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This paper is in the following e-collection/theme issue:

Focus Groups and Qualitative Research for Human Factors Research (1334) Clinical Information and Decision Making (2120) Decision Support for Health Professionals (1664) Artificial Intelligence (2416) Applications of AI (366) Responsible Health AI (98)

Published on in Vol 13 (2026)

This is a member publication of CSIRO, Australian e-Health Research Centre, Sydney, Australia

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/81460, first published .
The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

The Role of Explanations in AI-Generated Alerts: Qualitative Study of Clinical Views on Explainable AI in Predictive Tools

Authors of this article:

Jessica Rahman1 Author Orcid Image ;   Alana Delaforce2, 3 Author Orcid Image ;   DanaKai Bradford2 Author Orcid Image ;   Jane Li1 Author Orcid Image ;   Farah Magrabi4 Author Orcid Image ;   David Cook2, 5 Author Orcid Image ;   Aida Brankovic2 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Jessica Rahman   1 , PhD ;   Alana Delaforce   2, 3 , PhD ;   DanaKai Bradford   2 , PhD ;   Jane Li   1 , PhD ;   Farah Magrabi   4 , PhD ;   David Cook   2, 5 , PhD ;   Aida Brankovic   2 , PhD

1 Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Sydney, New South Wales, Australia

2 Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO), Brisbane, Queensland, Australia

3 School of Nursing and Midwifery, Griffith University, Brisbane, Australia

4 Australian Institute of Health Innovation, Macquarie University, Sydney, Australia

5 Intensive Care Unit, Princess Alexandra Hospital, Brisbane, Australia

Corresponding Author:

  • Jessica Rahman, PhD
  • Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation (CSIRO)
  • 160 Hawkesbury Road
  • Sydney, New South Wales 2145
  • Australia
  • Phone: 61 2 9325 3016
  • Email: jessica.rahman@csiro.au