Latent causal diffusions for single-cell perturbation modeling
Perturbation screens hold the potential to systematically map regulatory processes at single-cell resolution, yet modeling and predicting transcriptome-wide responses to perturbations remains a major computational challenge. Existing methods often underperform simple baselines, fail to disentangle measurement noise fro...
Lars Lorch, Jiaqi Zhang, Charlotte Bunne et al.
· Proceedings of the National... · 0 citations