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A Statistical Quantification of Human Brain Asymmetry
This project is no longer active.
Head: Yanxi Liu
Mailing address:
Carnegie Mellon University
Robotics Institute
5000 Forbes Avenue
Pittsburgh, PA 15213
Associated center(s) / consortia:
 Medical Robotics Technology Center (MRTC)
 Vision and Autonomous Systems Center (VASC)
Associated lab(s) / group(s):
 Medical Robotics and Computer Assisted Surgery
 Computational Symmetry
 Biomedical Image Analysis
Project Homepage
Publications
  • Quantified Brain Asymmetry for Age Estimation of Normal and Alzheimer's Disease/Mild Cognitive Impairment Subjects

    Leonid Teverovskiy, Jim Becker, Oscar Lopez, and Yanxi Liu
    5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, May, 2008.
    Details

  • Feature-based vs. Intensity-based Neuroimage Registration: Comprehensive Comparison Using Mutual Information

    Leonid Teverovskiy, Owen Carmichael, Howard Aizenstein, Nicole Lazar, and Yanxi Liu
    2007 IEEE International Symposium on Biomedical Imaging, April, 2007.
    Details

  • Discovery of "Biomarkers" for Alzheimer's Disease Prediction from Structural MR Images

    Yanxi Liu, Leonid Teverovskiy, Oscar Lopez, Howard Aizenstein, Carolyn Meltzer, and Jim Becker
    2007 IEEE International Symposium on Biomedical Imaging, April, 2007.
    Details

  • Truly 3D Midsagittal Plane Extraction for Robust Neuroimage Registration

    Leonid Teverovskiy and Yanxi Liu
    tech. report CMU-RI-TR-04-21, Robotics Institute, Carnegie Mellon University, March, 2004
    Details | pdf (903KB) | Copyrighted

  • Semantic based Biomedical Image Indexing and Retrieval

    Yanxi Liu, Nicole Lazar, W.E. Rothfus, Frank Dellaert, Andrew Moore, Jeff Schneider, and Takeo Kanade
    Trends and Advances in Content-Based Image and Video Retrieval, Shapiro, Kriegel, and Veltkamp, ed., 2004
    Details | pdf (1MB) | Copyrighted

  • Learning-based Neuroimage Registration

    Leonid Teverovskiy and Yanxi Liu
    tech. report CMU-RI-TR-04-59, Robotics Institute, Carnegie Mellon University, October, 2004
    Details | pdf (321KB) | Copyrighted

  • Semantic-based Biomedical Image Indexing and Retrieval

    Yanxi Liu, Nicole Lazar, and W. Rothfus
    International Conference on Diagnostic Imaging and Analysis (ICDIA 2002), August, 2002.
    Details | pdf (539KB) | Copyrighted

  • Measurement of Asymmetry in Persons with Facial Paralysis

    G.S. Wachtman, Yanxi Liu, Tong Zhao, Jeffrey Cohn, Karen Schmidt, T.C. Henkelmann, J.M. VanSwearingen, and E.K. Manders
    Combined Annual Conference of the Robert H. Ivy and Ohio Valley societies of Plastic and Reconstructive Surgeons, June, 2002.
    Details

  • Robust Midsagittal Plane Extraction from Normal and Pathological 3D Neuroradiology Images

    Yanxi Liu, Robert Collins, and William E. Rothfus
    IEEE Transactions on Medical Imaging, Vol. 20, No. 3, March, 2001, pp. 175 - 192.
    Details | pdf (853KB) | Copyrighted

  • Classification-Driven Pathological Neuroimage Retrieval Using Statistical Asymmetry Measures

    Yanxi Liu, Frank Dellaert, William E. Rothfus, Andrew Moore, Jeff Schneider, and Takeo Kanade
    Proceedings of the 2001 Medical Imaging Computing and Computer Assisted Intervention Conference (MICCAI '01), October, 2001.
    Details | pdf (452KB) | Copyrighted

  • Evaluation of a Robust Midsagittal Plane Extraction Algorithm for Coarse, Pathological 3D Images

    Yanxi Liu, Robert Collins, and William E. Rothfus
    Proceedings of the Medical Imaging Computing and Computer Assisted Intervention Conference (MICCAI 2000), October, 2000.
    Details | pdf (689KB) | Copyrighted

  • A Classification Based Similarity Metric for 3D Image Retrieval

    Yanxi Liu and Frank Dellaert
    CVPR'98, June, 1998, pp. 800 - 805.
    Details | pdf (328KB) | Copyrighted

  • Automatic Bilateral Symmetry (Midsagittal) Plane Extraction from Pathological 3D Neuroradiological Images

    Yanxi Liu, Robert Collins, , , and M.D.
    SPIE International Symposium on Medical Imaging, March, 1998.
    Details | pdf (581KB) | Copyrighted

  • Content-based 3D Neuroradiologic Image Retrieval: Preliminary Results

    Yanxi Liu, , , M.D., and Takeo Kanade
    IEEE International Workshop on Content-based Access of Image and Video Databases, January, 1998, pp. 91 - 100.
    Details | pdf (1MB) | Copyrighted

  • Content based 3D Neuroradiologic Image Indexing and Retrieval: Preliminary Results

    Yanxi Liu, William E. Rothfus, and Takeo Kanade
    tech. report CMU-RI-TR-98-04, Robotics Institute, Carnegie Mellon University, 1998
    Details | pdf (935KB) | Copyrighted

  • Classification Driven Semantic Based Medical Image Indexing and Retrieval

    Yanxi Liu, Frank Dellaert, and William E. Rothfus
    tech. report CMU-RI-TR-98-25, Robotics Institute, Carnegie Mellon University, 1998
    Details | pdf (1MB) | Copyrighted

  • Classification Driven Medical Image Retrieval

    Yanxi Liu and Frank Dellaert
    Proc. of the Image Understanding Workshop, 1998.
    Details | pdf (546KB) | Copyrighted

  • Automatic Extraction of the Central Symmetry Plane from Neuroradiology Images

    Yanxi Liu and Robert Collins
    tech. report CMU-RI-TR-96-40, Robotics Institute, Carnegie Mellon University, December, 1996
    Details | pdf (638KB) | Copyrighted