The search result for the key word "DrugBank (version 5.1.9)"
A total of 2 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 |
77.875 |
2079 |
DrugBank (version 5.1.9) |
Drug, Target |
Drug: SMILES, Target: the amino acid sequences |
MULGA (Multi-view Learning and Graph Autoencoder framework) |
Multi-view Learning and Graph Autoencoder (GAE) |
Drug Target Interaction (DTI) |
https://github.com/jianiM/MULGA |
Case studies |
COVID-19 |
Spike glycoprotein |
NA |
NA |
Top 20 drugs |
37610353 |
Bioinformatics |
2023 |
| 2 |
60.0875 |
2176 |
DrugBank (version 5.1.9) |
Drug, Target |
Target: 20D Vector, Drug: SMILES |
geNnius (Graph Embedding Neural Network Interaction Uncovering System) |
Graph Neural Network (GNN) |
Drug Target Interaction (DTI) |
https://github.com/ubioinformat/GeNNius |
NA |
NA |
NA |
NA |
NA |
NA |
38134424 |
Bioinformatics |
2024 |
