Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network
☆100Oct 9, 2019Updated 6 years ago
Alternatives and similar repositories for Drug-Drug-Interaction-Prediction
Users that are interested in Drug-Drug-Interaction-Prediction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆93Feb 11, 2021Updated 5 years ago
- Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity☆29Apr 4, 2021Updated 5 years ago
- Python package is for paper 'Predicting potential drug-drug interactions by integrating chemical, biological, phenotypic and network data…☆39Nov 7, 2016Updated 9 years ago
- [Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summa…☆90Jul 25, 2024Updated last year
- ☆16Sep 5, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop☆30Oct 6, 2020Updated 5 years ago
- A Snapshot Neural Ensemble Method for Cancer Type Prediction Based on Copy Number Variations☆20Jun 8, 2022Updated 3 years ago
- BridgeDPI: A Novel Graph Neural Network for Predicting Drug-Protein Interactions☆20Dec 25, 2024Updated last year
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆45Dec 13, 2021Updated 4 years ago
- [BIB 2023] Official implementation of "R2-DDI: Relation-aware Feature Refinement for Drug-drug Interaction Prediction".☆13Mar 18, 2024Updated 2 years ago
- ☆30Feb 17, 2024Updated 2 years ago
- The Potential Drug-drug Interaction and Potential Drug-drug Interaction Evidence Ontology (DIDEO)☆15Oct 25, 2023Updated 2 years ago
- ☆10Apr 11, 2022Updated 4 years ago
- ☆33Jun 17, 2021Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆82Aug 2, 2024Updated last year
- Analysis notebooks and database interaction scripts for the nsides project☆21Sep 13, 2024Updated last year
- DeepConv-DTI: Prediction of drug-target interactions via deep learning with convolution on protein sequences☆78Feb 14, 2022Updated 4 years ago
- Utilizing graphical neural networks and embeddings on a medical database KEGG to perform link predictions and drug similarity systems.☆17Oct 2, 2021Updated 4 years ago
- CASTER: Predicting Drug Interactions with Chemical Substructure Representation (AAAI 2020)☆25Oct 28, 2020Updated 5 years ago
- ☆59Nov 15, 2020Updated 5 years ago
- Implementation of Using Drug Descriptions and Molecular Structures for Drug-Drug Interaction Extraction from Literature☆40Mar 3, 2021Updated 5 years ago
- DeepDrug: A general graph-based deep learning framework for drug relation prediction☆63Jul 25, 2022Updated 3 years ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆17May 15, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Keras implementation of path-based link prediction model for knowledge graph completion☆24Aug 29, 2022Updated 3 years ago
- ☆26Dec 28, 2025Updated 4 months ago
- ☆24Aug 7, 2023Updated 2 years ago
- Data-driven chemical-induced toxicity prediction by machine learning using chemical and bioactivity data☆10Feb 7, 2017Updated 9 years ago
- ☆11Jun 4, 2021Updated 4 years ago
- Source code for TKDE'22 "KG-MTL: Knowledge Graph Enhanced Multi-Task Learning for Molecular Interaction"☆28Jul 9, 2022Updated 3 years ago
- the codes for paper "IIFDTI: predicting drug target interaction through interactive and independent features based on attention mechanism…☆11Apr 7, 2022Updated 4 years ago
- Drug repurposing for COVID-19 using literature-based discovery☆30Sep 6, 2022Updated 3 years ago
- Prognostically Relevant Subtypes and Survival Prediction for Breast Cancer Based on Multimodal Genomics Data☆29Aug 13, 2019Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- K-BERT for molecular property prediction.☆31Jul 25, 2022Updated 3 years ago
- Deep Generative Models for Drug Combination (Graph Set) Generation given Hierarchical Disease Network Embedding☆31Mar 25, 2023Updated 3 years ago
- Derivation of structural alerts from bioactivity data sets☆32Mar 6, 2016Updated 10 years ago
- MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction (Bioinformatics)☆233Jul 15, 2022Updated 3 years ago
- Drug Repurposing using TigerGraph and Graph Machine Learning.☆19Feb 13, 2022Updated 4 years ago
- ☆98Aug 8, 2023Updated 2 years ago
- A knowledge graph and a set of tools for drug repurposing☆683Apr 19, 2022Updated 4 years ago