Cross-modality Attention-based Multimodal Fusion for Non-small Cell Lung Cancer (NSCLC) Patient Survival Prediction

1 code implementation • 18 Aug 2023 • Ruining Deng, Nazim Shaikh, Gareth Shannon, Yao Nie

Compared with single modality, which achieved c-index of 0. 5772 and 0. 5885 using solely tissue image data or RNA-seq data, respectively, the proposed fusion approach achieved c-index 0. 6587 in our experiment, showcasing the capability of assimilating modality-specific knowledge from varied modalities.

Survival Prediction