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Free, publicly-accessible full text available June 23, 2026
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Cao, Shiye; Moon, Jiwon; Mahmood, Amama; Antony, Victor Nikhil; Xiao, Ziang; Liu, Anqi; Huang, Chien-Ming (, 2025 Robotics: Science and Systems Conference)Free, publicly-accessible full text available June 23, 2026
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Mahmood, Amama; Wang, Junxiang; Yao, Bingsheng; Wang, Dakuo; Huang, Chien-Ming (, International Journal of Human-Computer Studies)Free, publicly-accessible full text available January 1, 2026
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Prinster, Drew; Mahmood, Amama; Saria, Suchi; Jeudy, Jean; Lin, Cheng Ting; Yi, Paul H; Huang, Chien-Ming (, Radiology)In this multisite prospective study of simulated artificial intelligence (AI)–assisted chest radiograph diagnosis involving 220 physicians, AI explanation type (local vs global) differentially impacted physician diagnostic performance and trust in AI advice.more » « lessFree, publicly-accessible full text available November 1, 2025
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Mahmood, Amama; Ajaykumar, Gopika; Huang, Chien-Ming (, Human Centered AI (HCAI) workshop at NeurIPS (2021))Artificial Intelligence (AI) is an integral part of our daily technology use and will likely be a critical component of emerging technologies. However, negative user preconceptions may hinder adoption of AI-based decision making. Prior work has highlighted the potential of factors such as transparency and explainability in improving user perceptions of AI. We further contribute to work on improving user perceptions of AI by demonstrating that bringing the user in the loop through mock model training can improve their perceptions of an AI agent’s capability and their comfort with the possibility of using technology employing the AI agent.more » « less
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