The search result for the key word "HMLKGAT"
A total of 2 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 |
86.05 |
2168 |
Bdataset |
Drug, Disease, Target |
Drug: SMILES, Disease: MesH, Target: Sequence |
HMLKGAT |
Graph Attention Network (The principle of three degrees influence),Multi-Kernel Learning Method (Gaussian kernel function,Cosine similarity function),Neural network |
Drug Disease Association (DDA) |
https://github.com/LDD-0914/HMLKGAT.git |
Case studies |
NA |
NA |
NA |
Drug disease interaction |
Top 5 diseases |
38051617 |
IEEE/ACM Trans Comput Biol Bioinform |
2024 |
| 1 |
86.05 |
2168 |
Hetero-A |
Drug, Disease, Target |
NA |
HMLKGAT |
Graph Attention Network (The principle of three degrees influence),Multi-Kernel Learning Method (Gaussian kernel function,Cosine similarity function),Neural network |
Drug Disease Association (DDA) |
https://github.com/LDD-0914/HMLKGAT.git |
Case studies |
NA |
NA |
NA |
Drug disease interaction |
Top 5 diseases |
38051617 |
IEEE/ACM Trans Comput Biol Bioinform |
2024 |
