| 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 |
80.3 |
1892 |
Yamanishi_IC |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_GPCR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_E |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
HGBI |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
DrugBank |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_NR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_GPCR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_E |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
HGBI |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
DrugBank |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
DrugBank |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_NR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_IC |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_E |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_GPCR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
HGBI |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
NA |
Nisoldipine |
NA |
Top 20 targets |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_NR |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:779 (calcium voltage-gated channel subunit alpha1 S) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |
| 1 |
80.3 |
1892 |
Yamanishi_IC |
Drug, Target |
Drug: chemical structure information, Target: target sequence |
PPAEDTI |
Deep Autoencoder |
Drug Target Interaction (DTI) |
https://github.com/LiYuechao1998/PPAEDTI |
Case studies |
NA |
hsa:775 (calcium voltage-gated channel subunit alpha1 C) |
NA |
NA |
Top 20 drugs |
36301791 |
IEEE J Biomed Health Inform |
2023 |