Mike Nalls

Multimodal Patient Representation Learning with Missing Modalities and Labels

Multimodal patient representation learning aims to integrate information from multiple modalities and generate comprehensive patient representations for subsequent clinical predictive tasks. However, many existing approaches either presuppose the availability of all modalities and labels for each pa…