| 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 |
70.4 |
1866 |
Fdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |
| 1 |
70.4 |
1866 |
Bdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |
| 1 |
70.4 |
1866 |
Cdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |
| 1 |
70.4 |
1866 |
Cdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |
| 1 |
70.4 |
1866 |
Fdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |
| 1 |
70.4 |
1866 |
Bdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MeSH, Target: sequence |
DDAGDL |
Geometric Deep Learning (GDL),XGBoost |
Drug Disease Association (DDA) |
https://github.com/stevejobws/DDAGDL |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
36125202 |
Brief Bioinform |
2022 |