Federated learning as a catalyst for digital healthcare innovations

被引：0
|
作者：
Yang, Guang [1 ,2 ,3 ,4 ,5 ]
Edwards, Brandon [6 ]
Bakas, Spyridon [7 ,8 ,9 ,10 ,11 ,12 ,13 ]
Dou, Qi [14 ]
Xu, Daguang [15 ]
Li, Xiaoxiao [16 ,17 ]
Wang, Wanying [17 ]
机构：
[1] Imperial Coll London, Bioengn Dept, London W12 7SL, England
[2] Imperial Coll London, Imperial X, London W12 7SL, England
[3] Imperial Coll London, Natl Heart & Lung Inst, London SW7 2AZ, England
[4] Royal Brompton Hosp, Cardiovasc Res Ctr, London SW3 6NP, England
[5] Kings Coll London, Sch Biomed Engn & Imaging Sci, London WC2R 2LS, England
[6] Intel Corp, Santa Clara, CA USA
[7] Indiana Univ Sch Med, Dept Pathol & Lab Med, Div Computat Pathol, Indianapolis, IN USA
[8] Indiana Univ, Ctr Federated Learning Med, Indianapolis, IN USA
[9] Indiana Univ Sch Med, Dept Biostat & Hlth Data Sci, Indianapolis, IN USA
[10] Indiana Univ Sch Med, Dept Radiol & Imaging Sci, Indianapolis, IN USA
[11] Indiana Univ Sch Med, Dept Neurol Surg, Indianapolis, IN USA
[12] Univ San Fransisco, San Francisco, CA USA
[13] MLCommons, Med Working Grp, San Francisco, CA USA
[14] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Hong Kong, Peoples R China
[15] NVIDIA, Santa Clara, CA USA
[16] Univ British Columbia, Elect & Comp Engn Dept, Vancouver, BC V6T 1Z4, Canada
[17] Vector Inst, Toronto, ON M5G 0C6, Canada
来源：
PATTERNS | 2024年 / 5卷 / 07期
基金：
美国国家卫生研究院;
关键词：
D O I：
10.1016/j.patter.2024.101026
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
引用
收藏
页数：2
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