Amazon Web Services

Discrete diffusion model for conditional antibody sequence design with germline-absorbing noising that focuses learning on somatic variation.

Antibody developability predictor pairing text and protein language models, using in-context learning to fit new assays without retraining.

Multimodal medical imaging foundation model for zero-shot clinical diagnosis and report generation from chest X-ray and CT in English and Chinese.