Sajjad Baloch

Summary

Publications

  1. ncbi Quantification of brain maturation and growth patterns in C57BL/6J mice via computational neuroanatomy of diffusion tensor images
    Sajjad Baloch
    Department of Radiology, University of Pennsylvania, PA 19104, USA
    Cereb Cortex 19:675-87. 2009
  2. ncbi Morphological appearance manifolds in computational anatomy: groupwise registration and morphological analysis
    Sajjad Baloch
    University of Pennsylvania, Philadelphia, PA, USA
    Neuroimage 45:S73-85. 2009
  3. ncbi Object recognition through topo-geometric shape models using error-tolerant subgraph isomorphisms
    Sajjad Baloch
    Siemens Corporate Research, Inc, Princeton, NJ 08540, USA
    IEEE Trans Image Process 19:1191-200. 2010
  4. ncbi Automatic detection of anatomical features on 3D ear impressions for canonical representation
    Sajjad Baloch
    Siemens Corporate Research, Princeton, NJ, USA
    Med Image Comput Comput Assist Interv 13:555-62. 2010
  5. ncbi STEP: spatiotemporal enhancement pattern for MR-based breast tumor diagnosis
    Yuanjie Zheng
    Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
    Med Phys 36:3192-204. 2009
  6. ncbi Layout consistent segmentation of 3-D meshes via conditional random fields and spatial ordering constraints
    Alexander Zouhar
    Siemens Corporate Research, Inc, Princeton, USA
    Med Image Comput Comput Assist Interv 13:113-20. 2010
  7. ncbi An anatomical equivalence class based joint transformation-residual descriptor for morphological analysis
    Sajjad Baloch
    University of Pennsylvania, Philadelphia, PA, USA
    Inf Process Med Imaging 20:594-606. 2007
  8. ncbi Segmentation and classification of breast tumor using dynamic contrast-enhanced MR images
    Yuanjie Zheng
    Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
    Med Image Comput Comput Assist Interv 10:393-401. 2007

Detail Information

Publications8

  1. ncbi Quantification of brain maturation and growth patterns in C57BL/6J mice via computational neuroanatomy of diffusion tensor images
    Sajjad Baloch
    Department of Radiology, University of Pennsylvania, PA 19104, USA
    Cereb Cortex 19:675-87. 2009
    ..Fiber maturation reaches steady state in about 10 days for the cortex, to 30-40 days for the corpus callosum, the hippocampus, and the internal and external capsules...
  2. ncbi Morphological appearance manifolds in computational anatomy: groupwise registration and morphological analysis
    Sajjad Baloch
    University of Pennsylvania, Philadelphia, PA, USA
    Neuroimage 45:S73-85. 2009
    ..Experimental results support the superiority of our morphological analysis framework over conventional analysis, and demonstrate better diagnostic accuracy...
  3. ncbi Object recognition through topo-geometric shape models using error-tolerant subgraph isomorphisms
    Sajjad Baloch
    Siemens Corporate Research, Inc, Princeton, NJ 08540, USA
    IEEE Trans Image Process 19:1191-200. 2010
    ..In this paper, we propose various cost assignments for graph edit operations for error correction that takes into account any shape variations arising from noise and measurement errors...
  4. ncbi Automatic detection of anatomical features on 3D ear impressions for canonical representation
    Sajjad Baloch
    Siemens Corporate Research, Princeton, NJ, USA
    Med Image Comput Comput Assist Interv 13:555-62. 2010
    ..Fast and robust algorithms are then developed for their detection. This indirect approach ensures the generality of the algorithms with potential applications in biomedicine, biometrics, and reverse engineering...
  5. ncbi STEP: spatiotemporal enhancement pattern for MR-based breast tumor diagnosis
    Yuanjie Zheng
    Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA
    Med Phys 36:3192-204. 2009
    ..The experimental results for the proposed features exhibit superior performance, when compared to the existing approaches, with the area under the ROC curve approaching 0.97...
  6. ncbi Layout consistent segmentation of 3-D meshes via conditional random fields and spatial ordering constraints
    Alexander Zouhar
    Siemens Corporate Research, Inc, Princeton, USA
    Med Image Comput Comput Assist Interv 13:113-20. 2010
    ..The method is flexible enough for segmenting even geometrically less structured regions and is robust to local and global shape variations...
  7. ncbi An anatomical equivalence class based joint transformation-residual descriptor for morphological analysis
    Sajjad Baloch
    University of Pennsylvania, Philadelphia, PA, USA
    Inf Process Med Imaging 20:594-606. 2007
    ....
  8. ncbi Segmentation and classification of breast tumor using dynamic contrast-enhanced MR images
    Yuanjie Zheng
    Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, USA
    Med Image Comput Comput Assist Interv 10:393-401. 2007
    ..High accuracy of the proposed framework is a direct consequence of this two pronged approach, which is validated through experiments yielding, for instance, an area of 0.97 under the ROC curve...