arxivq-bio.QMcs.AIcs.CL2026-07-17
Auditing Retrieval-Augmented LLM Hypotheses for Longitudinal Cell Painting Morphology
Gilchan Park, Guang Zhao, Byung-Jun Yoon, Shinjae Yoo
High-content morphological profiling (Cell Painting) yields sensitive, high-dimensional signatures of cellular state, but translating longitudinal morphology trajectories into interpretable biology remains difficult, especially for weak, chronic perturbations such as low-dose-rat…