聘请顾问委员会讨论算法偏见和公平性的伦理相关性

IF 12.4 1区医学 Q1 HEALTH CARE SCIENCES & SERVICES

NPJ Digital Medicine Pub Date : 2025-05-18 DOI:10.1038/s41746-025-01711-1

Laura Brandt, Larry Au, Clinton Castro, Gabriel J. Odom

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引用次数: 0

摘要

我们是一个跨学科的研究团队，致力于推进阿片类药物使用障碍研究中的算法公平性。我们讨论了我们的研究团队在与顾问委员会合作时所面临的挑战，以及我们提出的一些策略，以帮助我们找到一种通用语言，以确保语义透明度，并确保与受影响各方的价值观保持紧密一致。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

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Engaging an advisory board in discussions about the ethical relevance of algorithmic bias and fairness

We are an interdisciplinary team of researchers that are working to advance algorithmic fairness in the research of opioid use disorders. We discuss challenges that our research team faced when engaging with our Advisory Board, as well as several strategies that we came up with to help us find a common language to ensure semantic transparency and to ensure the thick alignment with values of affected parties.

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来源期刊

NPJ Digital Medicine Multiple-

CiteScore

25.10

自引率

3.30%

发文量

170

审稿时长

15 weeks

期刊介绍： npj Digital Medicine is an online open-access journal that focuses on publishing peer-reviewed research in the field of digital medicine. The journal covers various aspects of digital medicine, including the application and implementation of digital and mobile technologies in clinical settings, virtual healthcare, and the use of artificial intelligence and informatics. The primary goal of the journal is to support innovation and the advancement of healthcare through the integration of new digital and mobile technologies. When determining if a manuscript is suitable for publication, the journal considers four important criteria: novelty, clinical relevance, scientific rigor, and digital innovation.