CytoGuard: Cellular Injury Detection in Cell Painting Screens
An open platform that flags injured wells in drug screens, names the likely injury mechanism, and shows the cells behind every call. On compounds the model never saw, it reaches a macro-F1 of 0.462 against 0.146 for the published baseline.
