Before revision:  Since miRNAs have different roles in diseases, the miRNA-disease associations are categorized into multiple types according to their roles. Predicting miRNA-disease associations and types is critical to understand the underlying pathogenesis of human diseases from the molecular level . Results: In this paper, we formulate the problem as a link prediction in knowledge graphs.
After revision:  Since miRNAs have different roles in diseases, the miRNA-disease associations contributes to understanding the molecular mechanisms of miRNA-related diseases. Most of the existing computational methods mainly focus on predicting whether a miRNA-disease associations and types is critical to understand the underlying pathogenesis of human diseases from the molecular level . Results: In this paper, we formulate the problem as a link prediction in knowledge graphs.