The search result for the key word "Yamanishi"
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 |
60.1 |
1867 |
Yamanishi |
NA |
NA |
MHADTI (Multiview heterogeneous information network embedding with Hierarchical Attention mechanisms to discover potential Drug–Target Interaction) |
Multi Layer Perception (MLP) |
Drug Target Interaction (DTI) |
https://github.com/pxystudy/MHADTI |
Case studies |
NA |
NA |
Pregabalin,Oxycodone,Sunitinib,Acetaminophen,Gefitinib |
NA |
NA |
36242566 |
Brief Bioinform |
2022 |
| 2 |
51.85 |
1518 |
Yamanishi |
Drug, Target |
Drug: SMILES, Target: the amino acid sequences |
DTI-End-to-End-DL |
Convolutional Neural Network (CNN) |
Drug Target Interaction (DTI) |
https://github.com/larngroup/DTI-End-to-End-DL |
NA |
NA |
NA |
NA |
NA |
NA |
32142454 |
IEEE/ACM Trans Comput Biol Bioinform |
2021 |
| 3 |
50.75 |
2018 |
Yamanishi |
Drug, Target |
NA |
DEDTI-IEDTI |
Deep Neural Network (DNN) |
Drug Target Interaction (DTI) |
https://github.com/BioinformaticsIASBS/IEDTI-DEDTI |
Case studies |
NA |
NA |
NA |
NA |
Top 126 drugs |
37286613 |
Sci Rep |
2023 |
| 4 |
30.5 |
604 |
Yamanishi |
Drug, Disease, Target |
NA |
Heter-LP |
Label Propagation |
Drug Target Interaction (DTI),Drug Disease Association (DDA) |
NA |
NA |
NA |
NA |
NA |
NA |
NA |
30547450 |
Methods Mol Biol |
2019 |
