
    Adaptive-Focus Statistical Shape Model for Segmentation of 3D MR Structures. [Citation Graph (0, 0)][DBLP]
    MICCAI, 2000, pp:206-215 [Conf]
  34. Dinggang Shen, Zhiqiang Lao, Jianchao Zeng, Edward Herskovits, Gabor Fichtinger, Christos Davatzikos
    A Statistical Atlas of Prostate Cancer for Optimal Biopsy. [Citation Graph (0, 0)][DBLP]
    MICCAI, 2001, pp:416-424 [Conf]
  35. Xiaodong Tao, Christos Davatzikos, Jerry L. Prince
    Using the Fast Marching Method to Extract Curves with Given Global Properties. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2005, pp:870-877 [Conf]
  36. Zhong Xue, Dinggang Shen, Christos Davatzikos
    Correspondence Detection Using Wavelet-Based Attribute Vectors. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2003, pp:762-770 [Conf]
  37. Zhong Xue, Dinggang Shen, Bilge Karaçali, Christos Davatzikos
    Statistical Representation and Simulation of High-Dimensional Deformations: Application to Synthesizing Brain Deformations. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2005, pp:500-508 [Conf]
  38. Yiqiang Zhan, Michael D. Feldman, John E. Tomaszeweski, Christos Davatzikos, Dinggang Shen
    Registering Histological and MR Images of Prostate for Image-Based Cancer Detection. [Citation Graph (0, 0)][DBLP]
    MICCAI (2), 2006, pp:620-628 [Conf]
  39. Christos Davatzikos, Marc Vaillant, Susan M. Resnick, Jerry L. Prince, Stanley Letovsky, R. Nick Bryan
    Morphological Analysis of Brain Structures Using Spatial Normalization. [Citation Graph (0, 0)][DBLP]
    VBC, 1996, pp:355-360 [Conf]
  40. Christos Davatzikos
    Spatial Transformation and Registration of Brain Images Using Elastically Deformable Models. [Citation Graph (0, 0)][DBLP]
    Computer Vision and Image Understanding, 1997, v:66, n:2, pp:207-222 [Journal]
  41. Christos Davatzikos, Jerry L. Prince
    Convexity analysis of active contour problems. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 1999, v:17, n:1, pp:27-36 [Journal]
  42. Dinggang Shen, Christos Davatzikos
    An Adaptive-Focus Deformable Model Using Statistical and Geometric Information. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2000, v:22, n:8, pp:906-913 [Journal]
  43. Christos Davatzikos, Dinggang Shen, Ashraf Mohamed, Stelios K. Kyriacou
    A Framework for Predictive Modeling of Anatomical Deformations. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2001, v:20, n:8, pp:836-843 [Journal]
  44. Christos Davatzikos, Xiaodong Tao, Dinggang Shen
    Hierarchical Active Shape Models, Using the Wavelet Transform. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2003, v:22, n:3, pp:414-423 [Journal]
  45. Edward Herskovits, Hanchuan Peng, Christos Davatzikos
    A Bayesian morphometry algorithm. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2004, v:23, n:6, pp:723-737 [Journal]
  46. Bilge Karaçali, Christos Davatzikos
    Estimating topology preserving and smooth displacement fields. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2004, v:23, n:7, pp:868-880 [Journal]
  47. Bilge Karaçali, Christos Davatzikos
    Simulation of tissue atrophy using a topology preserving transformation model. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2006, v:25, n:5, pp:649-652 [Journal]
  48. Stelios K. Kyriacou, Christos Davatzikos, S. James Zinreich, R. Nick Bryan
    Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI]. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 1999, v:18, n:7, pp:580-592 [Journal]
  49. Dinggang Shen, Christos Davatzikos
    HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2002, v:21, n:8, pp:- [Journal]
  50. Dinggang Shen, Christos Davatzikos
    HAMMER: Heirarchical Attribute Matching Mechanism for Elastic Registration. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2002, v:21, n:11, pp:1421-1439 [Journal]
  51. Dinggang Shen, Edward Herskovits, Christos Davatzikos
    An Adaptive-Focus Statistical Shape Model for Segmentation and Shape Modeling of 3D Brain Structures. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2001, v:20, n:4, pp:257-270 [Journal]
  52. Dinggang Shen, Yiqiang Zhan, Christos Davatzikos
    Segmentation of Prostate Boundaries from Ultrasound Images Using Statistical Shape Model. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2003, v:22, n:4, pp:539-551 [Journal]
  53. Xiaodong Tao, Jerry L. Prince, Christos Davatzikos
    Using a Statistical Shape Model to Extract Sulcal Curves on the Outer Cortex of the Human Brain. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2002, v:21, n:5, pp:513-524 [Journal]
  54. Zhong Xue, Dinggang Shen, Christos Davatzikos
    Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Med. Imaging, 2004, v:23, n:10, pp:1276-1291 [Journal]
  55. Parmeshwar Khurd, Sajjad Baloch, Ruben Gur, Christos Davatzikos, Ragini Verma
    Manifold Learning Techniques in Image Analysis of High-dimensional Diffusion Tensor Magnetic Resonance Images. [Citation Graph (0, 0)][DBLP]
    CVPR, 2007, pp:- [Conf]
  56. Parmeshwar Khurd, Ragini Verma, Christos Davatzikos
    Kernel-Based Manifold Learning for Statistical Analysis of Diffusion Tensor Images. [Citation Graph (0, 0)][DBLP]
    IPMI, 2007, pp:581-593 [Conf]
  57. Sajjad Baloch, Ragini Verma, Christos Davatzikos
    An Anatomical Equivalence Class Based Joint Transformation-Residual Descriptor for Morphological Analysis. [Citation Graph (0, 0)][DBLP]
    IPMI, 2007, pp:594-606 [Conf]

