Samual MacDonald

Employment

• ARC Training Center for Information Resilience PhD Student
  2021 - Present
• University of Queensland Research Assistant
  2020 - 2021
• Max Kelsen Machine Learning Researcher
  2018 - Present

Education

• University of Queensland Master of Data Science
  2016 - 2019

Projects & Funding

Projects & funding information is unavailable.

Publications (6)

• STimage:robust, confident and interpretable models for predicting gene markers from cancer histopathological images
  2023 DOI: 10.1101/2023.05.14.540710
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• Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology
  2022 DOI: 10.1101/2022.07.14.500142
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• Interpretable AI in Healthcare: Enhancing Fairness, Safety, and Trust
  Artificial Intelligence in Medicine 2022 DOI: 10.1007/978-981-19-1223-8_11
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• Use of an extended KDIGO definition to diagnose acute kidney injury in patients with COVID-19: A multinational study using the ISARIC–WHO clinical characterisation protocol
  Marina Wainstein, Samual MacDonald, Daniel Fryer

  +19 more

  • K. C. Young
  • Steven Webb
  • Husna Begum
  • Alistair Nichol
  • James Lee
  • +14 more
  PLOS Medicine 2022 DOI: 10.1371/journal.pmed.1003969
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• Use of an extended KDIGO definition to diagnose acute kidney injury in patients with COVID-19: A multinational study of the ISARIC cohort
  2022 DOI: 10.1101/2022.03.18.22272601
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• Verifying explainability of a deep learning tissue classifier trained on RNA-seq data.
  Melvyn Yap, Rebecca L. Johnston, Helena Foley +9 more
  Scientific reports 2021 DOI: 10.1038/s41598-021-81773-9
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