Models (3)
———
Brain MRI model for noninvasive IDH genotyping of glioma, adapting a pretrained SWIN-UNETR backbone to reach 90.6% AUC on an external cohort.
ImagingDNA & Gene
Segment Transformer
Jiangnan University / Shanghai Jiao Tong University / Macquarie University / Nantong University / Shandong Huatai Paper / Shandong Yellow Triangle Biotechnology Industry Research Institute
Released July 26, 2025
———
Enzyme thermostability prediction from sequence, using segment-level attention over ESM-2 embeddings to rank mutation sites for protein engineering.
Protein
———
Antibody sequence-structure co-design diffusion model adding atom-level equivariant geometry to residue embeddings, raising CDR-H3 recovery to 38.9%.
Protein