  58. DRAMMS: Deformable Registration via Attribute Matching and Mutual-Saliency Weighting. [Citation Graph (, )][DBLP]


  59. A General and Unifying Framework for Feature Construction, in Image-Based Pattern Classification. [Citation Graph (, )][DBLP]


  60. Manifold based Morphometry applied to schizophrenia. [Citation Graph (, )][DBLP]


  61. Application and validation of registration framework for real-time atlas guided biopsy. [Citation Graph (, )][DBLP]


  62. Probabilistic Segmentation of Brain Tumors Based on Multi-Modality Magnetic Resonance Images. [Citation Graph (, )][DBLP]


  63. MRI-Based Classification of Brain Tumor Type and Grade Using SVM-RFE. [Citation Graph (, )][DBLP]


  64. Morphological Appearance Manifolds in Computational Anatomy: Groupwise Registration and Morphological Analysis. [Citation Graph (, )][DBLP]


  65. Modeling Glioma Growth and Mass Effect in 3D MR Images of the Brain. [Citation Graph (, )][DBLP]


  66. Robust Computation of Mutual Information Using Spatially Adaptive Meshes. [Citation Graph (, )][DBLP]


  67. Measuring Brain Lesion Progression with a Supervised Tissue Classification System. [Citation Graph (, )][DBLP]


  68. Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features. [Citation Graph (, )][DBLP]


  69. Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images. [Citation Graph (, )][DBLP]


  70. Biomechanically-Constrained 4D Estimation of Myocardial Motion. [Citation Graph (, )][DBLP]


  71. Spatio-temporal Analysis of Brain MRI Images Using Hidden Markov Models. [Citation Graph (, )][DBLP]


  72. Optimally-Discriminative Voxel-Based Analysis. [Citation Graph (, )][DBLP]


  73. Simultaneous Geometric - Iconic Registration. [Citation Graph (, )][DBLP]


  74. Low-constant parallel algorithms for finite element simulations using linear octrees. [Citation Graph (, )][DBLP]


  75. Application of statistical cancer atlas for 3D biopsy. [Citation Graph (, )][DBLP]


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