QUST-AIBBDRC / DNN-DTIs
DNN-DTIs: improved drug-target interactions prediction using XGBoost feature selection and deep neural network
☆11Updated 3 years ago
Alternatives and similar repositories for DNN-DTIs:
Users that are interested in DNN-DTIs are comparing it to the libraries listed below
- Predicting drug-target interaction using multi-label learning with community detection method (DTI-MLCD)☆12Updated 4 years ago
- Improving protein-protein interactions prediction accuracy using XGBoost feature selection and stacked ensemble classifier☆11Updated 4 years ago
- ☆13Updated 2 years ago
- Drug-target interaction prediction using deepWalk node embedding algorithm on drugBank☆11Updated 4 years ago
- Predict drug response with graph convolutional network.☆8Updated 3 years ago
- ☆16Updated 3 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆30Updated last year
- A Graph Neural Network Model for prediction of the effectiveness of a drug on a given cancer cell lines☆17Updated last year
- Inferring disease-associated miRNAs☆10Updated 4 years ago
- Sequence-based protein solubility prediction using multidimensional embedding☆11Updated 3 years ago
- This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction pred…☆27Updated 3 years ago
- a method for CPI and DTA prediction☆9Updated 2 years ago
- drugbank相关数据的处理，包括获取药物sdf结构文件，drug相关信息，drug作用相关蛋白信息，drugbank中drug id与其他数据库的映射，protein蛋白相关信息到其他数据库的映射☆18Updated 3 years ago
- The Supplementary data in the paper "A Survey and Systematic Assessment of Computational Methods for Drug Response Prediction"☆11Updated 5 years ago
- ☆12Updated 3 years ago
- ☆10Updated 3 years ago
- the codes for paper "IIFDTI: predicting drug target interaction through interactive and independent features based on attention mechanism…☆11Updated 2 years ago
- [IJMS 2022] DRPreter: Interpretable Anticancer Drug Response Prediction Using Knowledge-Guided Graph Neural Networks and Transformer☆9Updated 2 years ago
- NRLMFβ: Bata-distribution-rescored Neighborhood Regularized Logistic Matrix Factorization for Improving Performance of Drug–Target Intera…☆11Updated 3 years ago
- This repository provides an implementation of the DTi2Vec tool, to identify Drug-Target interaction using network embedding and ensemble …☆12Updated 3 years ago
- Supplementary code for the paper: Network Medicine Framework for Identifying Drug Repurposing Opportunities for COVID-19☆27Updated 3 years ago
- ☆31Updated 6 years ago
- Source code and data for "Causal reasoning over knowledge graphs leveraging drug-perturbed and disease-specific transcriptomic signatures…☆14Updated 7 months ago
- GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction☆25Updated 3 years ago
- A deep learning framework for predicting lncRNA–disease associations☆10Updated 4 years ago
- Heterogeneous disease-gene-related☆18Updated 3 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆29Updated 2 years ago
- Bayesian Active Learning for Optimization and Uncertainty Quantification with Applications to Protein Docking☆13Updated 3 years ago
- Hierarchical Embedding for Drugs☆16Updated 10 months ago
- ☆19Updated 4 years ago