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在脏移植失败中评估与护理场所相关的种族差异,使用一种新的联合学习框架

Jiayi Tong1,2, Yishan Shen1,2,3, Alice Xu1,2,4

  • 1The Center for Health AI and Synthesis of Evidence (CHASE), Perelman School of Medicine, The University of Pennsylvania, Philadelphia, PA 19104, United States.

Journal of the American Medical Informatics Association : JAMIA
|May 7, 2024
PubMed
概括

在移植中解决种族差异至关重要. 一个新的联合学习框架,dGEM-disparity,发现将非西班牙裔黑人 (NHB) 患者的入院与非西班牙裔白人 (NHW) 的入院模式对齐,可以每年减少每10,000名NHB患者中的38例移植失败.

关键词:
联合学习的联合学习移植脏的情况.种族差异是种族的差异.登记册数据 登记册数据

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