Difference between revisions of "2008 IGT Project Week Nonrigid MR-ULS Registration Algorithms for Neurosurgery, Prostate MRgFUS and Brachytherapy"

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  Back to [[2008_IGT_Project_Week#Projects]]
 
  Back to [[2008_IGT_Project_Week#Projects]]
  
Team:Sandy Wells, Michel, Tina Kapur, Matt Toews, Nathan McDannold, Ben Schwartz, Steve Haker
+
Team: Sandy Wells, Tina Kapur, Matt Toews, Nathan McDannold, Ben Schwartz, Steve Haker, Michel Audette, Nathan McDannold
  
Goals: To continue the discussions from the IGT Non-rigid registration breakout
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Goals:
**To discuss the clinical requirements (accuracy, speed, workflow) of these three problems
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A round table discussion of issues relating to multimodal (MR-US) registration for image-guided therapy.
**To discuss the various approaches underway within our group
 
**Is there a commercial solution that we should bootstrap from?
 
**Each group to bring a data set for visual inspection by the rest
 
  
Approach:
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Agenda
This is a discussion group.
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#Self-introductions
 +
#Definition of relevant research issues
 +
#Visual Inspection of data sets brought by participants
 +
#Conclusions Wrap-up
  
Results (to be completed and presented at the end of the week):
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Non-exhaustive List of Issues for Discussion
 +
#Goals of Non-Rigid MR-US Registration?
 +
#*Use coarse, cost-effective inter-operative US imagery to update detailed preoperative MR imager, to enhance visualization during therapy.
 +
#Requirements
 +
#*Clinical requirements: registration precision?
 +
#*Is MR-US registration necessary?
 +
#State-of-the-art
 +
#*Existing systems?
 +
#*Real-time?
 +
#*Accuracy?
 +
#Image Registration
 +
#*MR-US similarity measurement: mutual information, correlation ratio?
 +
#*Transforms: rigid, deformable? Outlier detection?
 +
#*3DMR-2DUS slices? 3DMR-3DUS? 3DMR-3DUS reconstuction?
 +
#*Initialialization: 3D tracking of US probe?
 +
#*Freehand US?
 +
#*Robust?
 +
#Updating Pre-operative Imagery
 +
#*What information is required? Rigid/non-rigid deformation? Resolution?
 +
#*Interpolation?
 +
#Challenges
 +
#*Poor US image quality, occlusion, resection, poor visibility of anatomy
 +
#*Computational complexity
 +
#Data
 +
#*Phantom data?
 +
#*Data sharing for benchmarking?

Revision as of 17:32, 4 December 2008

Home < 2008 IGT Project Week Nonrigid MR-ULS Registration Algorithms for Neurosurgery, Prostate MRgFUS and Brachytherapy
Back to 2008_IGT_Project_Week#Projects

Team: Sandy Wells, Tina Kapur, Matt Toews, Nathan McDannold, Ben Schwartz, Steve Haker, Michel Audette, Nathan McDannold

Goals: A round table discussion of issues relating to multimodal (MR-US) registration for image-guided therapy.

Agenda

  1. Self-introductions
  2. Definition of relevant research issues
  3. Visual Inspection of data sets brought by participants
  4. Conclusions Wrap-up

Non-exhaustive List of Issues for Discussion

  1. Goals of Non-Rigid MR-US Registration?
    • Use coarse, cost-effective inter-operative US imagery to update detailed preoperative MR imager, to enhance visualization during therapy.
  2. Requirements
    • Clinical requirements: registration precision?
    • Is MR-US registration necessary?
  3. State-of-the-art
    • Existing systems?
    • Real-time?
    • Accuracy?
  4. Image Registration
    • MR-US similarity measurement: mutual information, correlation ratio?
    • Transforms: rigid, deformable? Outlier detection?
    • 3DMR-2DUS slices? 3DMR-3DUS? 3DMR-3DUS reconstuction?
    • Initialialization: 3D tracking of US probe?
    • Freehand US?
    • Robust?
  5. Updating Pre-operative Imagery
    • What information is required? Rigid/non-rigid deformation? Resolution?
    • Interpolation?
  6. Challenges
    • Poor US image quality, occlusion, resection, poor visibility of anatomy
    • Computational complexity
  7. Data
    • Phantom data?
    • Data sharing for benchmarking?