| 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 |
80.4 |
1670 |
LRSSL |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Small Cell Lung Cancer (SCLC) |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |
| 1 |
80.4 |
1670 |
Fdataset |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Small Cell Lung Cancer (SCLC) |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |
| 1 |
80.4 |
1670 |
Cdataset |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |
| 1 |
80.4 |
1670 |
Cdataset |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Small Cell Lung Cancer (SCLC) |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |
| 1 |
80.4 |
1670 |
LRSSL |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |
| 1 |
80.4 |
1670 |
Fdataset |
Drug, Disease |
Drug: SMILES, Disease: MeSH |
DRWBNCF |
Graph Convolutional Network (GCN),Multi Layer Perceptron (MLP) |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/DRWBNCF |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
35039838 |
Brief Bioinform |
2022 |