Using Bayesian neural networks with ARD input selection to detect malignant ovarian masses prior to surgery.
Ben Van CalsterDirk TimmermanIan T. NabneyLil ValentinAntonia C. TestaCaroline Van HolsbekeIgnace VergoteSabine Van HuffelPublished in: Neural Comput. Appl. (2008)
Keyphrases
- neural network
- bayesian methods
- automated detection
- desired output
- genetic algorithm
- detection method
- computer assisted
- prior information
- input data
- breast cancer
- artificial neural networks
- prior knowledge
- bayesian networks
- detection algorithm
- cancer detection
- prior distribution
- prior probabilities
- computer aided diagnosis
- bayesian inference
- back propagation
- gaussian processes
- bayesian model
- posterior distribution
- input pattern
- intraoperative
- robot assisted
- recurrent neural networks