Linguistically Communicating Uncertainty in Patient-Facing Risk Prediction Models

no code implementations • 31 Jan 2024 • Adarsa Sivaprasad, Ehud Reiter

This paper addresses the unique challenges associated with uncertainty quantification in AI models when applied to patient-facing contexts within healthcare.

Explainable artificial intelligence Explainable Artificial Intelligence (XAI) +1

Evaluation of Human-Understandability of Global Model Explanations using Decision Tree

no code implementations • 18 Sep 2023 • Adarsa Sivaprasad, Ehud Reiter, Nava Tintarev, Nir Oren

A task based evaluation of mental models of these participants provide valuable feedback to enhance narrative global explanations.

Decision Making Explainable artificial intelligence +1