34 citations · 49 across the 2 of their papers we have counts for
2 papers
q-bio.BM2021★ 15 cited
Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships
Robert P. Sheridan, Andy Liaw, Matthew Tudor
In the pharmaceutical industry, where it is common to generate many QSAR models with large numbers of molecules and descriptors, the best QSAR methods are those that can generate t…
q-bio.GN2016★ 34 cited
Representing high throughput expression profiles via perturbation barcodes reveals compound targets
Tracey Filzen, Peter Kutchukian, Jeffrey Hermes +2
High throughput mRNA expression profiling can be used to characterize the response of cell culture models to perturbations such as pharmacologic modulators and genetic perturbation…