The search result for the key word "SARS-CoV-2"
A total of 4 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 |
72.3 |
1765 |
DUD-E |
Drug, Target |
Drug: SMILES, Target: binding site |
AttentionSiteDTI |
Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) |
Drug Target Interaction (DTI) |
https://github.com/yazdanimehdi/AttentionSiteDTI |
Case studies |
COVID-19 |
SARS-CoV-2 |
NA |
NA |
Top 7 drugs |
35817396 |
Brief Bioinform |
2022 |
| 1 |
72.3 |
1765 |
Human |
Drug, Target |
Drug: SMILES, Target: binding site |
AttentionSiteDTI |
Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) |
Drug Target Interaction (DTI) |
https://github.com/yazdanimehdi/AttentionSiteDTI |
Case studies |
COVID-19 |
SARS-CoV-2 |
NA |
NA |
Top 7 drugs |
35817396 |
Brief Bioinform |
2022 |
| 1 |
72.3 |
1765 |
BindingDB |
Drug, Target |
Drug: SMILES, Target: binding site |
AttentionSiteDTI |
Bidirectional Long Short-Term Memory (Bi-LSTM),Graph Convolutional Network (GCN),Multi-Layer Perceptron (MLP) |
Drug Target Interaction (DTI) |
https://github.com/yazdanimehdi/AttentionSiteDTI |
Case studies |
COVID-19 |
SARS-CoV-2 |
NA |
NA |
Top 7 drugs |
35817396 |
Brief Bioinform |
2022 |
| 2 |
64.9 |
1306 |
NA |
Drug, Virus |
Drug: chemical structure, Virus: d2* dissimilarity/distance (at k=6) between the viral genome sequences |
DVA (Drug Virus Association) |
Matrix Completion |
Drug Virus Association (DVA) |
www.github.com/AanchalMongia/DVA |
Case studies |
COVID-19 |
SARS-CoV-2 |
NA |
NA |
Top 6 drugs |
33907209 |
Sci Rep |
2021 |
