Bayesian inference for biomarker discovery in proteomics: an analytic solution.
Noura DridiAudrey GiremusJean-François GiovannelliCaroline TruntzerMelita HadzagicJean-Philippe CharrierLaurent GerfaultPatrick DucoroyBruno LacroixPierre GrangeatPascal RoyPublished in: EURASIP J. Bioinform. Syst. Biol. (2017)
Keyphrases
- bayesian inference
- biomarker discovery
- mass spectrometry data
- high throughput
- early detection
- rule learning
- mass spectrometry
- probabilistic model
- prior information
- hyperparameters
- practical problems
- pattern classification
- data sets
- particle filter
- related genes
- microarray
- gene regulatory networks
- breast cancer
- gene sets
- expectation propagation
- information extraction
- training data