Prediction of soft tissue deformations after CMF surgery with incremental kernel ridge regression.
Binbin PanGuangming ZhangJames J. XiaPeng YuanHorace H. S. IpQizhen HePhilip K. M. LeeBen ChowXiaobo ZhouPublished in: Comput. Biol. Medicine (2016)
Keyphrases
- soft tissue
- soft tissue deformation
- kernel ridge regression
- elastic properties
- minimally invasive surgery
- surgical simulation
- image registration
- mass spring
- medical images
- finite element
- surgical tools
- robotic assisted
- magnetic resonance
- deformable models
- prediction accuracy
- maxillofacial surgery
- tissue deformation
- intraoperative
- prediction model
- automatic segmentation
- mr images
- computer assisted
- gradient boosting
- kernel methods
- haptic feedback
- degrees of freedom
- needle insertion
- parameter selection
- image analysis
- image segmentation
- minimally invasive
- medical imaging
- machine learning
- feature selection
- computer vision
- learning algorithm