Compound Protein Interaction (CPI)
The CPI model studies the interactions between compounds and proteins, revealing how drugs exert their biological activity by binding to specific proteins.
This model helps identify potential drug targets and provides a foundation for drug repositioning, especially in the search for new indications. |
The search result for the Model Prediction Types "Compound Protein Interaction (CPI)"
A total of 1 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 |
76.1 |
298 |
NA |
Compound, Target |
Compound: SMILES, Target: Sequence |
REMAP |
Dual Regularized One-Class Collaborative Filtering |
Compound Protein Interaction (CPI) |
https://github.com/hansaimlim/REMAP |
Case studies |
Many types of cancer |
NA |
NA |
NA |
Top 7 drugs |
27716836 |
PLoS Comput Biol |
2016 |
