A Deep Learning Toolkit for DTI, Drug Property, PPI, DDI, Protein Function Prediction (Bioinformatics)

TigerLily: Finding drug interactions in silico with the Graph.

Readings for "A Unified View of Relational Deep Learning for Drug Pair Scoring." (IJCAI 2022)

[Bioinformatics 2021] This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'.

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders (IJCAI 2018)

Bi-Level Graph Neural Networks for Drug-Drug Interaction Prediction. ICML 2020 Graph Representation Learning and Beyond (GRL+) Workshop

Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity

Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network. Nature Computational Science. 2023.

A next-js app to check interactions between drugs.

Repository for the HackBio'2021 Internship for Team Drug-Development-A

Drug-Drug Interaction Prediction on a Biomedical Literature Knowledge Graph

ISCMF: Integrated Similarity-Constrained Matrix Factorization for Drug-Drug Interaction Prediction

Novel deep learning model for more accurate prediction of drug-drug interaction effects

MVA-DDI: Interpretable attention network with multi-view learning for drug-drug interaction prediction (2023 BIBM)

A Virtual Reality Experience - Project to examine the productivity and usefulness of Virtual Reality as a tool for education

Recognition of drugs and extraction of drug-drug interactions that appear in biomedical literature.

Official Implementation of ADEP paper.

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations"