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, Jia-Qi Zhang, Charlotte Bunne et al.
· Proceedings of the National... · 7 citations
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