Human-centered explainability evaluation in clinical decision-making: a critical review of the literature.
This review paper comprehensively summarizes healthcare provider (HCP) evaluation of explanations produced by explainable artificial intelligence methods to support point-of-care, patient-specific, clinical decision-making (CDM) within medical settings. It highlights the critical need to incorporate human-centered (HCP) evaluation approaches based on their CDM needs, processes, and goals.
Author(s): Bauer, Jenny M, Michalowski, Martin
DOI: 10.1093/jamia/ocaf110