Hong Kong Baptist University

Metabolomic foundation model pretrained on UK Biobank NMR metabolite profiles, reused with a frozen backbone for aging, subtyping, and disease risk.

Peptide-HLA immunogenicity prediction with a BiLSTM ensemble, inside a pipeline that finds microbial epitopes mimicking tumor neoantigens.

Metagenome misassembly detection and correction that renders read-to-contig alignments as multi-channel images scored by a contrastive CNN.

Mixture-of-Experts foundation model for medical image segmentation that generalizes across imaging modalities and clinical centers.