Sparse discriminative latent characteristics for predicting cancer drug sensitivity from genomic features.

Knowles, David A

Sparse discriminative latent characteristics for predicting cancer drug sensitivity from genomic features. [electronic resource] - PLoS computational biology 05 2019 - e1006743 p. digital

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, Non-U.S. Gov't

1553-7358

10.1371/journal.pcbi.1006743 doi


Antineoplastic Agents--pharmacology
Bayes Theorem
Biomarkers, Pharmacological
CCAAT-Enhancer-Binding Protein-delta--genetics
Cell Line, Tumor
DNA Copy Number Variations
Forecasting--methods
Genome
Genomics
Histone Deacetylase Inhibitors--pharmacology
Humans
Neoplasms--drug therapy
Panobinostat--pharmacology
Regression Analysis
Statistics, Nonparametric