Fast Bayesian Inference of Copy Number Variants using Hidden Markov Models with Wavelet Compression.
John WiedenhoeftEric BrugelAlexander SchliepPublished in: PLoS Comput. Biol. (2016)
Keyphrases
- bayesian inference
- wavelet compression
- copy number
- data compression
- low memory
- probabilistic model
- image compression
- compression algorithm
- prior information
- wavelet bases
- wavelet coding
- dna copy number
- noise level
- wavelet transform
- particle filter
- signal processing
- edge detection
- multiscale
- feature extraction
- data sets