Intervention-aware distillation transfers mechanistic knowledge from perturbational transcriptomics to imaging phenomics for improved one-shot transfer to unseen drugs and target gene discovery.
scperturb: har- monized single-cell perturbation data.Nature Methods, 21(3): 531–540, 2024
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Intervention-Aware Multiscale Representation Learning from Imaging Phenomics and Perturbation Transcriptomics
Intervention-aware distillation transfers mechanistic knowledge from perturbational transcriptomics to imaging phenomics for improved one-shot transfer to unseen drugs and target gene discovery.