Literature DB >> 34862548

Machine Learning and Ethics.

Tiit Mathiesen1,2,3, Marike Broekman4.   

Abstract

When new technology is introduced into healthcare, novel ethical dilemmas arise in the human-machine interface. As artificial intelligence (AI), machine learning (ML) and big data can exhaust human oversight and memory capacity, this will give rise to many of these new dilemmas.Technology has little if any ethical status but is inevitably interwoven with human activity and thus may serve to allow qualitative and quantitative disruption of human performance and interaction. We argue that personal integrity, justice of resource allocation and accountability of moral agency comprise three themes that characterize ethical dilemmas that arise with development and application of AI. These themes are important to address in parallel to further evolution of AI in health care for ethical practice of healthcare.
© 2022. The Author(s), under exclusive license to Springer Nature Switzerland AG.

Entities:  

Keywords:  Artificial intelligence; Ethics; Healthcare; Machine learning; Moral agency

Mesh:

Year:  2022        PMID: 34862548     DOI: 10.1007/978-3-030-85292-4_28

Source DB:  PubMed          Journal:  Acta Neurochir Suppl        ISSN: 0065-1419


  4 in total

Review 1.  The Ethics of Big Data: Current and Foreseeable Issues in Biomedical Contexts.

Authors:  Brent Daniel Mittelstadt; Luciano Floridi
Journal:  Sci Eng Ethics       Date:  2015-05-23       Impact factor: 3.525

2.  What is data ethics?

Authors:  Luciano Floridi; Mariarosaria Taddeo
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2016-12-28       Impact factor: 4.226

3.  Algorithmic Decision-Making Based on Machine Learning from Big Data: Can Transparency Restore Accountability?

Authors:  Paul B de Laat
Journal:  Philos Technol       Date:  2017-11-12

4.  A snapshot of European neurosurgery December 2019 vs. March 2020: just before and during the Covid-19 pandemic.

Authors:  T Mathiesen; M Arraez; T Asser; N Balak; S Barazi; C Bernucci; C Bolger; M L D Broekman; A K Demetriades; Z Feldman; M M Fontanella; N Foroglou; J Lafuente; A D Maier; B Meyer; M Niemelä; P H Roche; F Sala; N Samprón; U Sandvik; K Schaller; C Thome; M Thys; M Tisell; P Vajkoczy; M Visocchi
Journal:  Acta Neurochir (Wien)       Date:  2020-07-08       Impact factor: 2.216

  4 in total
  1 in total

1.  The clinical and ethical challenges of treating comatose patients following severe brain injury.

Authors:  Jeffrey V Rosenfeld; Tiit I Mathiesen
Journal:  Acta Neurochir (Wien)       Date:  2022-10-04       Impact factor: 2.816

  1 in total

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