The search result for the key word "DREAMwalk"
A total of 6 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 |
72.1 |
2022 |
KEGG |
Drug, Disease, Gene, Pathway |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
| 1 |
72.1 |
2022 |
Multi-scale interactome (MSI) network |
Drug, Disease, Gene |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
| 1 |
72.1 |
2022 |
KEGG |
Drug, Disease, Gene, Pathway |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
| 1 |
72.1 |
2022 |
Multi-scale interactome (MSI) network |
Drug, Disease, Gene |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
| 1 |
72.1 |
2022 |
HetioNet |
Drug, Disease, Gene, Pathway |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Breast cancer |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
| 1 |
72.1 |
2022 |
HetioNet |
Drug, Disease, Gene, Pathway |
Drug: ATC, Disease: MeSH |
DREAMwalk |
Multi-layer random walk |
Drug Disease Association (DDA) |
https://github.com/eugenebang/DREAMwalk |
Case studies |
Alzheimer's Disease (AD) |
NA |
NA |
NA |
Top 10 drugs |
37322032 |
Nat Commun |
2023 |
