Faster Mass Spectrometry-Based Protein Inference: Junction Trees Are More Efficient than Sampling and Marginalization by Enumeration.
Oliver SerangWilliam Stafford NoblePublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2012)
Keyphrases
- mass spectrometry
- mass spectrometry data
- mass spectra
- high throughput
- inference in bayesian networks
- junction tree
- bayesian networks
- probabilistic inference
- tandem mass spectrometry
- proteomic data
- drug discovery
- message passing
- three dimensional
- interaction networks
- pattern classification
- markov chain monte carlo
- posterior distribution
- random sampling
- ms ms
- decision problems
- probabilistic model
- image segmentation