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Latent Causal Diffusions for Single-Cell Perturbation Modeling

Lorch, Lars et al.
arXiv (All) · Papers
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molecular-networks
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 m
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