Spatial Multi-omics Tissue Scanner (2D)

The 3D Spatial Multi-omics Tissue Scanner renders a tumor section as an orbitable field of instanced cell columns rising from a slide. This 2D companion keeps the exact same underlying model — a tumor core (EPCAM), surrounding stroma (PDGFRB) and scattered immune infiltrate (CD8), each spot's true marker signal corrupted by the same Gaussian noise draw, classified by the same argmax-against-QC-threshold rule — but presents it as a flat, top-down spot-grid map that a capture probe sweeps left to right. Circles grow and light up in tumor blue, immune pink, stroma amber or fail grey the instant each spot crosses the scan front, and the QC readout panel tallies detection rate, classification accuracy and mean signal-to-noise live. Because nothing about the underlying statistics changes, the two views make the same core clinical tradeoff — resolution, noise and QC threshold vs. how much of the tissue map you can trust — legible in two different visual languages.