Dynamic-Fusion-Based Federated Learning for COVID-19 Detection

Zhang, Weishan1; Zhou, Tao1; Lu, Qinghua2,3; Wang, Xiao4; Zhu, Chunsheng5,6; Sun, Haoyun1; Wang, Zhipeng1; Lo, Sin Kit2,3; Wang, Fei-Yue4

2021-11-01

10.1109/JIOT.2021.3056185

IEEE Internet of Things Journal   影响因子和分区

2372-2541

AI COVID-19 CT federated learning image processing machine learning X-Ray

SCI ; EI

通讯

20210809935799

Classification (of information) ; Diagnosis ; Efficiency ; Fault tolerance ; Image analysis ; Image enhancement ; Image fusion ; Machine learning ; Medical imaging ; Privacy by design

Medicine and Pharmacology:461.6 ; Information Theory and Signal Processing:716.1 ; Data Processing and Image Processing:723.2 ; Computer Applications:723.5 ; Imaging Techniques:746 ; Production Engineering:913.1

IEEE

1.China Univ Petr East China, Coll Comp Sci & Technol, Qingdao 266580, Peoples R China
2.CSIRO, Data61, Sydney, NSW 2015, Australia
3.Univ New South Wales, Sch Comp Sci & Engn, Sydney, NSW 2052, Australia
4.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
5.Southern Univ Sci & Technol, Inst Future Networks, Shenzhen 518055, Peoples R China
6.PCL Res Ctr Networks & Commun, Peng Cheng Lab, Shenzhen 518066, Peoples R China

Zhang, Weishan,Zhou, Tao,Lu, Qinghua,et al. Dynamic-Fusion-Based Federated Learning for COVID-19 Detection[J]. IEEE Internet of Things Journal,2021,8(21):15884-15891.

Zhang, Weishan.,Zhou, Tao.,Lu, Qinghua.,Wang, Xiao.,Zhu, Chunsheng.,...&Wang, Fei-Yue.(2021).Dynamic-Fusion-Based Federated Learning for COVID-19 Detection.IEEE Internet of Things Journal,8(21),15884-15891.

Zhang, Weishan,et al."Dynamic-Fusion-Based Federated Learning for COVID-19 Detection".IEEE Internet of Things Journal 8.21(2021):15884-15891.