Deblender: a semi-/unsupervised multi-operational computational method for complete deconvolution of expression data from heterogeneous samples.

Konstantina DimitrakopoulouElisabeth WikLars A AkslenInge Jonassen

Published in: BMC bioinformatics (2018)

Our results corroborate that Deblender can be a valuable tool to improve understanding of gene expression datasets with implications for prediction and clinical utilization. Deblender is implemented in MATLAB and is available from ( https://github.com/kondim1983/Deblender/ ).

Keyphrases

gene expression
poor prognosis
machine learning
dna methylation
electronic health record
big data
binding protein
rna seq
data analysis