Multimodal learning on graphs for disease relation extraction

Yucong Lin, Keming Lu, Sheng Yu, Tianxi Cai, Marinka Zitnik

Abstract: Highlights•REMAP is flexible multimodal approach for extracting disease–disease relationships.•Evaluation shows that REMAP outperforms both language-based and graph-based methods.•Released is a high-quality test dataset of gold-standard annotations developed as a consensus of clinical experts.