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Updated: May 9, 2025

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
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评估可解释的人工智能对临床医生的决策影响:一项关于ICU停留时间预测研究

Jinsun Jung1, Sunghoon Kang2, Jeeyae Choi3

  • 1College of Nursing, Seoul National University, Seoul, Republic of Korea; Center for Human-Caring Nurse Leaders for the Future by Brain Korea 21 (BK 21) Four Project, College of Nursing, Seoul National University, Seoul, Republic of Korea.

International journal of medical informatics
|May 3, 2025
PubMed
概括

可解释AI (XAI) 解释改善了临床医生的信任和对重症监护室 (ICU) 停留时间 (LOS) 预测的理解. 虽然与心理模型的调整并不完美,但解释增强了临床医生和AI在医疗保健中的合作.

关键词:
临床医生心理模型解释有效性的评估解释的有效性.可解释的人工智能对模型解释的满意度.对人工智能模型的信任

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