A Bayesian Framework for Automated Cardiovascular Risk Scoring on Standard Lumbar Radiographs.
Kersten PetersenMelanie GanzPeter MyslingMads NielsenLene LillemarkAlessandro CrimiSami S. BrandtPublished in: IEEE Trans. Medical Imaging (2012)
Keyphrases
- bayesian framework
- prior knowledge
- generative model
- risk factors
- gaussian process
- bayesian model
- bayesian formulation
- posterior distribution
- posterior probability
- hyperparameters
- computer assisted
- data sets
- probability density function
- maximum a posteriori
- expectation maximization
- risk management
- risk assessment
- regression model
- higher order
- semi supervised
- bayesian methods
- pairwise
- clustering algorithm
- heart rate
- x ray