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)

A next-js app to check interactions between drugs.

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

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

Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity

Uncovering Amiloride's Mechanisms of Action in Multiple Myeloma: A Bioinformatics Approach

Drug-Drug Interaction Prediction on a Biomedical Literature Knowledge Graph

Towards Interpretable Drug-Drug Interaction Prediction: A Graph-Based Approach with Molecular and Network-Level Explanations

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

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

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

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

Code for my Master thesis on "Intelligent Drug-Drug Interaction Extraction: A Natural Language Processing Approach to Biomedical Text Analysis".

DrugDoseFinder: A Python tool that uses fuzzy name matching and RDF graphs to search for drugs and retrieve their dosage information. Designed for accurate querying and easy integration with personalized medical RDF datasets.

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