From explanation to intervention: Interactive knowledge extraction from Convolutional Neural Networks used in radiology

• Kwun Ho Ngan ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft

  * E-mail: kwun.hongan@fujitsu.com (KHN); a.garcez@city.ac.uk (AG)

  Affiliations Data Science Institute, City, University of London, London, United Kingdom, Fujitsu Research of Europe Ltd, Slough, United Kingdom

  https://orcid.org/0000-0001-7623-942X

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• Esma Mansouri-Benssassi,

  Roles Conceptualization, Methodology, Project administration, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Fujitsu Research of Europe Ltd, Slough, United Kingdom

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• James Phelan,

  Roles Conceptualization, Data curation, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Data Science Institute, City, University of London, London, United Kingdom

  https://orcid.org/0000-0002-1848-3982

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• Joseph Townsend,

  Roles Conceptualization, Formal analysis, Investigation, Methodology, Project administration, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Fujitsu Research of Europe Ltd, Slough, United Kingdom

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• Artur d’Avila Garcez

  Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing

  * E-mail: kwun.hongan@fujitsu.com (KHN); a.garcez@city.ac.uk (AG)

  Affiliation Data Science Institute, City, University of London, London, United Kingdom

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