Open access
Aug 2026
SLIM: A small linear model with STRING embeddings for single-cell genetic perturbation prediction
The results show that compact biological representations can support accurate and computationally efficient perturbation prediction, and highlight the importance of perturbation representations and population-construction procedures in low-data benchmarks.
Dewei Hu, Marc Pielies Avellí, L. J. Jensen et al.
· bioRxiv · 0 citations