Fast Bayesian Inference of Copy Number Variants Using Hidden Markov Models with Wavelet Compression.

John Wiedenhoeft Eric Brugel Alexander Schliep

Published in: RECOMB (2016)

Keyphrases

bayesian inference
wavelet compression
copy number
data compression
low memory
compression algorithm
probabilistic model
image compression
prior information
wavelet bases
wavelet coding
dna copy number
noise level
particle filter
compression ratio
multiscale
filter bank
memory requirements
microarray
pairwise