Yue Cheng

scLDM: a conditional diffusion framework for single-cell perturbation prediction

Abstract Motivation Accurate prediction of single-cell responses to external stimuli is pivotal for deciphering gene regulatory mechanisms and accelerating data-driven drug discovery. However, effectively capturing the complex, non-linear mapping between intrinsic cell states and...