Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes.
Yuki SaekiAtsushi SaitoJean CoustyYukiko KenmochiAkinobu ShimizuPublished in: iMIMIC/TDA4MedicalData@MICCAI (2021)
Keyphrases
- statistical modeling
- cardiac ct
- ct scans
- patient specific
- computed tomography
- statistical models
- ct images
- cardiac cycle
- three dimensional
- medical images
- lung parenchyma
- x ray
- ct data
- thoracic ct images
- computer tomography
- image volumes
- predictive modeling
- bayesian framework
- prior information
- medical imaging
- prior knowledge
- statistical model
- nonparametric bayesian
- magnetic resonance
- left ventricle
- image reconstruction
- clinically relevant
- airway tree
- k means
- pulmonary nodules
- lung cancer
- region of interest
- model selection