activity
20192022
most citedA cross-study analysis of drug response prediction in cancer cell lines

9 citations · 11 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

q-bio.QM2019

AMPL: A Data-Driven Modeling Pipeline for Drug Discovery

Amanda J. Minnich, Kevin McLoughlin, Margaret Tse +9

One of the key requirements for incorporating machine learning into the drug discovery process is complete reproducibility and traceability of the model building and evaluation pro…

cs.LG2019★ 1 cited

Distinguishing between Normal and Cancer Cells Using Autoencoder Node Saliency

Ya Ju Fan, Jonathan E. Allen, Sam Ade Jacobs +1

Gene expression profiles have been widely used to characterize patterns of cellular responses to diseases. As data becomes available, scalable learning toolkits become essential to…