Benjamin Haibe‐Kains

This study examines tissue-specific drug sensitivity in in vitro datasets and finds strong associations between tissue origin and drug response, but most preclinical findings do not align with clinical observations.

This paper introduces DNF, a computational framework that classifies new drugs by integrating structural, perturbation, and sensitivity data to infer drug relationships and taxonomies.

This paper introduces SIGN, a method for phenotype classification using gene expression patterns, showing it can classify cancer subtypes, identify cell types, and classify drugs based on mechanism of action.

CrosstalkNet is a web-based tool for visualizing and analyzing large-scale bipartite co-expression networks to study tumor-stromal cell interactions.