Reversible jump MCMC approach for peak identification for stroke SELDI mass spectrometry using mixture model.
Yuan WangXiaobo ZhouHonghui WangKing C. LiLixiu YaoStephen T. C. WongPublished in: ISMB (2008)
Keyphrases
- mixture model
- mass spectrometry
- reversible jump mcmc
- high throughput
- cancer detection
- em algorithm
- probabilistic model
- model selection
- expectation maximization
- mass spectra
- tandem mass spectrometry
- generative model
- simulated annealing
- unsupervised learning
- maximum likelihood
- bayesian networks
- drug discovery
- language model
- time of flight
- gene selection
- prostate cancer
- systems biology
- ms ms
- biological data