Explainable Artificial Intelligence in Healthcare: XAI-Healthcare 2021

Abstract

XAI-Healthcare event provided a place for intensive discussion on all aspects of eXplainable Arti cial Intelligence (XAI) in the medical and healthcare eld. This resulted in cross-fertilization among research on Machine Learning, Decision Support Systems, Natural Language, Human-Computer Interaction, and Healthcare sciences. This meeting also provided attendees with an opportunity to learn more on the progress of XAI in healthcare and to share their own perspectives. The panel discussion provided participants with the insights on current developments and challenges from the researchers working in this fastdeveloping eld. This work summarises the activities and papers presented during the First International Workshop on Explainable Arti cial Intelligence in Healtcare (XAI-HEALTHCARE 2021).