Difference between revisions of "NeedleFinder"
From NAMIC Wiki
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<h3>Objective</h3> | <h3>Objective</h3> | ||
* Automatic needle tip (and body) detection [ADD A SHORT MOVIE TO SHOW WHAT IT DOES TODAY] | * Automatic needle tip (and body) detection [ADD A SHORT MOVIE TO SHOW WHAT IT DOES TODAY] | ||
| − | * | + | * Provide Bounding Box/Region of Interest |
* NF detection parameter optimization | * NF detection parameter optimization | ||
* Code profiling, refactoring | * Code profiling, refactoring | ||
Revision as of 20:41, 17 December 2014
Home < NeedleFinder
Key Investigators
Andre Mastmeyer, Guillaume Pernelle, Tina Kapur, Steve Pieper, Ron Kikinis
Project Description
Objective
- Automatic needle tip (and body) detection [ADD A SHORT MOVIE TO SHOW WHAT IT DOES TODAY]
- Provide Bounding Box/Region of Interest
- NF detection parameter optimization
- Code profiling, refactoring
- GUI improvements -- add to Editor module?
Approach, Plan
- SimpleITK filtering (e.g. derivatives: gradient magnitude, vesselness etc.)
- Rigid registration of CAD models to (preprocessed) scene (ICP, Besl)
- Machine learning (genetic algorithm etc.)
- New ad-hoc python profiling concept (logging and message boxes as code probes)
- Improved standardized and guided workflow more usable by MDs (disabling unsuitable buttons)
Progress
- N/Y
- N/Y
- N/Y
- N/Y
- N/Y
References
- Validation of catheter segmentation for MR-guided gynecologic cancer brachytherapy. Med Image Comput Comput Assist Interv. 2013;16(Pt 3):380-7.
- ADD LINK FOR EXISTING DOCUMENTATION FOR NEEDLE FINDER IN SLICER
