Table 1 An overview of current studies in the drug repurposing field
Reference | Method | Details |
|---|---|---|
[3] | FB | Non-linear method |
[4] | FB | Fusion method to combine three similarity measurements |
[5] | FB | Recommendation system based on functional characteristics |
[9] | HNB | Non-negative matrix factorization |
[10] | HNB | Multi-modal neural network |
[11] | HNB | Random walk with restart on a hierarchical network |
[12] | HNB | Weighted bilinear neural network |
[13] | HNB | Deep learning |
[14] | HNB | Geometric deep learning |
[15] | HNB | Fusing higher and lower-order biological information |
[17] | KG | Creating a knowledge graph from biomedical literature |
[19] | KG | Literature-based KG utilizing weighted relationships |
[20] | KG | Drug-centric knowledge graph |
[21] | KG | A coupled-tensor factorization-based embedding model |
[23] | KG | CAS biomedical knowledge graph and drug ranking method |
[18] | KG | Knowledge graph completion using TransE |
[22] | KG | Logistic regression method |