LARS-research / KnowDDILinks
Accurate and Interpretable Drug-drug Interaction Prediction Enabled by Knowledge Subgraph Learning. Nature Communications (Medicine).
☆17Updated last year
Alternatives and similar repositories for KnowDDI
Users that are interested in KnowDDI are comparing it to the libraries listed below
Sorting:
- ☆10Updated 3 years ago
- related to graph and deep Learning for drug-drug interactions prediction.☆27Updated 2 years ago
- The official implementation of our paper "MoleRec: Combinatorial Drug Recommendation with Substructure-Aware Molecular Representation Lea…☆66Updated 2 years ago
- This repository is a PyTorch implementation of our NeurIPS 2022 paper "Debiased, Longitudinal and Coordinated Drug Recommendation through…☆35Updated 2 years ago
- IJCAI2021: Code for SafeDrug, MIMIC data processing, Medical code mapping☆82Updated last year
- Source code of our SIGIR'24 paper titled "Leave No Patient Behind: Enhancing Medication Recommendation for Rare Disease Patients".☆19Updated 11 months ago
- ☆18Updated 2 years ago
- Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 20…☆28Updated last year
- AAAI-23 paper: Context-aware Safe Medication Recommendations with Molecular Graph and DDI Graph Embedding☆17Updated last year
- The data and code for the MEGACare framework☆8Updated last year
- [WWW 2022] "Conditional Generation Net for Medication Recommendation"☆38Updated 2 years ago
- ☆11Updated 7 months ago
- Codes for AAAI 2022 paper: Context-aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs☆24Updated 3 years ago
- Multi-view Graph Contrastive Representation Learning for Drug-drug Interaction Prediction☆44Updated 3 years ago
- Implementation of the WWW'23 paper "Toward Degree Bias in Embedding-Based Knowledge Graph Completion"☆16Updated 2 years ago
- Medication Recommendation☆11Updated last year
- A simple implementation of the paper "Disease Prediction via Graph Neural Networks".☆22Updated 4 years ago
- Relation-aware Ensemble Learning for Knowledge Graph Embedding. EMNLP. 2023☆24Updated last year
- Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion☆41Updated 9 months ago
- Source Code for IJCAI'20 "KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction"☆88Updated 4 years ago
- KGANCDA is effective to predict associations between circRNA and cancer, which is based on knowledge graph attention network. The detail …☆13Updated 2 years ago
- ☆17Updated 9 months ago
- A Novel Chinese Traditional Medicine Prescription Recommendation System based on Knowledge Graph☆24Updated 5 years ago
- ☆19Updated 10 months ago
- A collection of graph foundation models including papers, codes, and datasets.☆67Updated last month
- ☆9Updated 2 years ago
- [KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning☆28Updated last year
- Xiangguo Sun et al. Heterogeneous Hypergraph Embedding for Graph Classification, WSDM2021☆30Updated 2 weeks ago
- ☆76Updated 11 months ago
- Official implementation for paper "Predictive Modeling with Temporal Graphical Representation on Electronic Health Records"☆20Updated last year