大胆:血液气体和氧计相关数据集 - 开源研究
medRxiv : the preprint server for health sciences
|October 24, 2023
概括
BOLD数据集解决了脉冲氧计偏差影响更深色肤色的问题. 这项新资源旨在提高准确性,并促进所有患者获得公平的医疗保健.
科学领域:
- 生物医学工程 生物医学工程
- 医疗信息学 医疗信息学
- 临床研究 临床研究
背景情况:
- 脉冲氧计 (SpO2) 提供非侵入性氧和度测量,但表现出已知的种族和民族性能差异.
- 现有的数据集缺乏足够的少数群体代表性,阻碍了偏见评估和缓解.
- 解决这些差异对于公平的患者护理至关重要,特别是在关键环境中.
结论:
- BOLD数据集是理解和减轻脉冲氧计不准确性的重要资源.
- 它的综合性和对代表性不足的群体的关注可以推动更公平的医疗保健技术的发展.
- 利用BOLD可以改善不同人群的临床决策和患者结果.
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