tticoin / DESC_MOL-DDIE
Implementation of Using Drug Descriptions and Molecular Structures for Drug-Drug Interaction Extraction from Literature
☆35Updated 3 years ago
Alternatives and similar repositories for DESC_MOL-DDIE:
Users that are interested in DESC_MOL-DDIE are comparing it to the libraries listed below
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆84Updated 6 months ago
- ☆55Updated 4 years ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆26Updated 2 years ago
- Source code for "A Deep-learning System Bridging Molecule Structure and Biomedical Text with Comprehension Comparable to Human Profession…☆83Updated last year
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆42Updated 3 years ago
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆29Updated 4 years ago
- Repo of pharmacophoric constrained heterogeneous-graph-transformer☆16Updated last year
- DeepDrug: A general graph-based deep learning framework for drug relation prediction☆54Updated 2 years ago
- ☆17Updated last year
- CASTER: Predicting Drug Interactions with Chemical Substructure Representation (AAAI 2020)☆26Updated 4 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆87Updated 4 years ago
- Code and data for the Nature Machine Intelligence paper "Knowledge graph-enhanced molecular contrastive learning with functional prompt".☆117Updated 10 months ago
- ☆26Updated 3 years ago
- ☆9Updated 4 years ago
- Method for drug repurposing from knowledge graphs and literature☆34Updated 4 years ago
- Code and Data for the paper: Molecular Contrastive Learning with Chemical Element Knowledge Graph [AAAI 2022]☆89Updated last year
- ☆17Updated 2 years ago
- An end-to-end heterogeneous graph representation learning-based framework for drug-target interaction prediction☆29Updated 2 years ago
- A collection of resources related with Knowledge-augmented Graph Machine Learning for Drug Discovery.☆20Updated 7 months ago
- Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction☆11Updated last year
- ☆72Updated 6 months ago
- ☆18Updated 11 months ago
- ☆50Updated 2 years ago
- Codes and models for the paper "Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction".☆75Updated 3 years ago
- related to graph and deep Learning for drug-drug interactions prediction.☆25Updated last year
- Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence…☆33Updated 6 months ago
- semi-supervised learning for molecular property prediction☆51Updated 3 years ago
- Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network☆90Updated 5 years ago
- ☆14Updated 2 years ago
- ☆32Updated 4 years ago