BriefGPT.xyz
Oct, 2021
医疗保健人工智能中的算法公正性
Algorithm Fairness in AI for Medicine and Healthcare
HTML
PDF
Richard J. Chen, Tiffany Y. Chen, Jana Lipkova, Judy J. Wang, Drew F. K. Williamson...
TL;DR
这篇综述论文概述了高科技医疗领域中人工智能系统的算法公正性问题，阐述了当前临床工作流程中算法偏见（如图像采集，基因变异，内观者标记变异性等）导致的不公平医疗差距并探讨了联邦学习、分离和模型解释等新兴技术在AI-SaMD发展中的作用。
Abstract
In the current development and deployment of many
artificial intelligence
(AI) systems in
healthcare
, algorithm
fairness
is a challenging
→