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🧪 3D Phenotypic Screening

Volumetric phenotypic screening — orbit a live 3D cell culture as machine vision tracks morphology, apoptosis and nuclear integrity across four drug treatments.

Hit Discovery & Virtual Screening3DModerate60 FPS📱 Mobile-adapted
3d-phenotypic-screening ↗ Open standalone
⚙ Under the hood

The same treatment math as the 2D phenotypic screen — control, cytotoxin, cytostatic and "hit" phenotype profiles driving cell radius, nucleus radius and apoptotic fragmentation — is reproduced on volumetric cell meshes distributed through a real 3D culture sphere. Orbit and zoom to inspect individual cells; the AI vision overlay draws a live bounding box around every recognized cell once a scan completes.

Machine VisionBiomedicine

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install

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