Difference between revisions of "Multimodality Image Registration for TBI"
From NAMIC Wiki
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* Understanding brain injury using (multimodal) deformable image registration | * Understanding brain injury using (multimodal) deformable image registration | ||
* Robust registrations inspire of topological changes (enforcing zero flow?) | * Robust registrations inspire of topological changes (enforcing zero flow?) | ||
| + | * The algorithm is based on a viscous fluid model, which can handle larger deformable as compared to the B-spline type of methods | ||
* CUDA-based implementation, which takes 1 min for 256x256x60 | * CUDA-based implementation, which takes 1 min for 256x256x60 | ||
| Line 32: | Line 33: | ||
* Integration into Slicer3 Module | * Integration into Slicer3 Module | ||
| − | |||
* Validate algorithm on various datasets | * Validate algorithm on various datasets | ||
Revision as of 17:01, 20 June 2011
Home < Multimodality Image Registration for TBI
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Multimodality Image Registration for Traumatic Brain Injury (TBI)
Key Investigators
- Georgia Tech: Yifei Lou and Allen Tannenbaum
- Micah Chambers: UCLA
Objective
- Understanding brain injury using (multimodal) deformable image registration
- Robust registrations inspire of topological changes (enforcing zero flow?)
- The algorithm is based on a viscous fluid model, which can handle larger deformable as compared to the B-spline type of methods
- CUDA-based implementation, which takes 1 min for 256x256x60
Approach, Plan
- Integration into Slicer3 Module
- Validate algorithm on various datasets
Progress
References
1 Yifei Lou and Allen Tannenbaum. Multimodal Deformable Image Registration via the Bhattacharyya Distance. Submitted to IEEE Trans. Image Process. 2011
2 Yifei Lou, Xun Jia, Xuejun Gu and Allen Tannenbaum. A GPU-based Implementation of Multimodal Deformable Image Registration Based on Mutual Information or Bhattacharyya Distance. Insight Journal, 2011. [[1]]
Delivery Mechanism
This work will be delivered to the NAMIC Kit as a
- NITRIC distribution
- Slicer Module
- Built-in: NO
- Extension -- commandline: NO
- Extension -- loadable: NO
