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Published on in Vol 15 (2023)

Robot scientist in lab coat with microscope on tablet screen

Framework for Classifying Explainable Artificial Intelligence (XAI) Algorithms in Clinical Medicine

Framework for Classifying Explainable Artificial Intelligence (XAI) Algorithms in Clinical Medicine

Thomas Gniadek   1 * , MD, PhD ;   Jason Kang   1 * , MD ;   Talent Theparee   1 * , MD ;   Jacob Krive   2, 3, 4, 5 * , PhD

1 Department of Pathology and Laboratory Medicine, NorthShore University Health System, Evanston, IL, United States

2 Department of Biomedical and Health Information Sciences, University of Illinois at Chicago, Chicago, IL, United States

3 Department of Health Information Technology, NorthShore University Health System, Evanston, IL, United States

4 Department of Health Informatics, Dr Kiran C Patel School of Osteopathic Medicine, Nova Southeastern University, Fort Lauderdale, FL, United States

5 Pritzker School of Medicine, University of Chicago, Chicago, IL, United States

*all authors contributed equally

Corresponding Author:

  • Jacob Krive, PhD
  • Department of Biomedical and Health Information Sciences
  • University of Illinois at Chicago
  • 1919 W Taylor St 233 AHSB
  • MC-530
  • Chicago, IL 60612
  • United States
  • Phone: 1 312-996-1445
  • Email: krive@uic.edu