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Overview

Dr Matthew Watson

Post Doctoral Research Associate


Affiliations
Affiliation
Post Doctoral Research Associate in the Department of Computer Science

Biography

Matthew is a Postdoctoral Research Associate in the Department of Computer Science at Durham University, researching the application of machine learning to healthcare. His research interests lie in the area of explainable machine learning and how this can be used to improve the quality of, and trust in, machine learning models. His research on applying machine learning to the medical domain is in collaboration with numerous healthcare organisations such as University College London Hospitals NHS Trust, the Northern Care Alliance and Evergreen Life.

Before starting his postdoctoral position, he received a PhD in Computer Science from Durham University where he also studied explainable machine learning for healthcare.

Research Interests
  • Machine Learning for Healthcare
  • Explainable Machine Learning
  • Bias and Fairness in Machine Learning
  • Data Shift in (healthcare) Machine Learning

Research interests

  • Explainable Machine Learning, Machine Learning in Healthcare, Bias and Fairness in Machine Learning

Publications

Conference Paper

Journal Article