works on
bioinformatics 1cross-context prediction 1low-rank modeling 1ridge regression 1single-cell perturbation 1transfer learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

PerturbMap: Cross-Context Transfer of Single-Cell Perturbation Responses

Panpan Cui, Yiqi Liu, Wenhao Sun

PerturbMap predicts missing single‑cell perturbation effects in a new cellular context by combining a low‑rank local model with ridge‑based transfer of measured responses from sour…