Synthetic data in machine learning for medicine and healthcare

被引:372
作者
Chen, Richard J. [1 ,2 ,3 ,4 ]
Lu, Ming Y. [1 ,3 ,4 ]
Chen, Tiffany Y. [1 ,3 ]
Williamson, Drew F. K. [1 ,3 ]
Mahmood, Faisal [1 ,3 ,4 ]
机构
[1] Harvard Med Sch, Brigham & Womens Hosp, Dept Pathol, Boston, MA 02115 USA
[2] Harvard Med Sch, Dept Biomed Informat, Boston, MA 02115 USA
[3] Broad Inst MIT & Harvard, Canc Program, Cambridge, MA 02142 USA
[4] Dana Farber Canc Inst, Canc Data Sci Program, Boston, MA 02115 USA
关键词
GENERATION; PRIVACY;
D O I
10.1038/s41551-021-00751-8
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The proliferation of synthetic data in artificial intelligence for medicine and healthcare raises concerns about the vulnerabilities of the software and the challenges of current policy.
引用
收藏
页码:493 / 497
页数:5
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