Melvyn Yap

Employment

• Prospection Data Scientist
  2022 - Present
• Prospection Analytics Consultant
  2022 - 2022
• Max Kelsen Senior Machine Learning Researcher
  2018 - 2022

Education

• The University of Queensland PhD
  2012 - 2017
• The University of Queensland Master of Neuroscience
  2010 - 2011
• The University of Queensland Bachelor of Psychological Science
  2004 - 2007

Projects & Funding

Projects & funding information is unavailable.

Publications (8)

• Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology
  Samual MacDonald, Helena Foley, Melvyn Yap +11 more
  Scientific Reports 2023 DOI: 10.1038/s41598-023-31126-5
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• A deep sleep stage in Drosophila with a functional role in waste clearance
  Science Advances 2021 DOI: 10.1126/sciadv.abc2999
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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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• Acute control of the sleep switch in Drosophila reveals a role for gap junctions in regulating behavioral responsiveness
  eLife 2018 DOI: 10.7554/eLife.37105
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• Oscillatory brain activity in spontaneous and induced sleep stages in flies
  Nature Communications 2017 DOI: 10.1038/s41467-017-02024-y
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• A dynamic deep sleep stage in Drosophila
  Journal of Neuroscience 2013 DOI: 10.1523/JNEUROSCI.0061-13.2013
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• A systematic review of different models of home and community care services for older persons
  BMC Health Services Research 2011 DOI: 10.1186/1472-6963-11-93
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• Will testing for apolipoprotein E assist in tailoring dementia risk reduction? A review
  Neuroscience & Biobehavioral Reviews 2010 DOI: 10.1016/j.neubiorev.2009.08.007
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