Peking University Health Science Center

Differentiable surrogate for near-infrared light transport in the human head, predicting time-resolved fluence 466x faster than Monte Carlo.

Slide-level histopathology model that flags endocervical gastric-type adenocarcinoma on routine H&E, built on frozen Virchow2 tile features.

Single-cell foundation model that compresses each expression profile into 64 cross-attention patch tokens for annotation and spatial transfer.

Drug repurposing model that predicts a compound's L1000 transcriptional signature from SMILES and ranks it against a disease gene signature.