Data Party THU

Aug 1, 2025 · Artificial Intelligence

How SUICA Boosts Spatial Transcriptomics with Implicit Neural Representations

The SUICA model combines graph autoencoders and implicit neural representations to denoise, impute, and super‑resolve spatial transcriptomics data, overcoming resolution‑cost trade‑offs and dropout noise, and delivers biologically richer gene expression predictions validated on mouse embryo and brain datasets.