Article

A pretrained unified model enables cellular functional profile prediction and multi-objective virtual drug screening

2026-08-28

Abstract excerpt

Cells are characterized by molecular states, coordinated molecular interactions, regulatory programs, and responses to perturbations. Systematic mapping of these cellular functional profiles across biological contexts remains experimentally costly and fragmented. Here we present InsilicoCell, a pretrained multi-modal, multi-task model that unifies prediction of cellular functional profiles spanning molecular state...

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Literature Corpus work: 6eb75b63-9a9d-5af0-a5df-c1c919c73a22
DOI: 10.64898/2026.08.25.746866

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