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Stephen Bonner

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Implications of Topological Imbalance for Representation Learning on Biomedical Knowledge Graphs

Dec 13, 2021
Stephen Bonner, Ufuk Kirik, Ola Engkvist, Jian Tang, Ian P Barrett

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A Unified View of Relational Deep Learning for Drug Pair Scoring

Nov 14, 2021
Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michael Ughetto, Sebastian Nilsson, Eliseo Papa

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A Unified View of Relational Deep Learning for Polypharmacy Side Effect, Combination Synergy, and Drug-Drug Interaction Prediction

Nov 05, 2021
Benedek Rozemberczki, Stephen Bonner, Andriy Nikolov, Michael Ughetto, Sebastian Nilsson, Eliseo Papa

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Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery

Jun 07, 2021
Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, Charles Tapley Hoyt, William L Hamilton

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Predicting Potential Drug Targets Using Tensor Factorisation and Knowledge Graph Embeddings

May 20, 2021
Cheng Ye, Rowan Swiers, Stephen Bonner, Ian Barrett

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A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective

Feb 26, 2021
Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, Andreas Bender, William Hamilton

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Not Half Bad: Exploring Half-Precision in Graph Convolutional Neural Networks

Oct 23, 2020
John Brennan, Stephen Bonner, Amir Atapour-Abarghouei, Philip T Jackson, Boguslaw Obara, Andrew Stephen McGough

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