Intraoperative thermographic perfusion mapping in neurosurgery using regularized semiparametric regression (Conference Presentation).
Juliane MüllerNico HoffmannMartin OelschlägelChristian SchnabelGerald SteinerEdmund KochStephan B. SobottkaGabriele SchackertMatthias KirschPublished in: Medical Imaging: Image-Guided Procedures (2020)
Keyphrases
- intraoperative
- semi parametric
- least squares
- x ray
- computer assisted
- regression model
- contrast enhanced
- image guided
- regression problems
- brain shift
- pre operative
- statistical inference
- density estimation
- ct data
- clinical applications
- constrained optimization
- imaging modalities
- patient data
- rainfall forecasting
- brain surface
- minimally invasive
- linear model
- linear regression
- contrast agent
- biomechanical model
- parametric models
- bayesian inference
- graphical models
- objective function
- three dimensional