Time-lagged Ordered Lasso for network inference.

Published in: BMC bioinformatics (2018)

We evaluated these approaches on simulated data for a repressilator, time-course data from past DREAM challenges, and a HeLa cell cycle dataset to show that they can produce accurate networks subject to the dynamics and assumptions of the time-lagged Ordered Lasso regression.

Keyphrases

cell cycle
cell proliferation
electronic health record
big data
single cell
high resolution
cell death