Suyash P. Awate Suyash P. Awate
Asha and Keshav Bhide Chair Professor
Computer Science and Engineering Department, Indian Institute of Technology (IIT) Bombay
Office: A-214, Kanwal Rekhi Building
Email: my-first-name
Research Publications Teaching Students CV 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 MRI and DTI

In the subcortical region, inter-tissue intensity contrast can be poor in structural MRI
Cortex in MRI and DTI

In the cortex, resolution and signal-to-noise ratio can be poor in diffusion MRI
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
Related Works
PT Yap, Y Zhang, D Shen
Brain Tissue Segmentation Based on Diffusion MRI Using l0 Sparse-Group Representation Classification

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

Medical image fusion: A survey of the state of the art
Information Fusion