rezacsedu / Drug-Drug-Interaction-Prediction
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network
☆81Updated 4 years ago
Related projects: ⓘ
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆81Updated 3 years ago
- ☆64Updated last month
- ☆21Updated 2 years ago
- Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data…☆32Updated 7 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆81Updated last month
- ☆32Updated 3 years ago
- Drug repositioning based on Heterogeneous network and Text Mining☆12Updated 3 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆27Updated 2 years ago
- SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks (Scientific Reports)☆61Updated 4 years ago
- ☆13Updated 4 years ago
- ☆25Updated 3 years ago
- ☆16Updated last year
- ☆70Updated last year
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆71Updated 2 years ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆25Updated 2 years ago
- Implementation of Using Drug Descriptions and Molecular Structures for Drug-Drug Interaction Extraction from Literature☆33Updated 3 years ago
- ☆24Updated 4 years ago
- Drug-Target Interaction Prediction with GraphAttention networks☆17Updated 4 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆41Updated 2 years ago
- ☆52Updated 3 years ago
- ☆14Updated 2 years ago
- ☆14Updated 4 years ago
- The code for SAG-DTA: Prediction of Drug–Target Affinity Using Self-Attention Graph Network.☆11Updated 2 years ago
- This is the repository containing the source code for my Master's thesis research, about predicting drug-target interaction using deep le…☆41Updated 5 years ago
- REDDA: integrating multiple biological relations to heterogeneous graph neural network for drug-disease association prediction☆13Updated 11 months ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆86Updated 7 months ago
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆102Updated 6 months ago
- ☆23Updated 3 years ago
- ☆14Updated 2 years ago
- related to graph and deep Learning for drug-drug interactions prediction.☆22Updated last year