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