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Knowledge Graphs in Biomedicine // Dimitrios Athanasakis // AI in Production 2025

Posted Mar 26, 2025 | Views 50
# Biomedicine
# Knowledge Graphs
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Dimitrios Athanasakis
Principal AI Engineer @ AstraZeneca

Dimitrios Athanasakis is a principal AI scientist at AstraZeneca's centre for AI. He has worked as a machine learning scientist since 2007, and he earned his EngD on using machine learning methods for biomarker discovery under the supervision of Professors John Shawe-Taylor and Delmiro Fernandez-Reyes at UCL. In addition to the biomedical domain, his professional experience spans a number of settings including security, privacy-preserving machine learning, and finance. His interests include numerical computing, machine learning, health & biomedicine, natural language processing, and making GPUs overheat, a habbit for which he occasionally gets published in peer-reviewed venues.

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SUMMARY

Knowledge Graphs are the lingua franca of biomedicine. The talk introduces knowledge graphs and shows how modern deep learning approaches can be applied to reasoning over knowledge graphs and how this translates to actionable insights for the biomedical domain.

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