Suyash P. Awate
research & publications
CV / resume
personal
 
Role of DTI in Brain Tissue Segmentation
 
Suyash P. Awate, Hui Zhang , Tony J. Simon , James C. Gee
Multivariate segmentation of brain tissues by fusion of MRI and DTI data
IEEE International Symposium on Biomedical Imaging (ISBI) 2008, pp. 213-216
 
Subcortical Brain Structures
subcortical brain tissue segmentation
 
Subcortical MRI and DTI
In the subcortical region, inter-tissue intensity contrast can be poor in structural MRI
subcortical brain tissue segmentationsubcortical brain tissue segmentation
 
Cortex in MRI and DTI
In the cortex, resolution and signal-to-noise ratio can be poor in diffusion MRI
cortical brain tissue segmentationcortical brain tissue segmentation
 
Multivariate Segmentation
Incorporating the information in diffusion MRI (which probes the tissue structure differently as compared to structural MRI) can improve segmentation in subcortical region
subcortical brain tissue segmentationcortical brain tissue segmentation
 
Related Work
 
T. Liu, H. Li, K. Wong, A. Tarokh, L. Guo, S. Wong
Brain tissue segmentation based on DTI data
NeuroImage 2007, 38(1):114-123
 
G. Kindlmann, D. Ennis, R. Whitaker, C. Westin
Diffusion Tensor Analysis With Invariant Gradients and Rotation Tangents
IEEE Trans. Med. Imaging 2007, 26(11):1483-1499
 
Suyash P. Awate, Tolga Tasdizen, Normal Foster, Ross T. Whitaker
Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification
Medical Image Analysis 2006, 10(5):726-39
(invited paper from MICCAI 2005 conference)