MaGIC: a machine learning tool set and web application for monoallelic gene inference from chromatin.

Svetlana VinogradovaSachit D SaksenaHenry N WardSébastien VigneauAlexander A Gimelbrant

Published in: BMC bioinformatics (2019)

The pipeline can be used by researchers to map monoallelic expression in a variety of cell types using existing models and to train new models with additional sets of chromatin marks.

Keyphrases

genome wide
machine learning
single cell
dna damage
gene expression
transcription factor
poor prognosis
cell therapy
dna methylation
artificial intelligence
high speed
oxidative stress
big data
bone marrow
long non coding rna
data analysis