Understanding the effect of counterfactual explanations on trust and reliance on AI for human-AI collaborative clinical decision making

• Main Authors: LEE, Min Hun, CHEW, Chong Jun
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: clinical decision support systems; explainable AI; human centered AI; human-AI collaboration; physical stroke rehabilitation assessment; reliance; trust; Artificial Intelligence and Robotics; Health Information Technology
• Online Access: https://ink.library.smu.edu.sg/sis_research/8274; https://ink.library.smu.edu.sg/context/sis_research/article/9277/viewcontent/3610218_pvoa_cc_by.pdf
• Institution: Singapore Management University

Artificial intelligence (AI) is increasingly being considered to assist human decision-making in high-stake domains (e.g. health). However, researchers have discussed an issue that humans can over-rely on wrong suggestions of the AI model instead of achieving human AI complementary performance. In t...