The ethics and epistemology of explanatory AI in medicine and healthcare

Articles (8 in this collection)

1. Explanation and Agency: exploring the normative-epistemic landscape of the “Right to Explanation”

   Authors

   • Fleur Jongepier
   • Esther Keymolen

   • Content type: Original Paper
   • Open Access
   • Published: 11 November 2022

   • Article: 49

2. Karl Jaspers and artificial neural nets: on the relation of explaining and understanding artificial intelligence in medicine

   Authors

   • Georg Starke
   • Christopher Poppe

   • Content type: Original Paper
   • Open Access
   • Published: 16 June 2022

   • Article: 26

   

3. Putting explainable AI in context: institutional explanations for medical AI

   Authors

   • Mark Theunissen
   • Jacob Browning

   • Content type: Original Paper
   • Open Access
   • Published: 06 May 2022

   • Article: 23

4. Epistemo-ethical constraints on AI-human decision making for diagnostic purposes

   Authors

   • Dina Babushkina
   • Athanasios Votsis

   • Content type: Original Paper
   • Open Access
   • Published: 19 April 2022

   • Article: 22

   

5. Relative explainability and double standards in medical decision-making

   Authors

   • Hendrik Kempt
   • Jan-Christoph Heilinger
   • Saskia K. Nagel

   • Content type: Original Paper
   • Open Access
   • Published: 05 April 2022

   • Article: 20

6. Explanatory pragmatism: a context-sensitive framework for explainable medical AI

   Authors

   • Rune Nyrup
   • Diana Robinson

   • Content type: Original Paper
   • Open Access
   • Published: 28 February 2022

   • Article: 13

7. Rethinking explainability: toward a postphenomenology of black-box artificial intelligence in medicine

   Authors

   • Annie B. Friedrich
   • Jordan Mason
   • Jay R. Malone

   • Content type: Original Paper
   • Published: 24 January 2022

   • Article: 8

8. Trust in medical artificial intelligence: a discretionary account

   Authors

   • Philip J. Nickel

   • Content type: Original Paper
   • Open Access
   • Published: 24 January 2022

   • Article: 7