M. Likhter

Regulon-informed cellular representations reveal task-dependent generalization in drug combination prediction

Drug combination models must represent cellular context in a form that remains informative when the tested cells or compounds differ from those used for training. Transcription factor regulons offer a biologically structured representation, but their contribution can depend on the accompanying features and the intended...