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Non-Invasive Optical Imaging in vivo for Early Detection and Advanced Diagnosis of Cancer
This project is no longer active.
Head: Yanxi Liu
Contact: 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
 Biomedical Image Analysis
Publications
  • SVM Decision Boundary Based Discriminative Subspace Induction

    Jiayong Zhang and Yanxi Liu
    Pattern Recognition, Vol. 38, No. 10, October, 2005, pp. 1746 - 1758.
    Details | pdf (646KB) | Copyrighted

  • Cervical Cancer Detection Using SVM Based Feature Screening

    Jiayong Zhang and Yanxi Liu
    Proceedings of the 7th International Conference on Medical Image Computing and Computer Aided Intervention (MICCAI '04), October, 2004, pp. 873 - 880.
    Details | pdf (850KB) | Copyrighted

  • SVM Based Feature Screening Applied to Hierarchical Cervial Cancer Detection

    Jiayong Zhang, Yanxi Liu, and Tong Zhao
    International Conference on Diagnostic Imaging and Analysis (ICDIA 2002), August, 2002.
    Details | pdf (489KB) | Copyrighted

  • Does Multispectral Texture Features Really Improve Cervical Cancer Detection?

    Tong Zhao, Jiayong Zhang, and Yanxi Liu
    International Conference on Diagnostic Imaging and Analysis (ICDIA 2002), August, 2002.
    Details | pdf (128KB) | Copyrighted

  • Learning Multispectral Texture Features for Cervical Cancer Detection

    Yanxi Liu, Tong Zhao, and Jiayong Zhang
    Proceedings of 2002 IEEE International Symposium on BiomedicalImaging: Macro to Nano, July, 2002, pp. 169 - 172.
    Details | pdf (555KB) | Copyrighted

  • Learning Discriminant Features in Multispectral Biological images

    Yanxi Liu
    tech. report CMU-RI-TR-01-24, Robotics Institute, Carnegie Mellon University, 2001
    Details