Drug Gene Interaction (DGI)
The DGI model studies the interactions between drugs and genes, exploring how drugs affect biological processes through specific genes.
This research helps understand the mechanisms of drug action and provides new perspectives for drug repositioning. |
The search result for the Model Prediction Types "Drug Gene Interaction (DGI)"
A total of 3 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 |
68.7 |
2091 |
DrugBank |
Drug, Gene |
NA |
DGCL (Dynamic hyperGraph Contrastive Learning) |
Graph Neural Network (GNN),Multi Layer Perception (MLP) |
Drug Gene Interaction (DGI) |
https://github.com/wentao228/DGCL |
Case studies |
NA |
HMOX1 |
NA |
NA |
Top 10 drugs |
37864294 |
Brief Bioinform |
2023 |
| 1 |
68.7 |
2091 |
DGIdb |
Drug, Gene |
NA |
DGCL (Dynamic hyperGraph Contrastive Learning) |
Graph Neural Network (GNN),Multi Layer Perception (MLP) |
Drug Gene Interaction (DGI) |
https://github.com/wentao228/DGCL |
Case studies |
NA |
HMOX1 |
NA |
NA |
Top 10 drugs |
37864294 |
Brief Bioinform |
2023 |
| 1 |
68.7 |
2091 |
LINCS L1000 |
Drug, Gene |
NA |
DGCL (Dynamic hyperGraph Contrastive Learning) |
Graph Neural Network (GNN),Multi Layer Perception (MLP) |
Drug Gene Interaction (DGI) |
https://github.com/wentao228/DGCL |
Case studies |
NA |
HMOX1 |
NA |
NA |
Top 10 drugs |
37864294 |
Brief Bioinform |
2023 |
