Yash Sharma

The paper evaluates how averaging perturbation responses in gene perturbation benchmarks affects the ability to assess perturbation-strength variation, finding that current models fail to reliably recover perturbation identity.

Nephrobase Cell+ is a kidney-specific foundation model that outperforms existing models in single-cell analysis, cross-species transfer, and batch effect correction.