Microsoft Research Releases Flash Versions Of GigaPath And GigaTIME Pathology Models
Reactions from ranked influencers
2 posts
Microsoft Research releases "Flash" versions of their pathology AI models: - GigaPath-Flash combines a 22M-parameter ViT-S tile encoder with a 21M-parameter LongNet slide encoder, distilled from the original GigaPath (ViT-g) model while retaining 97% of the performance - GigaTIME-Flash extends GigaPath-Flash to predict the tumor immune microenvironment directly from routine H&E images, replacing the CNN backbone of the original GigaTIME model. It surpasses the original CNN-based GigaTIME in prediction quality while running 6× faster and using 8× less GPU memory.