Raed Al Kontar

Designing Human-Centered AI to Prevent Medication Dispensing Errors: Focus Group Study With Pharmacists

2023 · 28 Zit. · JMIR Formative Research

Effect of Artificial Intelligence Helpfulness and Uncertainty on Cognitive Interactions with Pharmacists: Randomized Controlled Trial

2024 · 7 Zit. · Journal of Medical Internet Research

The Effects of Presenting AI Uncertainty Information on Pharmacists’ Trust in Automated Pill Recognition Technology: Exploratory Mixed Subjects Study

2024 · 5 Zit. · JMIR Human Factors

Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial

2025 · 3 Zit. · JMIR Medical Informatics

Effect of uncertainty-aware artificial intelligence models on human reaction time and decision-making: A randomized controlled trial (Preprint)

2024 · 2 Zit.

Inv-Entropy: A Fully Probabilistic Framework for Uncertainty Quantification in Language Models

2025 · 0 Zit. · ArXiv.org

Pharmacists’ Trust in Automated Pill Recognition Technology: The Role of Presenting AI Uncertainty Information (Preprint)

2024 · 0 Zit.

Pharmacists’ Trust in Automated Pill Recognition Technology: The Role of Presenting AI Uncertainty Information (Preprint)

2024 · 0 Zit.

Effect of Artificial Intelligence Helpfulness and Uncertainty on Cognitive Interactions with Pharmacists: Randomized Controlled Trial (Preprint)

2024 · 0 Zit.