Difference between revisions of "NeedleFinder"
From NAMIC Wiki
| Line 7: | Line 7: | ||
Andre Mastmeyer, | Andre Mastmeyer, | ||
Guillaume Pernelle, | Guillaume Pernelle, | ||
| + | Yang Gao, | ||
Tina Kapur, | Tina Kapur, | ||
Steve Pieper, | Steve Pieper, | ||
Revision as of 21:00, 17 December 2014
Home < NeedleFinder
Key Investigators
Andre Mastmeyer, Guillaume Pernelle, Yang Gao, Tina Kapur, Steve Pieper, Ron Kikinis
Project Description
Objective
- Improve performance and usability of NeedleFinder [ADD A SHORT MOVIE TO SHOW WHAT IT DOES TODAY]
- Code profiling, refactoring
- Provide Bounding Box/Region of Interest
- GUI simplification
- Automatic needle tip (and body) detection
- Parameter optimization
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
