Overview
- GigaTIME is available now as an open-source research tool on Microsoft Foundry Labs and Hugging Face.
- The model generates single-cell, spatial protein maps from standard H&E slides in seconds, replacing lab mIF workflows that take days and cost thousands per sample.
- Applied across 14,256 Providence patients, the system produced about 300,000 virtual mIF images spanning 24 cancer types and 306 subtypes.
- Independent external validation on roughly 10,200 TCGA patients supported the model’s generalizability.
- Large-scale analyses reported 1,234 significant links between protein activations and clinical attributes, with a 21-channel signature outperforming individual markers like CD3 and CD8 for stratification.