Shanza Ayub

This study uses multi-modal VAEs to integrate multiple views of highly multiplexed imaging data, improving the prediction of clinical outcomes and identification of cell states.

Astir assigns cell identities to single-cell imaging and proteomic data by integrating prior knowledge, outperforming existing methods in accuracy and scalability.