PRIME: Prototype-Driven Multimodal Pretraining for Cancer Prognosis with Missing Modalities

Kai Yu, Shuang Zhou, Yiran Song +9

Multimodal self-supervised pretraining offers a promising route to cancer prognosis by integrating histopathology whole-slide images, gene expression, and pathology reports, yet mo…