2 papers
cs.LG2025
Node2Vec-DGI-EL: A Hierarchical Graph Representation Learning Model for Ingredient-Disease Association Prediction
Leifeng Zhang, Xin Dong, Shuaibing Jia +1
Traditional Chinese medicine, as an essential component of traditional medicine, contains active ingredients that serve as a crucial source for modern drug development, holding imm…
cs.LG2025
SMPR: A structure-enhanced multimodal drug-disease prediction model for drug repositioning and cold start
Xin Dong, Rui Miao, Suyan Zhang +5
Repositioning drug-disease relationships has always been a hot field of research. However, actual cases of biologically validated drug relocation remain very limited, and existing…