Design Choices for Multimodal Transformer Learning with Missing and Longitudinal Healthcare Data

Rita Cordeiro Mendes, Maria Manuel Pereira, Carlos Santiago +1

Multimodal learning offers the potential to improve predictions by integrating complementary information from heterogeneous data sources. However, multimodal datasets are frequentl…