共同设计电子健康记录衍生的数字仪表板,以支持公平的人工智能在心理健康中的应用。

Patrycja Szkudlarek, Iman Kassam, Stefan Kloiber, Marta Maslej, Sean Hill, Laura Sikstrom
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引用次数: 0

摘要

通过对最终用户的访谈并与现场体验顾问合作,公平仪表板正在共同设计,以促进在统计和机器学习模型中对社会人口数据的标准化和负责任的利用。这一举措旨在减轻潜在的危害,并促进对人工智能知识的公平和富有同情心的解释。
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Co-Designing an Electronic Health Record Derived Digital Dashboard to Support Fair-AI Applications in Mental Health.

Guided by interviews with end-users and in collaboration with lived-experience advisors, the Fairness Dashboard is being co-designed to promote the standardized and responsible utilization of sociodemographic data in statistical and machine learning models. This initiative aims to mitigate the potential for harm and to advance the equitable and compassionate interpretation of knowledge derived from Artificial Intelligence.

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