BioMedicalBigDataMiningLab / GraphCDR
GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction
☆27Updated 3 years ago
Alternatives and similar repositories for GraphCDR:
Users that are interested in GraphCDR are comparing it to the libraries listed below
- PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarit…☆24Updated 3 years ago
- ☆14Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 2 years ago
- ☆27Updated 4 years ago
- Multi-modal co-attention for drug-target interaction annotation and Its Application to SARS-CoV-2☆17Updated 2 years ago
- ☆3Updated 2 years ago
- DeepTTC: a transformer-based model for predicting cancer drug response☆15Updated last year
- ☆16Updated 3 years ago
- ☆28Updated 3 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆43Updated 3 years ago
- ☆56Updated 5 years ago
- ☆23Updated 3 years ago
- MVGCN: a novel multi-view graph convolutional network (MVGCN) framework for link prediction in biomedical bipartite networks.☆22Updated 2 years ago
- REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction☆17Updated 5 months ago
- ☆11Updated 3 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆13Updated 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
- Prediction of biomarker–disease associations based on graph attention network and text representation☆8Updated 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☆19Updated 3 years ago
- ☆28Updated 3 months ago
- ☆13Updated last year
- Predicting drug-target interaction using multi-label learning with community detection method (DTI-MLCD)☆12Updated 4 years ago
- ☆9Updated last year
- ☆9Updated 3 years ago
- ☆24Updated last year
- Heterogeneous disease-gene-related☆18Updated 3 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated last year
- ☆85Updated last year
- ☆33Updated 4 years ago
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated 2 years ago