Title
Reconstructing cancer drug response networks using multitask learning.
Abstract
Predictions based on proteins from the in-vitro derived networks significantly outperformed predictions based on known cancer genes indicating that Multi-Task learning can indeed identify accurate drug response networks.
Year
DOI
Venue
2017
10.1186/s12918-017-0471-8
BMC Systems Biology
Keywords
Field
DocType
LINCS,Machine learning,TCGA
Clinical tests,Multi-task learning,Biology,Systems biology,Bioinformatics,Cancer
Journal
Volume
Issue
Citations 
11
1
1
PageRank 
References 
Authors
0.36
24
5
Name
Order
Citations
PageRank
Matthew Ruffalo111.04
Petar Stojanov211.71
Venkata Krishna Pillutla310.36
rohan varma41397.32
Ziv Bar-Joseph51207112.00