Cooperative strategy for a dynamic ensemble of classification models in clinical applications: the case of MRI vertebral compression fractures.
Paola CastiArianna MencattiniMarcello H. Nogueira-BarbosaLucas Frighetto-PereiraPaulo Mazzoncini de Azevedo MarquesEugenio MartinelliCorrado Di NatalePublished in: Int. J. Comput. Assist. Radiol. Surg. (2017)
Keyphrases
- clinical applications
- classification models
- medical images
- cooperative
- magnetic resonance
- mr images
- training data
- feature selection
- medical image analysis
- imaging modalities
- magnetic resonance imaging
- intraoperative
- anatomical structures
- decision trees
- medical imaging
- imbalanced data
- magnetic resonance images
- treatment planning
- computer assisted
- feature ranking
- neural network
- ensemble methods
- feature subset
- optimization method
- deformable models
- x ray images
- computed tomography
- high resolution
- training set
- learning algorithm
- models built
- feature set
- ct images
- low contrast
- image registration
- image data
- data mining