The search result for the key word "dataset 2"
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 |
87.8 |
2207 |
Dataset 2 |
Drug, Disease |
Drug: SMILES, Disease: Mesh semantic |
DRDSA (Drug Repositioning Deep Sparse Autoencoder) |
Deep sparse autoencoder,Deep feedforward neural network |
Drug Disease Association (DDA) |
https://github.com/luckymengmeng/HDVD |
Case studies |
COVID-19 |
NA |
NA |
NA |
Top 10 drugs |
38103130 |
Interdiscip Sci |
2024 |
| 2 |
70.85 |
1798 |
dataset 2 |
Drug, Disease, Gene |
NA |
NEDNBI |
Network-Based Inference |
Drug Disease Association (DDA) |
https://github.com/Qli97/NEDNBI |
Case studies |
COVID-19 |
NA |
NA |
NA |
Top 20 drugs |
35338586 |
Mol Inform |
2022 |
| 3 |
48.35 |
1235 |
dataset 2 |
Drug, Target |
Drug: constitutional, topological, and geometrical descriptors; Target: amino acid, pseudo-amino acid, and CTD (composition, transition, distribution) descriptors |
DTI-SNNFRA |
Shared nearest neighbors and fuzzy-rough approximation |
Drug Target Interaction (DTI) |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
33606741 |
PLoS One |
2021 |
