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Search results for knowledge graph drug discovery

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10 search results found

Awesome Drug Discovery Knowledge Graphs ⭐ 144

A collection of research papers, datasets and software related to knowledge graphs for drug discovery. Accompanies the paper "A review of biomedical datasets relating to drug discovery: a knowledge graph perspective" (Briefings in Bioinformatics, 2022)

Typedb Bio ⭐ 67

TypeDB Bio: Biomedical Knowledge Graph

Skywalkr ⭐ 33

code for Gogleva et al manuscript

This is the repo for the paper `SumGNN: Multi-typed Drug Interaction Prediction via Efficient Knowledge Graph Summarization'. (published in Bioinformatics'21)

Drug Drug Interaction Prediction ⭐ 30

Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network

Kgem In Drug Discovery ⭐ 26

Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence in the Life Sciences, 2022)

TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design

Kgem Ensembles In Drug Discovery ⭐ 17

Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"

Biomedical Kg Topological Imbalance ⭐ 14

Code to accompany the "Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs" (Briefings in Bioinformatics, 2022)

Biomedgps ⭐ 7

A knowledge graph system with graph neural network for drug repurposing and disease mechanism.

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