The search result for the key word "RepoDB"
A total of 7 results found based on your keywords| Recommendation | ID | Data Information | Model Information | Application Information | Reference | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Rank | Total_Score | Model_ID | Dataset_Name | Element_type | Data_features | Model_name | Algorithm_name | Prediction_type | Code_source | Study_types | Disease_name | Target_name | Drug_name | Interaction_type | Recommended_Number | PMID | Journal | Publication_Year |
| 1 | 76.425 | 2070 | RepoDB | Drug, Disease | Drug: RDKit fingerprints, Disease: MeSH | TNA-DR (Tail-Node Augmentation for Drug Repositioning) | Graph Neural Network (GNN) | Drug Disease Association (DDA) | NA | Case studies | Lung neoplasms | NA | NA | NA | Top 10 drugs | 37418410 | IEEE/ACM Trans Comput Biol Bioinform | 2023 |
| 2 | 72.15 | 2125 | RepoDB | Drug, Disease | NA | BEHOR | Graph Neural Network (GNN) | Drug Disease Association (DDA) | https://zenodo.org/record/8402843 | Case studies | Congestive heart failure | NA | NA | NA | Top 2 drugs | 37925215 | Artif Intell Med | 2023 |
| 2 | 72.15 | 2125 | RepoDB | Drug, Disease | NA | BEHOR | Graph Neural Network (GNN) | Drug Disease Association (DDA) | https://zenodo.org/record/8402843 | Case studies | Rheumatoid arthritis | NA | NA | NA | Top 2 drugs | 37925215 | Artif Intell Med | 2023 |
| 2 | 72.15 | 2125 | RepoDB | Drug, Disease | NA | BEHOR | Graph Neural Network (GNN) | Drug Disease Association (DDA) | https://zenodo.org/record/8402843 | Case studies | Left ventricular hypertrophy | NA | NA | NA | Top 1 drug | 37925215 | Artif Intell Med | 2023 |
| 3 | 66.65 | 1973 | RepoDB | Drug, Disease | NA | DrugRep-KG | Logistic Regression | Drug Disease Association (DDA) | https://github.com/CBRC-lab/DrugRep-KG | Case studies | COVID-19 | NA | NA | NA | Top 6 drugs | 37023229 | J Chem Inf Model | 2023 |
| 3 | 66.65 | 1973 | RepoDB | Drug, Disease | NA | DrugRep-KG | Logistic Regression | Drug Disease Association (DDA) | https://github.com/CBRC-lab/DrugRep-KG | Case studies | Atopic Eczema | NA | NA | NA | Top 4 drugs | 37023229 | J Chem Inf Model | 2023 |
| 3 | 66.65 | 1973 | RepoDB | Drug, Disease | NA | DrugRep-KG | Logistic Regression | Drug Disease Association (DDA) | https://github.com/CBRC-lab/DrugRep-KG | Case studies | Contact Dermatitis | NA | NA | NA | Top 2 drugs | 37023229 | J Chem Inf Model | 2023 |
