BioMedicalBigDataMiningLab / GraphCDRLinks
GraphCDR: A graph neural network method with contrastive learning for cancer drug response prediction
☆29Updated 4 years ago
Alternatives and similar repositories for GraphCDR
Users that are interested in GraphCDR are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of "TGSA: Protein-Protein Association-Based Twin Graph Neural Networks for Drug Response Prediction with Similarit…☆24Updated 3 years ago
- MVGCN: a novel multi-view graph convolutional network (MVGCN) framework for link prediction in biomedical bipartite networks.☆22Updated 3 years ago
- ☆14Updated 3 years ago
- ☆30Updated 4 years ago
- ☆17Updated 4 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆30Updated 3 years ago
- ☆34Updated 4 years ago
- MilGNet: Deep Multiple Instance Learning on Heterogeneous Graph for Drug-disease Association Prediction☆15Updated 10 months ago
- ☆57Updated 6 years ago
- ☆78Updated last year
- Heterogeneous disease-gene-related☆18Updated 4 years ago
- ☆28Updated 5 years ago
- Realizing DTINet with python☆27Updated 7 years ago
- ☆11Updated 4 years ago
- ☆14Updated 5 years ago
- Predicting drug-target interaction using multi-label learning with community detection method (DTI-MLCD)☆13Updated 5 years ago
- ☆89Updated 2 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆44Updated 3 years ago
- Code and Datasets for "Predicting Drug-Disease Associations through Layer Attention Graph Convolutional Networks"☆55Updated 2 years ago
- Inferring disease-associated miRNAs☆10Updated 5 years ago
- ☆29Updated 4 years ago
- Multi-modal co-attention for drug-target interaction annotation and Its Application to SARS-CoV-2☆17Updated 2 years ago
- Interpretable bilinear attention network with domain adaptation improves drug-target prediction.☆128Updated 2 years ago
- Implementation for the paper MoCL: Contrastive Learning on Molecular Graph with multi-level Domain Knowledge☆41Updated 2 years ago
- "MUFFIN: Multi-Scale Feature Fusion for Drug–Drug Interaction Prediction".☆12Updated 3 years ago
- [NBME] Interpretable identification of cancer genes across biological networks via transformer-powered graph representation learning☆22Updated last month
- ☆25Updated last year
- REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction☆18Updated 11 months ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆89Updated 4 years ago
- ☆14Updated last year