Automatic Optimization of Segmentation Algorithms Through Simultaneous Truth and Performance Level Estimation (STAPLE).
Mahnaz MaddahKelly H. ZouWilliam M. Wells IIIRon KikinisSimon K. WarfieldPublished in: MICCAI (1) (2004)
Keyphrases
- optimization problems
- discrete optimization
- optimization methods
- fully automatic
- image analysis
- theoretical analysis
- statistical classification
- learning algorithm
- efficient optimization
- interactive segmentation
- optimization procedure
- medical images
- computationally efficient
- active contours
- level set
- constrained optimization
- computational cost
- evolution strategy
- ground truth data
- significant improvement
- image segmentation algorithms
- data structure
- objective function
- decision trees