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Personalized Federated Learning With Adaptive Batchnorm for Healthcare 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 6, 页码: 915-925
作者:  Lu, Wang;  Wang, Jindong;  Chen, Yiqiang;  Qin, Xin;  Xu, Renjun;  Dimitriadis, Dimitrios;  Qin, Tao
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Medical services  Collaborative work  Data models  Adaptation models  Computational modeling  Machine learning  Data privacy  Distributed computing  federated learning  personalization  batch normalization  healthcare  
CPU-GPU Cooperative QoS Optimization of Personalized Digital Healthcare Using Machine Learning and Swarm Intelligence 期刊论文
IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2024, 卷号: 21, 期号: 4, 页码: 521-533
作者:  Cao, Kun;  Cui, Yangguang;  Li, Liying;  Zhou, Junlong;  Hu, Shiyan
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Electronic healthcare  Quality of service  Graphics processing units  Central Processing Unit  Reliability  Machine learning  Estimation  CPU-GPU MPSoCs  machine learning  lifetime reliability  personalized digital healthcare  swarm intelligence  
MetaFed: Federated Learning Among Federations With Cyclic Knowledge Distillation for Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 12
作者:  Chen, Yiqiang;  Lu, Wang;  Qin, Xin;  Wang, Jindong;  Xie, Xing
收藏  |  浏览/下载:14/0  |  提交时间:2023/12/04
Federated learning (FL)  healthcare  knowledge distillation (KD)  personalization  transfer learning  
An Intelligent End-Edge-Cloud Architecture for Visual IoT-Assisted Healthcare Systems 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2021, 卷号: 8, 期号: 23, 页码: 16779-16786
作者:  Yang, Zheming;  Liang, Bing;  Ji, Wen
收藏  |  浏览/下载:30/0  |  提交时间:2022/06/21
Medical services  Visualization  Internet of Things  Hospitals  Computer architecture  Performance evaluation  Cloud computing  End-edge-cloud system  intelligence model  Internet of Things (IoT)  new architecture  smart healthcare  visual IoT  
Lifelogging Data Validation Model for Internet of Things Enabled Personalized Healthcare 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2018, 卷号: 48, 期号: 1, 页码: 50-64
作者:  Yang, Po;  Stankevicius, Dainius;  Marozas, Vaidotas;  Deng, Zhikun;  Liu, Enjie;  Lukosevicius, Arunas;  Dong, Feng;  Xu, Lida;  Min, Geyong
收藏  |  浏览/下载:58/0  |  提交时间:2019/12/10
Data validation  Internet of Things (IoT)  personalized healthcare  physical activity